Machine learning technology in biodiesel research: A review

Optimization of sorrel oil biodiesel production by base heterogeneous catalyst from kola nut pod husk: Neural intelligence‐genetic algorithm versus neuro‐fuzzy‐genetic algorithm

(2020) Eriola Betiku et al.   Environmental Progress & Sustainable Energy

Artificial neural network approach on forecasting diesel engine characteristics fuelled with waste frying oil biodiesel

(2020) D. Babu et al.   APPLIED ENERGY

Soft sensor modeling of industrial process data using kernel latent variables-based relevance vector machine

(2020) Hongbin Liu et al.   APPLIED SOFT COMPUTING

Prediction of performance, combustion and emission characteristics for a CI engine at varying injection pressures

(2020) Ümit Ağbulut et al.   ENERGY

Kinetic study of the transesterification reaction by artificial neural networks and parametric particle swarm optimization

(2020) Diego Galvan et al.   FUEL

Characterization of physico-chemical properties of biodiesel components using smart data mining approaches

(2020) Danial Abooali et al.   FUEL

Maximization of biodiesel production from sunflower and soybean oils and prediction of diesel engine performance and emission characteristics through response surface methodology

(2020) Medhat Elkelawy et al.   FUEL

An experimental study on the influence of an oxygenated additive in diesel engine fuelled with neat papaya seed biodiesel/diesel blends

(2020) Yuvarajan Devarajan et al.   FUEL

Performance, emission and combustion characteristics of multi-cylinder CRDI engine fueled with argemone biodiesel/diesel blends

(2020) Mandeep Singh et al.   FUEL

Effect of fuel injection pressure on the characteristics of CI engine fuelled with biodiesel from Roselle oil

(2020) Pankaj Shrivastava et al.   FUEL

Effect of spirulina microalgae biodiesel enriched with diesel fuel on performance and emission characteristics of CI engine

(2020) Upendra Rajak et al.   FUEL

Consolidating emission indices of a diesel engine powered by carbon nanoparticle-doped diesel/biodiesel emulsion fuels using life cycle assessment framework

(2020) Homa Hosseinzadeh-Bandbafha et al.   FUEL

Performance & emission analysis of HHO enriched dual-fuelled diesel engine with artificial neural network prediction approaches

(2020) Raif Kenanoğlu et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Estimation of cetane numbers of biodiesel and diesel oils using regression and PSO-ANFIS models

(2020) Abolfazl Sajadi Noushabadi et al.   RENEWABLE ENERGY

Solar irradiance measurement instrumentation and power solar generation forecasting based on Artificial Neural Networks (ANN): A review of five years research trend

(2020) Abdul Rahim Pazikadin et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Combustion, performance and emission evaluation of a diesel engine fueled with soybean biodiesel and its water blends

(2020) Suresh Vellaiyan   ENERGY

A hybrid ANN-Fuzzy approach for optimization of engine operating parameters of a CI engine fueled with diesel-palm biodiesel-ethanol blend

(2020) Suman Dey et al.   ENERGY

Techno-economic and environmental analysis of bio-oil production from forest residues via non-catalytic and catalytic pyrolysis processes

(2020) Dominique L. van Schalkwyk et al.   ENERGY CONVERSION AND MANAGEMENT

Performance and emission prediction of a compression ignition engine fueled with biodiesel-diesel blends: A combined application of ANN and RSM based optimization

(2020) Mustafa Aydın et al.   FUEL

Investigation on the structural effects of the addition of alcohols having various chain lengths into the vegetable oil-biodiesel-diesel fuel blends: An attempt for improving the performance, combustion, and exhaust emission characteristics of a compression ignition engine

(2020) Murat Kadir Yesilyurt et al.   FUEL

Endpoint forecast of different diesel-biodiesel soot filtration process in diesel particulate filters considering ash deposition

(2020) Bin Zhang et al.   FUEL

Impact of various metal-oxide based nanoparticles and biodiesel blends on the combustion, performance, emission, vibration and noise characteristics of a CI engine

(2020) Ümit Ağbulut et al.   FUEL

Estimating biofuel density via a soft computing approach based on intermolecular interactions

(2020) Narjes Nabipour et al.   RENEWABLE ENERGY

Prediction of viscosity of biodiesel blends using various artificial model and comparison with empirical correlations

(2020) Yuanzhou Zheng et al.   RENEWABLE ENERGY

Response Surface Methodology and Artificial Neural Networks for Optimization of Catalytic Esterification of Lactic Acid

(2020) Vishal S. Chandane et al.   CHEMICAL ENGINEERING & TECHNOLOGY

Combined effect of oxygenated additives, injection timing and EGR on combustion, performance and emission characteristics of a CRDi diesel engine powered by sapota biodiesel/diesel blends

(2020) Ravikumar Jayabal et al.   FUEL

Process parameter optimization of biodiesel production from algal oil by response surface methodology and artificial neural networks

(2020) Akshay Garg et al.   FUEL

Optimization of diesel engine operating parameters fueled with palm oil-diesel blend: Comparative evaluation between response surface methodology (RSM) and artificial neural network (ANN)

(2020) Samet Uslu   FUEL

Multi-functional fuel additive as a combustion catalyst for diesel and biodiesel in CI engine characteristics

(2020) B. Ashok et al.   FUEL

Integrated sustainability analysis of combustion engines (ISACE) as an alternative to classical combustion analysis

(2020) Meisam Tabatabaei et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Ultrasound-assisted process optimization and tribological characteristics of biodiesel from palm-sesame oil via response surface methodology and extreme learning machine - Cuckoo search

(2020) M.A. Mujtaba et al.   RENEWABLE ENERGY

Determining biomass chemical exergy using a novel hybrid intelligent approach to promote biomass-based biorefineries

(2020) Mortaza Aghbashlo et al.   JOURNAL OF CLEANER PRODUCTION

A tool condition monitoring method based on two-layer angle kernel extreme learning machine and binary differential evolution for milling

(2020) Yuqing Zhou et al.   MEASUREMENT

Experimental data and prediction of the physical and chemical properties of biodiesel

(2019) Pedro F. Arce et al.   CHEMICAL ENGINEERING COMMUNICATIONS

Fuzzy logic method for the prediction of cetane number using carbon number, double bounds, iodic, and saponification values of biodiesel fuels

(2019) Sina Faizollahzadeh Ardabili et al.   Environmental Progress & Sustainable Energy

Enzymatic transesterification for biodiesel production from used cooking oil, a review

(2019) Faegheh Moazeni et al.   JOURNAL OF CLEANER PRODUCTION

Process modeling and optimization of sorrel biodiesel synthesis using barium hydroxide as a base heterogeneous catalyst: appraisal of response surface methodology, neural network and neuro-fuzzy system

(2019) Niyi B. Ishola et al.   NEURAL COMPUTING & APPLICATIONS

Comprehensive exergoeconomic analysis of a municipal solid waste digestion plant equipped with a biogas genset

(2019) Mortaza Aghbashlo et al.   WASTE MANAGEMENT

Modeling of solar energy systems using artificial neural network: A comprehensive review

(2019) Ammar H. Elsheikh et al.   SOLAR ENERGY

Parameter investigation of support vector machine classifier with kernel functions

(2019) Alaa Tharwat   KNOWLEDGE AND INFORMATION SYSTEMS

Synthesis, characterization, and optimization of Schizochytrium biodiesel production using Na+‐doped nanohydroxyapatite

(2019) Chakrapnani Nagappan Kowthaman et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Assessing cohesion of the rocks proposing a new intelligent technique namely group method of data handling

(2019) Wusi Chen et al.   ENGINEERING WITH COMPUTERS

Progress and future of biodiesel synthesis: Advancements in oil extraction and conversion technologies

(2019) Bisheswar Karmakar et al.   ENERGY CONVERSION AND MANAGEMENT

Biodiesel from waste frying oils: Methods of production and purification

(2019) Jhessica Marchini Fonseca et al.   ENERGY CONVERSION AND MANAGEMENT

Leaf extract additives: A solution for reduction of NOx emission in a biodiesel operated compression ignition engine

(2019) Ramalingam Senthil et al.   ENERGY

Multi-input multi-output (MIMO) ANN and Nelder-Mead’s simplex based modeling of engine performance and combustion emission characteristics of biodiesel-diesel blend in CI diesel engine

(2019) Chizoo Esonye et al.   APPLIED THERMAL ENGINEERING

Combustion analysis of a compression-ignition engine fuelled with an algae biofuel blend and diethyl ether as an additive by using an artificial neural network

(2019) Mahesh Prakash Joshi et al.   Biofuels-UK

Comparative assessment of hexanol and decanol as oxygenated additives with calophyllum inophyllum biodiesel

(2019) B. Ashok et al.   ENERGY

A review of the effect of biodiesel on the corrosion behavior of metals/alloys in diesel engines

(2019) Anh Tuan Hoang et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Estimation capabilities of biodiesel production from algae oil blend using adaptive neuro-fuzzy inference system (ANFIS)

(2019) Sunil Kumar   Energy Sources Part A-Recovery Utilization and Environmental Effects

Comparison of linear regression and artificial neural network technique for prediction of a soybean biodiesel yield

(2019) Sunil Kumar   Energy Sources Part A-Recovery Utilization and Environmental Effects

Measurement and estimation of densities of different biodiesel–diesel–alcohol ternary blends

(2019) Mert Gülüm et al.   Environmental Progress & Sustainable Energy

An insight into the estimation of fatty acid methyl ester based biodiesel properties using a LSSVM model

(2019) Razieh Razavi et al.   FUEL

Determination of physicochemical properties of petroleum derivatives and biodiesel using GC/MS and chemometric methods with uncertainty estimation

(2019) Werickson Fortunado de Carvalho Rocha et al.   FUEL

Techno-economic comparison of three biodiesel production scenarios enhanced by glycerol supercritical water reforming process

(2019) Mohammad Reza Ziyai et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Biodiesel production from Calophyllum inophyllum-Ceiba pentandra oil mixture: Optimization and characterization

(2019) Hwai Chyuan Ong et al.   JOURNAL OF CLEANER PRODUCTION

A Review of the Use of Artificial Neural Network Models for Energy and Reliability Prediction. A Study of the Solar PV, Hydraulic and Wind Energy Sources

(2019) Jesús Ferrero Bermejo et al.   Applied Sciences-Basel

Long-term monthly streamflow forecasting in humid and semiarid regions

(2019) Amel Fouchal et al.   Acta Geophysica

Prediction of critical properties of biodiesel fuels from FAMEs compositions using intelligent genetic algorithm-based back propagation neural network

(2019) Wenbin Yu et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Grey-Taguchi and ANN based optimization of a better performing low-emission diesel engine fueled with biodiesel

(2019) M. Gul et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Environmental impact assessment of the mechanical shaft work produced in a diesel engine running on diesel/biodiesel blends containing glycerol-derived triacetin

(2019) Meisam Tabatabaei et al.   JOURNAL OF CLEANER PRODUCTION

Towards a more efficient and cost-sensitive extreme learning machine: A state-of-the-art review of recent trend

(2019) Peter Adeniyi Alaba et al.   NEUROCOMPUTING

Deterministic wind energy forecasting: A review of intelligent predictors and auxiliary methods

(2019) Hui Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Effects of aqueous carbon nanoparticles as a novel nanoadditive in water-emulsified diesel/biodiesel blends on performance and emissions parameters of a diesel engine

(2019) Homa Hosseinzadeh-Bandbafha et al.   ENERGY CONVERSION AND MANAGEMENT

Performance characteristics of a variable compression ratio CI engine simulation using artificial neural network

(2019) T. Ashok Kumar et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Free fatty acid optimization and modeling of biodiesel production from high viscous rubber seed oil– A comparative study of RSM and ANN

(2019) A.V.S.L. Sai Bharadwaj et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Estimation of cold flow properties of biodiesel using ANFIS-based models

(2019) Filiz Al-Shanableh et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Performance and evaluation of calcined limestone as catalyst in biodiesel production from high viscous nonedible oil

(2019) A. V. S. L. Sai Bharadwaj et al.   Environmental Progress & Sustainable Energy

Forcasting of an ANN model for predicting behaviour of diesel engine energised by a combination of two low viscous biofuels

(2019) Krishnamoorthy Ramalingam et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Optimisation, experimental validation and thermodynamic study of the sequential oil extraction and biodiesel production processes from seeds of Sterculia foetida

(2019) Kavitha Muniswamy Sambasivam et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Extreme learning machine optimized by whale optimization algorithm using insulated gate bipolar transistor module aging degree evaluation

(2019) Ling-Ling Li et al.   EXPERT SYSTEMS WITH APPLICATIONS

Reactor technologies for biodiesel production and processing: A review

(2019) Meisam Tabatabaei et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Corrosion rate prediction for metals in biodiesel using artificial neural networks

(2019) C.I. Rocabruno-Valdés et al.   RENEWABLE ENERGY

Emission reduction in a DI diesel engine using exhaust gas recirculation (EGR) of palm biodiesel blended with TiO2 nano additives

(2019) Harish Venu et al.   RENEWABLE ENERGY

A COMPARATIVE STUDY BETWEEN MULTIVARIATE CALIBRATION AND ARTIFICIAL NEURAL NETWORK IN QUANTIFICATION OF SOYBEAN BIODIESEL

(2019) C.Z. Brusamarello et al.   Revista Mexicana de Ingenieria Quimica

Optimization of Cerbera manghas Biodiesel Production Using Artificial Neural Networks Integrated with Ant Colony Optimization

(2019) Arridina Silitonga et al.   Energies

Performance Analysis of Direct Injection Diesel Engine Fueled with Diesel-Tomato Seed Oil Biodiesel Blending by ANOVA and ANN

(2019) Karami et al.   Energies

Experiment and analysis of spray characteristics of biodiesel blending with di-n-butyl ether in a direct injection combustion chamber

(2019) Wei Fu et al.   ENERGY

Performance evaluation of diesel engines (PEDE) for a diesel-biodiesel fueled CI engine using nano-particles additive

(2019) Ayat Gharehghani et al.   ENERGY CONVERSION AND MANAGEMENT

A review of deep learning for renewable energy forecasting

(2019) Huaizhi Wang et al.   ENERGY CONVERSION AND MANAGEMENT

Adaptive Neuro fuzzy interface system (ANFIS) modeling of water content of biodiesel and diesel fuels

(2019) Jiahong Wei et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Performance, combustion and emission analysis of microalgae Spirulina in a common rail direct injection diesel engine

(2019) Upendra Rajak et al.   FUEL

An experimental evaluation of engine performance and emisssion characteristics of CI engine operated with Roselle and Karanja biodiesel

(2019) Pankaj Shrivastava et al.   FUEL

Experimental studies on the biodiesel production parameters optimization of sunflower and soybean oil mixture and DI engine combustion, performance, and emission analysis fueled with diesel/biodiesel blends

(2019) Medhat Elkelawy et al.   FUEL

Chemical compositions, properties, and standards for different generation biodiesels: A review

(2019) Digambar Singh et al.   FUEL

Prognostication of lignocellulosic biomass pyrolysis behavior using ANFIS model tuned by PSO algorithm

(2019) Mortaza Aghbashlo et al.   FUEL

Modeling and optimization of African pear seed oil esterification and transesterification using artificial neural network and response surface methodology comparative analysis

(2019) Akuzuo Uwaoma Ofoefule et al.   INDUSTRIAL CROPS AND PRODUCTS

Optimization and transesterification of sterculia oil: Assessment of engine performance, emission and combustion analysis

(2019) M.S. Kavitha et al.   JOURNAL OF CLEANER PRODUCTION

Unlocking the potential of walnut husk extract in the production of waste cooking oil-based biodiesel

(2019) Zahra Khounani et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Artificial neural network modeling of performance, emission, and vibration of a CI engine using alumina nano-catalyst added to diesel-biodiesel blends

(2019) Seyyed Hassan Hosseini et al.   RENEWABLE ENERGY

Life cycle assessment analysis of an ultrasound-assisted system converting waste cooking oil into biodiesel

(2019) Mortaza Aghbashlo et al.   RENEWABLE ENERGY

Application of radial basis function artificial neural network to quantify interfacial energies related to membrane fouling in a membrane bioreactor

(2019) Yifeng Chen et al.   BIORESOURCE TECHNOLOGY

Effects of waste-derived ethylene glycol diacetate as a novel oxygenated additive on performance and emission characteristics of a diesel engine fueled with diesel/biodiesel blends

(2019) Sama Amid et al.   ENERGY CONVERSION AND MANAGEMENT

Techno-economic aspects of a safflower-based biorefinery plant co-producing bioethanol and biodiesel

(2019) Zahra Khounani et al.   ENERGY CONVERSION AND MANAGEMENT

Unsupervised quadratic surface support vector machine with application to credit risk assessment

(2019) Jian Luo et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Evolving an optimal kernel extreme learning machine by using an enhanced grey wolf optimization strategy

(2019) Zhennao Cai et al.   EXPERT SYSTEMS WITH APPLICATIONS

Experimental study on unregulated emission characteristics of a two-wheeler with ethanol-gasoline blends (E0 to E50)

(2019) P. Sakthivel et al.   FUEL

Effect of winterization and plant phenolic-additives on the cold-flow properties and oxidative stability of Karanja biodiesel

(2019) Dipesh Kumar et al.   FUEL

Prediction of biodiesel physico-chemical properties from its fatty acid composition using genetic programming

(2019) Dario Alviso et al.   FUEL

Experimental and empirical analysis of an IC engine operating with ternary blends of diesel, karanja and roselle biodiesel

(2019) Pankaj Shrivastava et al.   FUEL

Detection and classification of diesel-biodiesel blends by LDA, QDA and SVM approaches using an electronic nose

(2019) Korosh Mahmodi et al.   FUEL

Multivariate regression models obtained from near-infrared spectroscopy data for prediction of the physical properties of biodiesel and its blends

(2019) Camilla L. Cunha et al.   FUEL

Effect of manifold injection of methanol/n-pentanol in safflower biodiesel fuelled CI engine

(2019) S. Thiyagarajan et al.   FUEL

Effect of nanoparticles and hydrogen on combustion performance and exhaust emission of corn blended biodiesel in compression ignition engine with advanced timing

(2019) S. Manigandan et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Artificial Neural Network for Modeling Thermal Conductivity of Biodiesels with Different Metallic Nanoparticles for Heat Transfer Applications

(2019) G. López-Gamboa et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Comparative behavior of various nano additives in a DIESEL engine powered by novel Garcinia gummi-gutta biodiesel

(2019) S. Janakiraman et al.   JOURNAL OF CLEANER PRODUCTION

Research and optimization of intelligent diagnosis algorithm based on rope tension

(2019) Juan Wu et al.   MEASUREMENT

Potential of image processing, dielectric spectroscopy and intelligence methods in order to authentication of microalgae biodiesel

(2019) Mahdi Rashvand et al.   MEASUREMENT

Economic, technical, and environmental viability of biodiesel blends derived from coffee waste

(2019) Mohammed Kamil et al.   RENEWABLE ENERGY

Characterization of nano-oxide added water emulsified biodiesel blend prepared with optimal emulsifying parameters

(2019) Neeraj Kumar et al.   RENEWABLE ENERGY

Biopower and biofertilizer production from organic municipal solid waste: An exergoenvironmental analysis

(2019) Mortaza Aghbashlo et al.   RENEWABLE ENERGY

Biodiesel synthesis from Ceiba pentandra oil by microwave irradiation-assisted transesterification: ELM modeling and optimization

(2019) A.S. Silitonga et al.   RENEWABLE ENERGY

Analysis of performance and emission characteristics of Waste cooking oil and Chlorella variabilis MK039712.1 biodiesel blends in a single cylinder, four strokes diesel engine

(2019) N. Nirmala et al.   RENEWABLE ENERGY

Modeling of process intensification of biodiesel production from Aegle Marmelos Correa seed oil using microreactor assisted with ultrasonic mixing

(2019) Vinoth Thangarasu et al.   ULTRASONICS SONOCHEMISTRY

Emission characteristics and performance of neem seed (Azadirachta indica) and Camelina (Camelina sativa) based biodiesel in diesel engine

(2019) Babalola Aisosa Oni et al.   RENEWABLE ENERGY

Modeling of cetane number of biodiesel from fatty acid methyl ester (FAME) information using GA-, PSO-, and HGAPSO- LSSVM models

(2019) Amin Bemani et al.   RENEWABLE ENERGY

Do the time series statistical properties influence the goodness of fit of GRNN models? Study on financial series

(2018) Alina Bărbulescu   APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY

NOx emission of biodiesel compared to diesel: Higher or lower?

(2018) Hao Chen et al.   APPLIED THERMAL ENGINEERING

Combustion, performance and exhaust emission characterizations of a diesel engine operating with a ternary blend (alcohol-biodiesel-diesel fuel)

(2018) A. Osman Emiroğlu et al.   APPLIED THERMAL ENGINEERING

Modeling of the nanocrystalline-sized mesoporous zinc oxide catalyst using an artificial neural network for efficient biodiesel production

(2018) Soroush Soltani et al.   CHEMICAL ENGINEERING COMMUNICATIONS

Magnetic recyclable eggshell-based mesoporous catalyst for biodiesel production from crude neem oil: Process optimization by central composite design and artificial neural network

(2018) Adewale S. Oladipo et al.   COMPTES RENDUS CHIMIE

Effects of biodiesel-ethanol and biodiesel-butanol blends on the combustion, performance and emissions of a diesel engine

(2018) L. Wei et al.   ENERGY

Prediction of exhaust emission in transient conditions of a diesel engine fueled with animal fat using Artificial Neural Network and Symbolic Regression

(2018) Aida Domínguez-Sáez et al.   ENERGY

Exergoeconomic analysis of a DI diesel engine fueled with diesel/biodiesel (B5) emulsions containing aqueous nano cerium oxide

(2018) Mortaza Aghbashlo et al.   ENERGY

Rice bran oil based biodiesel production using calcium oxide catalyst derived from Chicoreus brunneus shell

(2018) Hoora Mazaheri et al.   ENERGY

Exergy-based optimization of a continuous reactor applied to produce value-added chemicals from glycerol through esterification with acetic acid

(2018) Mortaza Aghbashlo et al.   ENERGY

Optimizing renewable based generations in AC/DC microgrid system using hybrid Nelder-Mead – Cuckoo Search algorithm

(2018) J. Senthil Kumar et al.   ENERGY

Evaluation of the engine performance and exhaust emissions of biodiesel-bioethanol-diesel blends using kernel-based extreme learning machine

(2018) A.S. Silitonga et al.   ENERGY

Study on noise in a hydrogen dual-fuelled zinc-oxide nanoparticle blended biodiesel engine and the development of an artificial neural network model

(2018) Syed Javed et al.   ENERGY

Exergoeconomic and exergoenvironmental co-optimization of continuous fuel additives (acetins) synthesis from glycerol esterification with acetic acid using Amberlyst 36 catalyst

(2018) Mortaza Aghbashlo et al.   ENERGY CONVERSION AND MANAGEMENT

A new insight into sugarcane biorefineries with fossil fuel co-combustion: Techno-economic analysis and life cycle assessment

(2018) Mohsen Mandegari et al.   ENERGY CONVERSION AND MANAGEMENT

Optimization of biodiesel production by microwave irradiation-assisted transesterification for waste cooking oil- Calophyllum inophyllum oil via response surface methodology

(2018) Jassinnee Milano et al.   ENERGY CONVERSION AND MANAGEMENT

Energy management and optimization modeling based on a novel fuzzy extreme learning machine: Case study of complex petrochemical industries

(2018) Yongming Han et al.   ENERGY CONVERSION AND MANAGEMENT

Effect of emission from ethylic biodiesel of edible and non-edible vegetable oil, animal fats, waste oil and alcohol in CI engine

(2018) Upendra Rajak et al.   ENERGY CONVERSION AND MANAGEMENT

Optimization of non-catalytic transesterification of microalgae oil to biodiesel under supercritical methanol condition

(2018) Garima Srivastava et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-objective exergy-based optimization of continuous glycerol ketalization to synthesize solketal as a biodiesel additive in subcritical acetone

(2018) Mortaza Aghbashlo et al.   ENERGY CONVERSION AND MANAGEMENT

Harvesting and pre-treatment of microalgae cultivated in wastewater for biodiesel production: A review

(2018) Wan Nadiah Amalina Kadir et al.   ENERGY CONVERSION AND MANAGEMENT

On the exergoeconomic and exergoenvironmental evaluation and optimization of biodiesel synthesis from waste cooking oil (WCO) using a low power, high frequency ultrasonic reactor

(2018) Mortaza Aghbashlo et al.   ENERGY CONVERSION AND MANAGEMENT

Biodiesel production from oil-rich feedstock: A neural network modeling

(2018) Chao Deng et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Prediction of the water content of biodiesel using ANN-MLP: An environmental application

(2018) Yaya Wang et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Accurate modeling of biodiesel production from castor oil using ANFIS

(2018) Xiaoyun Yue et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Toward estimation of biodiesel production from castor oil using ANN

(2018) Yongsheng Zhang et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Prediction of biodiesel fuel properties from its fatty acids composition using ANFIS approach

(2018) Mostafa Mostafaei   FUEL

Improved estimation of Cetane number of fatty acid methyl esters (FAMEs) based biodiesels using TLBO-NN and PSO-NN models

(2018) Alireza Baghban et al.   FUEL

Diesel engine optimization with multi-objective performance characteristics by non-evolutionary Nelder-Mead algorithm: Sobol sequence and Latin hypercube sampling methods comparison in DoE process

(2018) Ali Navid et al.   FUEL

Prediction capabilities of mathematical models in producing a renewable fuel from waste cooking oil for sustainable energy and clean environment

(2018) A. Avinash et al.   FUEL

ANFIS models for prediction of biodiesel fuels cetane number using desirability function

(2018) Mostafa Mostafaei   FUEL

Elephant grass leaves have lower recalcitrance to acid pretreatment than stems, with higher potential for ethanol production

(2018) Chayenne Correia Santos et al.   INDUSTRIAL CROPS AND PRODUCTS

Exergy-based sustainability analysis of acetins synthesis through continuous esterification of glycerol in acetic acid using Amberlyst ® 36 as catalyst

(2018) Mortaza Aghbashlo et al.   JOURNAL OF CLEANER PRODUCTION

Pistachio ( Pistachia vera ) wastes valorization: Enhancement of biodiesel oxidation stability using hull extracts of different varieties

(2018) Mitra Ahanchi et al.   JOURNAL OF CLEANER PRODUCTION

Metabolomic Signature of Endometrial Cancer

(2018) Jacopo Troisi et al.   JOURNAL OF PROTEOME RESEARCH

Sparse algorithm for robust LSSVM in primal space

(2018) Li Chen et al.   NEUROCOMPUTING

Recent advances in sulfonated resin catalysts for efficient biodiesel and bio-derived additives production

(2018) Valeria Trombettoni et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Estimation of renewable energy and built environment-related variables using neural networks – A review

(2018) Eugénio Rodrigues et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Recent advancement in biodiesel production methodologies using various feedstock: A review

(2018) Indu Ambat et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Assessment on the consequences of injection timing and injection pressure on combustion characteristics of sustainable biodiesel fuelled engine

(2018) P. Mohamed Shameer et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Application of ANN technique to predict the performance of solar collector systems - A review

(2018) Harish Kumar Ghritlahre et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

On the exergetic optimization of solketalacetin synthesis as a green fuel additive through ketalization of glycerol-derived monoacetin with acetone

(2018) Mortaza Aghbashlo et al.   RENEWABLE ENERGY

Prediction of cyclic variability in a diesel engine fueled with n-butanol and diesel fuel blends using artificial neural network

(2018) Samet Gürgen et al.   RENEWABLE ENERGY

Accurate predicting the viscosity of biodiesels and blends using soft computing models

(2018) Ali Aminian et al.   RENEWABLE ENERGY

Sustainable approaches for algae utilisation in bioenergy production

(2018) Shir Reen Chia et al.   RENEWABLE ENERGY

Potential of Ripe Plantain Fruit Peels as an Ecofriendly Catalyst for Biodiesel Synthesis: Optimization by Artificial Neural Network Integrated with Genetic Algorithm

(2018) Anietie Etim et al.   Sustainability

Brette Pearl Spar Mable (BPSM): a potential recoverable catalyst as a renewable source of biodiesel from Thevetia peruviana seed oil for the benefit of sustainable development in West Africa

(2018) T. F. Adepoju et al.   Energy Sustainability and Society

Artificial neural network–genetic algorithm-based optimization of biodiesel production from Simarouba glauca

(2018) Selvaraju Sivamani et al.   Biofuels-UK

Artificial Neural Network Modeling and Sensitivity Analysis of Performance and Emissions in a Compression Ignition Engine Using Biodiesel Fuel

(2018) Farzad Jaliliantabar et al.   Energies

Comparison of viscosity prediction capabilities of regression models and artificial neural networks

(2018) Mert Gülüm et al.   ENERGY

A comprehensive review on the environmental impacts of diesel/biodiesel additives

(2018) Homa Hosseinzadeh-Bandbafha et al.   ENERGY CONVERSION AND MANAGEMENT

Toward prediction of kinematic viscosity of biodiesel using a robust approach

(2018) Liang Zhou   Energy Sources Part A-Recovery Utilization and Environmental Effects

Performance evaluation of adaptive neuro-fuzzy inference system and response surface methodology in modeling biodiesel synthesis from jatropha–algae oil

(2018) Sunil Kumar et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Modeling diesel engine fueled with tamanu oil - Diesel blend by hybridizing neural network with firefly algorithm

(2018) Yarrapragada K.S.S Rao et al.   RENEWABLE ENERGY

Using SVM-RSM and ELM-RSM Approaches for Optimizing the Production Process of Methyl and Ethyl Esters

(2018) Sina Faizollahzadeh Ardabili et al.   Energies

Optimizing Biodiesel Production from Waste Cooking Oil Using Genetic Algorithm-Based Support Vector Machines

(2018) Marina Corral Bobadilla et al.   Energies

Assessment of diesel engine performance using spirulina microalgae biodiesel

(2018) Upendra Rajak et al.   ENERGY

A Composition-Based Model to Predict and Optimize Biodiesel-Fuelled Engine Characteristics Using Artificial Neural Networks and Genetic Algorithms

(2018) P. Rishikesh Menon et al.   ENERGY & FUELS

Appending empirical modelling to numerical solution for behaviour characterisation of microalgae biodiesel

(2018) Satishchandra Salam et al.   ENERGY CONVERSION AND MANAGEMENT

Computational modeling of biodiesel production using supercritical methanol

(2018) Alireza Baghban   Energy Sources Part A-Recovery Utilization and Environmental Effects

Comparison of Response Surface Methodology (RSM) and Artificial Neural Network (ANN) in modelling of waste coconut oil ethyl esters production

(2018) Olusegun David Samuel et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Prediction of jatropha-algae biodiesel blend oil yield with the application of artificial neural networks technique

(2018) Sunil Kumar et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Optimization and modeling of biodiesel production using fluorite as a heterogeneous catalyst

(2018) Bharadwaj A. V. S. L. Sai et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Multi-objective exergetic and technical optimization of a piezoelectric ultrasonic reactor applied to synthesize biodiesel from waste cooking oil (WCO) using soft computing techniques

(2018) Mortaza Aghbashlo et al.   FUEL

State of the art review on development of ultrasound-assisted catalytic transesterification process for biodiesel production

(2018) Shiou Xuan Tan et al.   FUEL

Biodiesel purification by column chromatography and liquid-liquid extraction using green solvents

(2018) Sérgio S. de Jesus et al.   FUEL

Emission and injection characteristics of corn biodiesel blends in diesel engine

(2018) S. Manigandan et al.   FUEL

Viscosities of some fatty acid esters and biodiesel fuels from a rough hard-sphere-chain model and artificial neural network

(2018) Sayed Mostafa Hosseini et al.   FUEL

Direct and simultaneous determination of four phenolic antioxidants in biodiesel using differential pulse voltammetry assisted by artificial neural networks and variable selection by decision trees

(2018) Lívia de Souza Schaumlöffel et al.   FUEL

Saraca asoca seeds – A novel candidature for biodiesel production: Studies on yield optimization using ANN coupled GA and properties of biodiesel blends

(2018) S. Sindhanai Selvan et al.   International Journal of Green Energy

Multiple regression and genetic programming for coal higher heating value estimation

(2018) Imane Boumanchar et al.   International Journal of Green Energy

Combustion Performance Study of Aqueous Aluminum Oxide Nanofluid Blends in Compression Ignition Engine

(2018) S. P. Venkatesan et al.   JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME

Optimization of methyl ester production from Prunus Amygdalus seed oil using response surface methodology and Artificial Neural Networks

(2018) Chizoo Esonye et al.   RENEWABLE ENERGY

Application of the self-organizing map in the classification of natural antioxidants in commercial biodiesel

(2018) Marissa Kimura et al.   Biofuels-UK

A study on the effects of compositional variations of biodiesel fuel on its physiochemical properties

(2018) Kiran Raj Bukkarapu et al.   Biofuels-UK

Study on decanol and Calophyllum Inophyllum biodiesel as ternary blends in CI engine

(2018) K. Nanthagopal et al.   FUEL

Microwave mediated production of FAME from waste cooking oil: Modelling and optimization of process parameters by RSM and ANN approach

(2018) R. Selvaraj et al.   FUEL

An artificial neural network-based NRTL model for simulating liquid-liquid equilibria of systems present in biofuels production

(2018) H.E. Reynel-Ávila et al.   FLUID PHASE EQUILIBRIA

Modeling of a dual fueled diesel engine operated by a novel fuel containing glycerol triacetate additive and biodiesel using artificial neural network tuned by genetic algorithm to reduce engine emissions

(2018) Bahman Najafi et al.   ENERGY

A Short-Term Load Forecasting Model with a Modified Particle Swarm Optimization Algorithm and Least Squares Support Vector Machine Based on the Denoising Method of Empirical Mode Decomposition and Grey Relational Analysis

(2017) Dongxiao Niu et al.   Energies

A decision support system to evaluate the optimum fuel blend in an IC engine to enhance the energy efficiency and energy management

(2017) G. Sakthivel et al.   ENERGY

Comparative assessment of performance and emission characteristics of castor, coconut and waste cooking based biodiesel as fuel in a diesel engine

(2017) Parvaneh Zareh et al.   ENERGY

Spray characteristics, engine performance and emissions analysis for Karanja biodiesel and its blends

(2017) Sanghoon Lee et al.   ENERGY

Optimization of transesterification process for Ceiba pentandra oil: A comparative study between kernel-based extreme learning machine and artificial neural networks

(2017) F. Kusumo et al.   ENERGY

Effect of biodiesel-diesel- n -pentanol and biodiesel-diesel- n -hexanol blends on diesel engine emission and combustion characteristics

(2017) D. Babu et al.   ENERGY

Harnessing the synergies between lipid-based crystallization modifiers and a polymer pour point depressant to improve pour point of biodiesel

(2017) Athira Mohanan et al.   ENERGY

Fuzzy modeling and optimization of the synthesis of biodiesel from waste cooking oil (WCO) by a low power, high frequency piezo-ultrasonic reactor

(2017) Mortaza Aghbashlo et al.   ENERGY

Emission, injection and combustion characteristics of biodiesel and oxygenated fuel blends in a common rail diesel engine

(2017) Ertan Alptekin   ENERGY

Predicting Cetane Index, Flash Point, and Content Sulfur of Diesel–Biodiesel Blend Using an Artificial Neural Network Model

(2017) Fernanda M. de Oliveira et al.   ENERGY & FUELS

Exergy-based sustainability analysis of a low power, high frequency piezo-based ultrasound reactor for rapid biodiesel production

(2017) Mortaza Aghbashlo et al.   ENERGY CONVERSION AND MANAGEMENT

Neat diesel beats waste-oriented biodiesel from the exergoeconomic and exergoenvironmental point of views

(2017) Mortaza Aghbashlo et al.   ENERGY CONVERSION AND MANAGEMENT

Biodiesel production by lipase-catalyzed transesterification of Ocimum basilicum L. (sweet basil) seed oil

(2017) Zeynab Amini et al.   ENERGY CONVERSION AND MANAGEMENT

Optimization of biodiesel production from Thevetia peruviana seed oil by adaptive neuro-fuzzy inference system coupled with genetic algorithm and response surface methodology

(2017) Benjamin Ogaga Ighose et al.   ENERGY CONVERSION AND MANAGEMENT

Process parameter assessment of biodiesel production from a Jatropha–algae oil blend by response surface methodology and artificial neural network

(2017) Sunil Kumar et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Application of LSSVM for biodiesel production using supercritical ethanol solvent

(2017) Zhenling Liu et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Prediction of density and kinematic viscosity of biodiesel by artificial neural networks

(2017) Ceyla Özgür et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Application of ANFIS strategy for prediction of biodiesel production using supercritical methanol

(2017) Jia Guo et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Biodiesel conversion modeling under several conditions using computational intelligence methods

(2017) Majid Mohadesi et al.   Environmental Progress & Sustainable Energy

Analysis of the performance, emission and combustion characteristics of a turbocharged diesel engine fuelled with Jatropha curcas biodiesel-diesel blends using kernel-based extreme learning machine

(2017) Arridina Susan Silitonga et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Emission analysis on the effect of nanoparticles on neat biodiesel in unmodified diesel engine

(2017) Amith Kishore Pandian et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Experimental and artificial neural network approach of noise and vibration characteristic of an unmodified diesel engine fuelled with conventional diesel, and biodiesel blends with natural gas addition

(2017) Kerimcan Çelebi et al.   FUEL

Performance and emission characteristics of a CI engine using nano particles additives in biodiesel-diesel blends and modeling with GP approach

(2017) M. Ghanbari et al.   FUEL

Combustion and emission characteristics of a direct injection diesel engine fueled with biodiesel and PODE/biodiesel fuel blends

(2017) Haoye Liu et al.   FUEL

A novel emulsion fuel containing aqueous nano cerium oxide additive in diesel–biodiesel blends to improve diesel engines performance and reduce exhaust emissions: Part II – Exergetic analysis

(2017) Mortaza Aghbashlo et al.   FUEL

Predicting the properties of biodiesel and its blends using mid-FT-IR spectroscopy and first-order multivariate calibration

(2017) Camilla L. Cunha et al.   FUEL

A comparative study of combustion, emission, and performance characteristics of rice-bran-, neem-, and cottonseed-oil biodiesels with varying degree of unsaturation

(2017) Gopinath Dhamodaran et al.   FUEL

Experimental and artificial neural network based prediction of performance and emission characteristics of DI diesel engine using Calophyllum inophyllum methyl ester at different nozzle opening pressure

(2017) G. Vairamuthu et al.   HEAT AND MASS TRANSFER

An Extreme Learning Machine Architecture Based on Volterra Filtering and PCA

(2017) Li CHEN et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Online Performance Monitoring and Modeling Paradigm Based on Just-in-Time Learning and Extreme Learning Machine for a Non-Gaussian Chemical Process

(2017) Xin Peng et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Improving combustion characteristics of diesel and biodiesel droplets by graphite oxide addition for diesel engine applications

(2017) Jong Boon Ooi et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Evaluation of vibration characteristics of a hydroxyl (HHO) gas generator installed diesel engine fuelled with different diesel–biodiesel blends

(2017) Erinç Uludamar et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

Evaluation of fuel consumption and vibration characteristic of a compression ignition engine fuelled with high viscosity biodiesel and hydrogen addition

(2017) Kerimcan Çelebi et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

A multiobjective approach in constructing a predictive model for Fischer-Tropsch synthesis

(2017) Effat Dehghanian et al.   JOURNAL OF CHEMOMETRICS

Exergy-based optimization of direct conversion of microalgae biomass to biodiesel

(2017) Mahmoud Karimi   JOURNAL OF CLEANER PRODUCTION

Reductions in diesel emissions including PM and PN emissions with diesel-biodiesel blends

(2017) Md. Nurun Nabi et al.   JOURNAL OF CLEANER PRODUCTION

A review of cleaner intensification technologies in biodiesel production

(2017) Lai Fatt Chuah et al.   JOURNAL OF CLEANER PRODUCTION

Experimental study and prediction of the performance and exhaust emissions of mixed Jatropha curcas-Ceiba pentandra biodiesel blends in diesel engine using artificial neural networks

(2017) Surya Dharma et al.   JOURNAL OF CLEANER PRODUCTION

Daily PM 2.5 concentration prediction based on principal component analysis and LSSVM optimized by cuckoo search algorithm

(2017) Wei Sun et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Application of Genetic Programing technique for predicting Uniaxial Compressive Strength using reservoir formation properties

(2017) M. Koolivand-Salooki et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Developing of ANN model for prediction of performance and emission characteristics of VCR engine with orange oil biodiesel blends

(2017) V. Karthickeyan et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Hybrid nero-fuzzy methods for estimation of ultrasound and mechanically stirring Influences on biodiesel synthesis through transesterification

(2017) Baharak Sajjadi et al.   MEASUREMENT

An Efficient Approach for Lipase-Catalyzed Synthesis of Retinyl Laurate Nutraceutical by Combining Ultrasound Assistance and Artificial Neural Network Optimization

(2017) Shang-Ming Huang et al.   MOLECULES

Attesting compliance of biodiesel quality using composition data and classification methods

(2017) Marcus Vinicius Lopes et al.   NEURAL COMPUTING & APPLICATIONS

Comparison of different artificial neural network architectures in modeling of Chlorella sp. flocculation

(2017) Alireza Moosavi Zenooz et al.   PREPARATIVE BIOCHEMISTRY & BIOTECHNOLOGY

Impacts of additives on performance and emission characteristics of diesel engines during steady state operation

(2017) Esmail Khalife et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Biodiesel fuels

(2017) Gerhard Knothe et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

State of the art of biodiesel production under supercritical conditions

(2017) Obie Farobie et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Application of soft computing methods for grid connected PV system: A technological and status review

(2017) M. Balamurugan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Modeling the energy ratio and productivity of biodiesel with different reactor dimensions and ultrasonic power using ANFIS

(2017) Leila Naderloo et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A comprehensive review on performance, combustion and emission characteristics of biodiesel fuelled diesel engines

(2017) P. Tamilselvan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Ignition delay, combustion and emission characteristics of Diesel engine fueled with rapeseed biodiesel – A literature review

(2017) Mohanad Aldhaidhawi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Review of techniques based on artificial neural networks for the electrical characterization of concentrator photovoltaic technology

(2017) Florencia Almonacid et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review on the prospects of sustainable biodiesel production: A global scenario with an emphasis on waste-oil biodiesel utilization

(2017) Masoumeh Hajjari et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

An Extreme Learning Machine Architecture Based on Volterra Filtering and PCA

(2017) Li CHEN et al.   IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

Performance evaluation of cottonseed oil methyl esters produced using CaO and prediction with an artificial neural network

(2017) C. N. Ude et al.   Biofuels-UK

Hevea brasiliensis (rubber seed) oil: modeling and optimization of extraction process parameters using response surface methodology and artificial neural network techniques

(2017) Samuel Erhigare Onoji et al.   Biofuels-UK

A genetic algorithm-based artificial neural network model with TOPSIS approach to optimize the engine performance

(2017) G. Sakthivel et al.   Biofuels-UK

Ultrasound-assisted biodiesel production from waste cooking oil using hydrotalcite prepared by combustion method as catalyst

(2016) Mohd Razealy Anuar et al.   APPLIED CATALYSIS A-GENERAL

Experimental assessment of performance and emissions maps for biodiesel fueled compression ignition engine

(2016) Kezrane Cheikh et al.   APPLIED ENERGY

Support vector machine-based exergetic modelling of a DI diesel engine running on biodiesel–diesel blends containing expanded polystyrene

(2016) Shahaboddin Shamshirband et al.   APPLIED THERMAL ENGINEERING

Multi-objective optimization of transesterification in biodiesel production catalyzed by immobilized lipase

(2016) Mahmoud Karimi et al.   Biofuels Bioproducts & Biorefining-Biofpr

Artificial neural networks: an efficient tool for modelling and optimization of biofuel production (a mini review)

(2016) Yeshona Sewsynker-Sukai et al.   BIOTECHNOLOGY & BIOTECHNOLOGICAL EQUIPMENT

Analysis and Optimization of Ultrasound-Assisted Alkaline Palm Oil Transesterification by RSM and ANN-GA

(2016) Baharak Sajjadi et al.   CHEMICAL ENGINEERING COMMUNICATIONS

Modeling the effects of ultrasound power and reactor dimension on the biodiesel production yield: Comparison of prediction abilities between response surface methodology (RSM) and adaptive neuro-fuzzy inference system (ANFIS)

(2016) Mostafa Mostafaei et al.   ENERGY

Wear element analysis using neural networks of a DI diesel engine using biodiesel with exhaust gas recirculation

(2016) V. Manieniyan et al.   ENERGY

The use of ELM-WT (extreme learning machine with wavelet transform algorithm) to predict exergetic performance of a DI diesel engine running on diesel/biodiesel blends containing polymer waste

(2016) Mortaza Aghbashlo et al.   ENERGY

Higher heating value determination of wheat straw from Baja California, Mexico

(2016) Gisela Montero et al.   ENERGY

Predicting the Cetane Number of Biodiesel Fuels from Their Fatty Acid Methyl Ester Composition

(2016) Shashank Mishra et al.   ENERGY & FUELS

Discriminant Analysis and Cluster Analysis of Biodiesel Fuel Blends Based on Fourier Transform Infrared Spectroscopy (FTIR)

(2016) Victor Hugo J. M. dos Santos et al.   ENERGY & FUELS

Exact estimation of biodiesel cetane number (CN) from its fatty acid methyl esters (FAMEs) profile using partial least square (PLS) adapted by artificial neural network (ANN)

(2016) Soleiman Hosseinpour et al.   ENERGY CONVERSION AND MANAGEMENT

Statistical modeling/optimization and process intensification of microwave-assisted acidified oil esterification

(2016) Lingling Ma et al.   ENERGY CONVERSION AND MANAGEMENT

Optimization of performance, emission, friction and wear characteristics of palm and Calophyllum inophyllum biodiesel blends

(2016) M.H. Mosarof et al.   ENERGY CONVERSION AND MANAGEMENT

Predictive capability evaluation of RSM, ANFIS and ANN: A case of reduction of high free fatty acid of palm kernel oil via esterification process

(2016) Eriola Betiku et al.   ENERGY CONVERSION AND MANAGEMENT

Artificial neural network prediction of NOxemissions from EGR and non-EGR engines running on soybean biodiesel fuel (B5) during cold idle mode

(2016) H. Omidvarborna et al.   Environmental Progress & Sustainable Energy

Comparison of empirical equations and artificial neural network results in terms of kinematic viscosity prediction of fuels based on hazelnut oil methyl ester

(2016) Tanzer Eryilmaz et al.   Environmental Progress & Sustainable Energy

Kinetics of transesterification of palm oil under conventional heating and microwave irradiation, using CaO as heterogeneous catalyst

(2016) Wei Ye et al.   FUEL

Fatty Acid Methyl Ester (FAME) composition used for estimation of biodiesel cetane number employing random forest and artificial neural networks: A new approach

(2016) Seyed MohammadReza Miraboutalebi et al.   FUEL

Comparison of performance and emissions characteristics of DI CI engine fueled with dual biodiesel blends of palm and jatropha

(2016) Ankur Nalgundwar et al.   FUEL

Assessment of performance, emission and combustion characteristics of palm, jatropha and Calophyllum inophyllum biodiesel blends

(2016) I.M. Monirul et al.   FUEL

Glycerolysis of palm fatty acid distillate for biodiesel feedstock under different reactor conditions

(2016) Aminul Islam et al.   FUEL

Influence of engine load and speed on regulated and unregulated emissions of a diesel engine fueled with diesel fuel blended with waste cooking oil biodiesel

(2016) X.J. Man et al.   FUEL

Optimizing mixture properties of biodiesel production using genetic algorithm-based evolutionary support vector machine

(2016) Min-Yuan Cheng et al.   International Journal of Green Energy

A comparative study between Modified Data Envelopment Analysis and Response Surface Methodology for optimisation of heterogeneous biodiesel production from waste cooking palm oil

(2016) Samrand Saeidi et al.   JOURNAL OF CLEANER PRODUCTION

Preparation of alkaline polymer catalyst by radiation induced grafting for transesterification of triacetin under neural network optimized conditions

(2016) Mohamed Mahmoud Nasef et al.   Journal of Macromolecular Science Part A-Pure and Applied Chemistry

Impact of tamanu oil-diesel blend on combustion, performance and emissions of diesel engine and its prediction methodology

(2016) K. S. S. Rao Yarrapragada et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Sensitivity analysis of catalyzed-transesterification as a renewable and sustainable energy production system by adaptive neuro-fuzzy methodology

(2016) Baharak Sajjadi et al.   Journal of the Taiwan Institute of Chemical Engineers

Highly Efficient Synthesis of an Emerging Lipophilic Antioxidant: 2-Ethylhexyl Ferulate

(2016) Kuo-Chuan Huang et al.   MOLECULES

Modelling total weighted vibration of a trailer seat pulled by a two-wheel tractor consumed diesel–biodiesel fuel blends using ANFIS methodology

(2016) Seyed Vahid Mirnezami et al.   NEURAL COMPUTING & APPLICATIONS

Extreme learning machine and adaptive sparse representation for image classification

(2016) Jiuwen Cao et al.   NEURAL NETWORKS

A Fast Reduced Kernel Extreme Learning Machine

(2016) Wan-Yu Deng et al.   NEURAL NETWORKS

A Hybrid Heat Rate Forecasting Model Using Optimized LSSVM Based on Improved GSA

(2016) Chao Liu et al.   NEURAL PROCESSING LETTERS

Multivariate alternating decision trees

(2016) Hong Kuan Sok et al.   PATTERN RECOGNITION

Review on various modelling techniques for the solar dryers

(2016) Om Prakash et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Prediction and application of solar radiation with soft computing over traditional and conventional approach – A comprehensive review

(2016) Sthitapragyan Mohanty et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A comprehensive review on properties of edible and non-edible vegetable oil-based biodiesel: Composition, specifications and prediction models

(2016) Baharak Sajjadi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Effect of an emission-reducing soluble hybrid nanocatalyst in diesel/biodiesel blends on exergetic performance of a DI diesel engine

(2016) Mortaza Aghbashlo et al.   RENEWABLE ENERGY

Analysis of blended fuel properties and engine performance with palm biodiesel–diesel blended fuel

(2016) Obed M. Ali et al.   RENEWABLE ENERGY

The role of nano additives for biodiesel and diesel blended transportation fuels

(2016) Vijayakumar Chandrasekaran et al.   TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT

Application of Hybrid Neural Fuzzy System (ANFIS) in Food Processing and Technology

(2016) Majdi Al-Mahasneh et al.   Food Engineering Reviews

Vibration analysis of a diesel engine using biodiesel fuel blended with nano particles by dual fueling of hydrogen

(2016) Syed Javed et al.   Journal of Natural Gas Science and Engineering

Exploratory analysis of biodiesel/diesel blends by Kohonen neural networks and infrared spectroscopy

(2015) Carlos Eduardo Cardoso Galhardo et al.   Analytical Methods

A new approach for dynamic fuzzy logic parameter tuning in Ant Colony Optimization and its application in fuzzy control of a mobile robot

(2015) Oscar Castillo et al.   APPLIED SOFT COMPUTING

Investigation of the usability of biodiesel obtained from residual frying oil in a diesel engine with thermal barrier coating

(2015) Selman Aydin et al.   APPLIED THERMAL ENGINEERING

Prediction of Kinematic Viscosities of Biodiesels Derived from Edible and Non-edible Vegetable Oils by Using Artificial Neural Networks

(2015) Tanzer Eryilmaz et al.   ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING

Application of Artificial Neural Networks (ANNs) in Drying Technology: A Comprehensive Review

(2015) Mortaza Aghbashlo et al.   DRYING TECHNOLOGY

Exergy analysis of biohydrogen production from various carbon sources via anaerobic photosynthetic bacteria ( Rhodospirillum rubrum )

(2015) Seyed Sina Hosseini et al.   ENERGY

Opportunity to Improve Diesel-Fuel Cetane-Number Prediction from Easily Available Physical Properties and Application of the Least-Squares Method and Artificial Neural Networks

(2015) Dicho Stratiev et al.   ENERGY & FUELS

Electricity consumption forecasting models for administration buildings of the UK higher education sector

(2015) K.P. Amber et al.   ENERGY AND BUILDINGS

Optimization of KOH-catalyzed methanolysis of hempseed oil

(2015) Olivera S. Stamenković et al.   ENERGY CONVERSION AND MANAGEMENT

Optimization of sunflower oil ethanolysis catalyzed by calcium oxide: RSM versus ANN-GA

(2015) Jelena M. Avramović et al.   ENERGY CONVERSION AND MANAGEMENT

Performance and exhaust emission characteristics of direct-injection diesel engine fueled with enriched biodiesel

(2015) Mohamad A. Hasan Altaie et al.   ENERGY CONVERSION AND MANAGEMENT

Transient performance and emission characteristics of a heavy-duty diesel engine fuelled with microalga Chlorella variabilis and Jatropha curcas biodiesels

(2015) Devendra Singh et al.   ENERGY CONVERSION AND MANAGEMENT

Evaluation of combustion, performance, and emissions of optimum palm–coconut blend in turbocharged and non-turbocharged conditions of a diesel engine

(2015) M.I. Arbab et al.   ENERGY CONVERSION AND MANAGEMENT

Improving exergetic and sustainability parameters of a DI diesel engine using polymer waste dissolved in biodiesel as a novel diesel additive

(2015) Mortaza Aghbashlo et al.   ENERGY CONVERSION AND MANAGEMENT

Discriminating rapeseed varieties using computer vision and machine learning

(2015) F. Kurtulmuş et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of artificial neural networks to predict viscosity, iodine value and induction period of biodiesel focused on the study of oxidative stability

(2015) Alex Oliveira Barradas Filho et al.   FUEL

Modeling of ultrasound assisted intensification of biodiesel production from neem (Azadirachta indica) oil using response surface methodology and artificial neural network

(2015) J. Prakash Maran et al.   FUEL

Effect of different percentages of biodiesel–diesel blends on injection, spray, combustion, performance, and emission characteristics of a diesel engine

(2015) Subhash Lahane et al.   FUEL

Artificial neural network models to predict density, dynamic viscosity, and cetane number of biodiesel

(2015) C.I. Rocabruno-Valdés et al.   FUEL

Combustion and emission characteristics of diesel engine fueled with diesel/biodiesel/pentanol fuel blends

(2015) Li Li et al.   FUEL

Optimization of Bauhinia monandra seed oil extraction via artificial neural network and response surface methodology: A potential biofuel candidate

(2015) Aramide M. Akintunde et al.   INDUSTRIAL CROPS AND PRODUCTS

The artificial neural network for solar radiation prediction and designing solar systems: a systematic literature review

(2015) Atika Qazi et al.   JOURNAL OF CLEANER PRODUCTION

An integrated approach for real-time model-based state-of-charge estimation of lithium-ion batteries

(2015) Cheng Zhang et al.   JOURNAL OF POWER SOURCES

Multi-variable optimization of diesel engine fuelled with biodiesel using grey-Taguchi method

(2015) Mustabshirha Gul et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Application of design of experiments and artificial neural network in optimization of ultrasonic energy-assisted transesterification ofSardinella longicepsfish oil to biodiesel

(2015) N. Shenbaga Vinayaga Moorthi et al.   JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS

Comparative performance of six supervised learning methods for the development of models of hard rock pillar stability prediction

(2015) Jian Zhou et al.   NATURAL HAZARDS

Novel approaches using evolutionary computation for sparse least square support vector machines

(2015) Danilo Avilar Silva et al.   NEUROCOMPUTING

Sparse alternating decision tree

(2015) Hong Kuan Sok et al.   PATTERN RECOGNITION LETTERS

MNLR and ANN structural group contribution methods for predicting the flash point temperature of pure compounds in the transportation fuels range

(2015) Tareq A. Albahri   PROCESS SAFETY AND ENVIRONMENTAL PROTECTION

A review on recent advancement in catalytic materials for biodiesel production

(2015) M.R. Avhad et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Modeling and optimization of biodiesel engine performance using kernel-based extreme learning machine and cuckoo search

(2015) Pak Kin Wong et al.   RENEWABLE ENERGY

Performance evaluation of artificial neural network coupled with generic algorithm and response surface methodology in modeling and optimization of biodiesel production process parameters from shea tree (Vitellaria paradoxa) nut butter

(2015) Eriola Betiku et al.   RENEWABLE ENERGY

Prediction of performance and emission characteristics in a biodiesel engine using WCO ester: a comparative study of neural networks

(2015) Shiva Kumar et al.   SOFT COMPUTING

Comparison of response surface methodology and artificial neural network approach towards efficient ultrasound-assisted biodiesel production from muskmelon oil

(2015) J. Prakash Maran et al.   ULTRASONICS SONOCHEMISTRY

Ultrasound assisted biodiesel production from sesame ( Sesamum indicum L.) oil using barium hydroxide as a heterogeneous catalyst: Comparative assessment of prediction abilities between response surface methodology (RSM) and artificial neural network (ANN)

(2015) Antaram Sarve et al.   ULTRASONICS SONOCHEMISTRY

Response surface optimization and artificial neural network modeling of biodiesel production from crude mahua (Madhuca indica) oil under supercritical ethanol conditions using CO2 as co-solvent

(2015) Antaram N. Sarve et al.   RSC Advances

A structural weight estimation model of FPSO topsides using an improved genetic programming method

(2015) Sol Ha et al.   Ships and Offshore Structures

Development of ANN model for prediction of performance and emission characteristics of hydrogen dual fueled diesel engine with Jatropha Methyl Ester biodiesel blends

(2015) Syed Javed et al.   Journal of Natural Gas Science and Engineering

Prediction of selected biodiesel fuel properties using artificial neural network

(2015) Solomon O. Giwa et al.   Frontiers in Energy

Measurement Techniques to Monitor and Control Fluidization Quality in Fluidized Bed Dryers: A Review

(2014) Mortaza Aghbashlo et al.   DRYING TECHNOLOGY

An investigation of the engine performance, emissions and combustion characteristics of coconut biodiesel in a high-pressure common-rail diesel engine

(2014) H.G. How et al.   ENERGY

Mathematical modeling and process parameters optimization studies by artificial neural network and response surface methodology: A case of non-edible neem (Azadirachta indica) seed oil biodiesel synthesis

(2014) Eriola Betiku et al.   ENERGY

Estimation of Density of Biodiesel

(2014) Suriya Phankosol et al.   ENERGY & FUELS

Properties and use of Moringa oleifera biodiesel and diesel fuel blends in a multi-cylinder diesel engine

(2014) M. Mofijur et al.   ENERGY CONVERSION AND MANAGEMENT

The effect of additives on properties, performance and emission of biodiesel fuelled compression ignition engine

(2014) H.K. Rashedul et al.   ENERGY CONVERSION AND MANAGEMENT

Effect of antioxidant on the performance and emission characteristics of a diesel engine fueled with palm biodiesel blends

(2014) I.M. Rizwanul Fattah et al.   ENERGY CONVERSION AND MANAGEMENT

$\rm E}^{2{\rm LMs}$: Ensemble Extreme Learning Machines for Hyperspectral Image Classification

(2014) Alim Samat et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Comparative evaluation of performance and emission characteristics of Moringa oleifera and Palm oil based biodiesel in a diesel engine

(2014) M. Mofijur et al.   INDUSTRIAL CROPS AND PRODUCTS

Modeling and optimization of Thevetia peruviana (yellow oleander) oil biodiesel synthesis via Musa paradisiacal (plantain) peels as heterogeneous base catalyst: A case of artificial neural network vs. response surface methodology

(2014) Eriola Betiku et al.   INDUSTRIAL CROPS AND PRODUCTS

Estimation of Monthly Sunshine Duration in Turkey Using Artificial Neural Networks

(2014) H. M. Kandirmaz et al.   INTERNATIONAL JOURNAL OF PHOTOENERGY

A Polymath Approach for the Prediction of Optimized Transesterification Process Variables of Polanga Biodiesel

(2014) Sunil Dhingra et al.   JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY

Applications of artificial neural networks in prediction of performance, emission and combustion characteristics of variable compression ratio engine fuelled with waste cooking oil biodiesel

(2014) K. Muralidharan et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Integration of reactive extraction with supercritical fluids for process intensification of biodiesel production: Prospects and recent advances

(2014) Keat Teong Lee et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Biodiesel via supercritical ethanolysis within a global analysis “feedstocks-conversion-engine” for a sustainable fuel alternative

(2014) Lucie Coniglio et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Modeling of biomass gasification: A review

(2014) Dipal Baruah et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Review of combustion characteristics of CI engines fueled with biodiesel

(2014) E. Rajasekar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Application of Stochastic Gradient Boosting Technique to Enhance Reliability of Real-Time Risk Assessment

(2014) Mohamed M. Ahmed et al.   TRANSPORTATION RESEARCH RECORD

Biodiesel production, characterization, engine performance, and emission characteristics of Malaysian Alexandrian laurel oil

(2014) I. M. Rizwanul Fattah et al.   RSC Advances

Intensification of biodiesel production from waste goat tallow using infrared radiation: Process evaluation through response surface methodology and artificial neural network

(2013) R. Chakraborty et al.   APPLIED ENERGY

Esterification of oleic acid to biodiesel using magnetic ionic liquid: Multi-objective optimization and kinetic study

(2013) Ahmad Hafiidz Mohammad Fauzi et al.   APPLIED ENERGY

Modelling of diesel engine performance using advanced machine learning methods under scarce and exponential data set

(2013) Ka In Wong et al.   APPLIED SOFT COMPUTING

A hybrid method of modified NSGA-II and TOPSIS to optimize performance and emissions of a diesel engine using biodiesel

(2013) Mir Majid Etghani et al.   APPLIED THERMAL ENGINEERING

ANFIS modelling of the performance and emissions of a diesel engine using diesel fuel and biodiesel blends

(2013) Murat Hosoz et al.   APPLIED THERMAL ENGINEERING

A review of current technology for biodiesel production: State of the art

(2013) E.F. Aransiola et al.   BIOMASS & BIOENERGY

Artificial neural network approach for modeling of ultrasound-assisted transesterification process of crude Jatropha oil catalyzed by heteropolyacid based catalyst

(2013) Ali Sabri Badday et al.   CHEMICAL ENGINEERING AND PROCESSING

The Use of Artificial Neural Networks for Identifying Sustainable Biodiesel Feedstocks

(2013) Mohammed Jahirul et al.   Energies

Combustion and performance characteristics of CI (compression ignition) engine running with biodiesel

(2013) B. Tesfa et al.   ENERGY

Cuckoo search algorithm for economic dispatch

(2013) M. Basu et al.   ENERGY

Modeling and optimization of biodiesel engine performance using advanced machine learning methods

(2013) Ka In Wong et al.   ENERGY

A study on the performance and emission of a diesel engine fueled with Karanja biodiesel and its blends

(2013) Bhupendra Singh Chauhan et al.   ENERGY

Combined impact of injection pressure and combustion chamber geometry on the performance of a biodiesel fueled diesel engine

(2013) S. Jaichandar et al.   ENERGY

Experimental investigation of kapok (Ceiba pentandra) oil biodiesel as an alternate fuel for diesel engine

(2013) S. Vedharaj et al.   ENERGY CONVERSION AND MANAGEMENT

Optimization of oleic acid esterification catalyzed by ionic liquid for green biodiesel synthesis

(2013) Ahmad Hafiidz Mohammad Fauzi et al.   ENERGY CONVERSION AND MANAGEMENT

A Bayesian regularized artificial neural network for stock market forecasting

(2013) Jonathan L. Ticknor   EXPERT SYSTEMS WITH APPLICATIONS

Breast cancer diagnosis based on feature extraction using a hybrid of K-means and support vector machine algorithms

(2013) Bichen Zheng et al.   EXPERT SYSTEMS WITH APPLICATIONS

Application of near infrared spectroscopy to predict the average droplet size and water content in biodiesel emulsions

(2013) Marlene Bampi et al.   FUEL

Comparison of combustion characteristics and brake thermal efficiency of a heavy-duty diesel engine fueled with diesel and biodiesel at high altitude

(2013) Xin Wang et al.   FUEL

A comprehensive evaluation of the cetane numbers of fatty acid methyl esters

(2013) Gerhard Knothe   FUEL

Neural network prediction of biodiesel kinematic viscosity at 313K

(2013) Xiangzan Meng et al.   FUEL

Optimization of base-catalyzed ethanolysis of sunflower oil by regression and artificial neural network models

(2013) Olivera S. Stamenković et al.   FUEL PROCESSING TECHNOLOGY

Intensification of glycerolysis reaction of higher free fatty acid containing sustainable feedstock using microwave irradiation

(2013) Vitthal L. Gole et al.   FUEL PROCESSING TECHNOLOGY

Artificial neural network modeling of biolubricant production using Novozym 435 and castor oil substrate

(2013) Mohamad Hajar et al.   INDUSTRIAL CROPS AND PRODUCTS

Artificial neural network approach to study the effect of injection pressure and timing on diesel engine performance fueled with biodiesel

(2013) G. R. Kannan et al.   INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY

Correlation between the chemical structure of biodiesel and its physical properties

(2013) A. A. Refaat   International Journal of Environmental Science and Technology

Optimization of process parameters for lipase-catalyzed synthesis of esteramines-based esterquats using wavelet neural network (WNN) in 2-liter bioreactor

(2013) Hamid Reza Fard Masoumi et al.   JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY

Comparison of Estimation Capabilities of the Artificial Neural Network with the Wavelet Neural Network in Lipase-Catalyzed Synthesis of Triethanolamine-Based Esterquats Cationic Surfactant

(2013) Hamid Reza Fard Masoumi et al.   JOURNAL OF SURFACTANTS AND DETERGENTS

The influence of nano additive blended biodiesel fuels on the working characteristics of a diesel engine

(2013) J. Sadhik Basha et al.   Journal of the Brazilian Society of Mechanical Sciences and Engineering

Immobilized lipase-catalyzed transesterification of Jatropha curcas oil: Optimization and modeling

(2013) Alireza Zarei et al.   Journal of the Taiwan Institute of Chemical Engineers

Optimization of Biodiesel Injection Parameters Based on Support Vector Machine

(2013) Fuxi Shi et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Are plant lipases a promising alternative to catalyze transesterification for biodiesel production?

(2013) Rédéo Wilfried Moussavou Mounguengui et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

Impacts of biodiesel combustion on NOx emissions and their reduction approaches

(2013) S.M. Palash et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Overview properties of biodiesel diesel blends from edible and non-edible feedstock

(2013) A.S. Silitonga et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Performance and emission characteristics of biodiesel from different origins: A review

(2013) Niraj Kumar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Artificial neural networks for controlling wind–PV power systems: A review

(2013) Kerim Karabacak et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Towards a sustainable approach for development of biodiesel from plant and microalgae

(2013) Bhaskar Singh et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Solar radiation prediction using Artificial Neural Network techniques: A review

(2013) Amit Kumar Yadav et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Kernel-based extreme learning machine for remote-sensing image classification

(2013) Mahesh Pal et al.   Remote Sensing Letters

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

Chemometric Techniques Applied for Classification and Quantification of Binary Biodiesel/Diesel Blends

(2012) Werickson F. C. Rocha et al.   ANALYTICAL LETTERS

Combustion and emissions characteristics of diesel engine fueled by biodiesel at partial load conditions

(2012) H. An et al.   APPLIED ENERGY

Transesterification of waste cooking oil by heteropoly acid (HPA) catalyst: Optimization and kinetic model

(2012) Amin Talebian-Kiakalaieh et al.   APPLIED ENERGY

Optimizing the modified fuzzy ant-miner for efficient medical diagnosis

(2012) Thannob Aribarg et al.   APPLIED INTELLIGENCE

Support vector regression with chaos-based firefly algorithm for stock market price forecasting

(2012) Ahmad Kazem et al.   APPLIED SOFT COMPUTING

High productivity cultivation of a heat-resistant microalga Chlorella sorokiniana for biofuel production

(2012) Tingting Li et al.   BIORESOURCE TECHNOLOGY

Extraction of oil from microalgae for biodiesel production: A review

(2012) Ronald Halim et al.   BIOTECHNOLOGY ADVANCES

Optimization of ultrasound-assisted base-catalyzed methanolysis of sunflower oil using response surface and artifical neural network methodologies

(2012) Katarina M. Rajković et al.   CHEMICAL ENGINEERING JOURNAL

Prediction of glycerol removal from biodiesel using ammonium and phosphunium based deep eutectic solvents using artificial intelligence techniques

(2012) Kaveh Shahbaz et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Process synthesis of biodiesel production plant using artificial neural networks as the surrogate models

(2012) Ismail Fahmi et al.   COMPUTERS & CHEMICAL ENGINEERING

Exhaust emissions from a light-duty diesel engine with Jatropha biodiesel fuel

(2012) Pi-qiang Tan et al.   ENERGY

Combined effect of injection timing and combustion chamber geometry on the performance of a biodiesel fueled diesel engine

(2012) S. Jaichandar et al.   ENERGY

Prediction of the cetane number of biodiesel using artificial neural networks and multiple linear regression

(2012) Ramón Piloto-Rodríguez et al.   ENERGY CONVERSION AND MANAGEMENT

Multivariate near infrared spectroscopy models for predicting the oxidative stability of biodiesel: Effect of antioxidants addition

(2012) Nuno Canha et al.   FUEL

Biodiesel production and prediction of engine performance using SIMULINK model of trained neural network

(2012) H. Sharon et al.   FUEL

Noise prediction of a diesel engine fueled with olive pomace oil methyl ester blended with diesel fuel

(2012) M.D. Redel-Macías et al.   FUEL

Common rail diesel tractor engine performance running on pure plant oil

(2012) W. Golimowski et al.   FUEL

Inference of the biodiesel cetane number by multivariate techniques

(2012) Diogo V. Nadai et al.   FUEL

Effects of soybean biodiesel on a DI diesel engine performance, emission and combustion characteristics

(2012) Orkun Özener et al.   FUEL

Production of biodiesel from high-FFA neem oil and its performance, emission and combustion characterization in a single cylinder DICI engine

(2012) Atul Dhar et al.   FUEL PROCESSING TECHNOLOGY

Effect of blends of Diesel and Palm-Castor biodiesels on viscosity, cloud point and flash point

(2012) J.D. Mejía et al.   INDUSTRIAL CROPS AND PRODUCTS

Esters flash point prediction using artificial neural networks

(2012) Gonzalo Astray et al.   JOURNAL OF COMPUTATIONAL CHEMISTRY

The effects of catalysts in biodiesel production: A review

(2012) I.M. Atadashi et al.   JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY

Online genetic-ANFIS temperature control for advanced microwave biodiesel reactor

(2012) W.A. Wali et al.   JOURNAL OF PROCESS CONTROL

Artificial neural networks based prediction of performance and exhaust emissions in direct injection engine using castor oil biodiesel-diesel blends

(2012) M. H. Shojaeefard et al.   Journal of Renewable and Sustainable Energy

Real time monitoring and intelligent control for novel advanced microwave biodiesel reactor

(2012) W.A. Wali et al.   MEASUREMENT

Biodiesel production control using PNN and Coriolis flowmeter

(2012) Nunzio Marco Torrisi et al.   NEURAL COMPUTING & APPLICATIONS

A comparative study of generalized regression neural network approach and adaptive neuro-fuzzy inference systems for prediction of unconfined compressive strength of rocks

(2012) Rajesh Singh et al.   NEURAL COMPUTING & APPLICATIONS

Hopfield neural network: The hyperbolic tangent and the piecewise-linear activation functions

(2012) Amanda C. Mathias et al.   NEURAL NETWORKS

Exhaust emissions of diesel engines operating under transient conditions with biodiesel fuel blends

(2012) Evangelos G. Giakoumis et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE

A review on microwave-assisted production of biodiesel

(2012) F. Motasemi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A comprehensive review on biodiesel as an alternative energy resource and its characteristics

(2012) A.E. Atabani et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Non-edible vegetable oils: A critical evaluation of oil extraction, fatty acid compositions, biodiesel production, characteristics, engine performance and emissions production

(2012) A.E. Atabani et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Overview of the production of biodiesel from Waste cooking oil

(2012) Zahira Yaakob et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Data mining and wind power prediction: A literature review

(2012) Ilhami Colak et al.   RENEWABLE ENERGY

The optimized operational conditions for biodiesel production from soybean oil and application of artificial neural networks for estimation of the biodiesel yield

(2012) G.R. Moradi et al.   RENEWABLE ENERGY

Catalytic Technologies for Biodiesel Fuel Production and Utilization of Glycerol: A Review

(2012) Le Tu Thanh et al.   Catalysts

Use of Biodiesel and Bio-oil Emulsions as an Alternative Fuel for Direct Injection Diesel Engine

(2012) R. Prakash et al.   Waste and Biomass Valorization

Biodiesel classification by base stock type (vegetable oil) using near infrared spectroscopy data

(2011) Roman M. Balabin et al.   ANALYTICA CHIMICA ACTA

Artificial Neural Network based prediction of performance and emission characteristics of a variable compression ratio CI engine using WCO as a biodiesel at different injection timings

(2011) Shivakumar et al.   APPLIED ENERGY

Artificial neural networks modelling of engine-out responses for a light-duty diesel engine fuelled with biodiesel blends

(2011) Harun Mohamed Ismail et al.   APPLIED ENERGY

Optimization of heterogeneous biodiesel production from waste cooking palm oil via response surface methodology

(2011) Wan Nor Nadyaini Wan Omar et al.   BIOMASS & BIOENERGY

Ethyl levulinate: A potential bio-based diluent for biodiesel which improves cold flow properties

(2011) Hem Joshi et al.   BIOMASS & BIOENERGY

A wavelet optimization approach for ECG signal classification

(2011) Abdelhamid Daamouche et al.   Biomedical Signal Processing and Control

An approach based on probabilistic neural network for diagnosis of Mesothelioma’s disease

(2011) Orhan Er et al.   COMPUTERS & ELECTRICAL ENGINEERING

Performance, emission and combustion characteristics of biodiesel fuelled variable compression ratio engine

(2011) K. Muralidharan et al.   ENERGY

A study on the performance and emission of a diesel engine fueled with Jatropha biodiesel oil and its blends

(2011) Bhupendra Singh Chauhan et al.   ENERGY

Near-Infrared (NIR) Spectroscopy for Biodiesel Analysis: Fractional Composition, Iodine Value, and Cold Filter Plugging Point from One Vibrational Spectrum

(2011) Roman M. Balabin et al.   ENERGY & FUELS

Performance and Exhaust Emissions of a Diesel Engine Using Hybrid Fuel with an Artificial Neural Network

(2011) P. Shanmugam et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

The impact of fuel injection pressure on the exhaust emissions of a direct injection diesel engine fueled with biodiesel–diesel fuel blends

(2011) Metin Gumus et al.   FUEL

Transesterification of vegetable oil into biodiesel catalyzed by CaO: A review

(2011) Masato Kouzu et al.   FUEL

FTIR assessment of the oxidation process of castor oil FAME submitted to PetroOXY and Rancimat methods

(2011) Susana V. Araújo et al.   FUEL PROCESSING TECHNOLOGY

Performance and emission study of waste anchovy fish biodiesel in a diesel engine

(2011) Rasim Behçet   FUEL PROCESSING TECHNOLOGY

Study on the glycerolysis reaction of high free fatty acid oils for use as biodiesel feedstock

(2011) Pedro Felizardo et al.   FUEL PROCESSING TECHNOLOGY

Advantages of Radial Basis Function Networks for Dynamic System Design

(2011) Hao Yu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Applications of Radial-Basis Function and Generalized Regression Neural Networks for Modeling of Coagulant Dosage in a Drinking Water-Treatment Plant: Comparative Study

(2011) Salim Heddam et al.   JOURNAL OF ENVIRONMENTAL ENGINEERING

Back propagation artificial neural network (BPANN) based performance analysis of diesel engine using biodiesel

(2011) Sumita Deb Barma et al.   Journal of Renewable and Sustainable Energy

Biodiesel production by ultrasound-assisted transesterification: State of the art and the perspectives

(2011) Vlada B. Veljković et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A comparative study of molar ratio effect on transesterification of Jatropha Curcas using kinetic and fuzzy techniques

(2011) Vipan Kumar Sohpal et al.   International Journal of Oil Gas and Coal Technology

On the discovery of association rules by means of evolutionary algorithms

(2011) María J. del Jesus et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Opportunities and challenges for biodiesel fuel

(2010) Lin Lin et al.   APPLIED ENERGY

Influence of biodiesel on engine combustion and emission characteristics

(2010) Breda Kegl   APPLIED ENERGY

Biodiesel production from mixture of mahua and simarouba oils with high free fatty acids

(2010) Prakash C. Jena et al.   BIOMASS & BIOENERGY

The emission analysis of an IDI diesel engine fueled with methyl ester of waste frying palm oil and its blends

(2010) Ahmet Necati Ozsezen et al.   BIOMASS & BIOENERGY

Optimization of operational conditions for adipate ester synthesis in a stirred tank reactor

(2010) Naz Chaibakhsh et al.   BIOTECHNOLOGY AND BIOPROCESS ENGINEERING

Effect of fuel injection timing and intake pressure on the performance of a DI diesel engine – A parametric study using CFD

(2010) B. Jayashankara et al.   ENERGY CONVERSION AND MANAGEMENT

Prediction of Acid Values of Vegetable Oils Having High Free Fatty Acids Using Artificial Neural Networks

(2010) M. Satyanarayana et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

An Experimental Study on the Exhaust Emissions of a Partially Loaded Compressed Ignition Engine Fueled with Biodiesel Derived from Cottonseed Oil

(2010) H. Aydin et al.   Energy Sources Part A-Recovery Utilization and Environmental Effects

Prediction of diesel engine performance using biofuels with artificial neural network

(2010) Hidayet Oğuz et al.   EXPERT SYSTEMS WITH APPLICATIONS

Intelligent Estimation of the Canola Oil Stability Using Artificial Neural Networks

(2010) Amir Ahmad Dehghani et al.   Food and Bioprocess Technology

A comprehensive experimental investigation of combustion and heat release characteristics of a biodiesel (hazelnut kernel oil methyl ester) fueled direct injection compression ignition engine

(2010) M. Gumus   FUEL

Ultrasonic-assisted biodiesel production process from palm oil using alkaline earth metal oxides as the heterogeneous catalysts

(2010) Hamed Mootabadi et al.   FUEL

Fuel consumption and emissions from a diesel power generator fuelled with castor oil and soybean biodiesel

(2010) Osmano Souza Valente et al.   FUEL

Effects of biodiesel on a DI diesel engine performance, emission and combustion characteristics

(2010) Ekrem Buyukkaya   FUEL

Performance and emission characteristics of an CI engine fueled with diesel–biodiesel–bioethanol blends

(2010) István Barabás et al.   FUEL

Neural network (ANN) approach to biodiesel analysis: Analysis of biodiesel density, kinematic viscosity, methanol and water contents using near infrared (NIR) spectroscopy

(2010) Roman M. Balabin et al.   FUEL

Biodiesel from safflower oil and its application in a diesel engine

(2010) Cumali Ilkılıç et al.   FUEL PROCESSING TECHNOLOGY

Recursive Least Squares-Based Adaptive Control of a Biodiesel Transesterification Reactor

(2010) Ho Yong Kuen et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Artificial neural network analysis of lipase-catalyzed synthesis of sugar alcohol ester

(2010) Atena Adnani et al.   INDUSTRIAL CROPS AND PRODUCTS

Performance prediction of a CI engine using artificial neural network for various SME and diesel fuel blends

(2010) Burak Gokalp et al.   INTERNATIONAL JOURNAL OF VEHICLE DESIGN

QSPR prediction of flash point of esters by means of GFA and ANFIS

(2010) Aboozar Khajeh et al.   JOURNAL OF HAZARDOUS MATERIALS

Cetane Number Prediction of Biodiesel from the Composition of the Fatty Acid Methyl Esters

(2010) Dongmei Tong et al.   JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY

Performance and Emissions of a Turbocharged, High-Pressure Common Rail Diesel Engine Operating on Biodiesel/Diesel Blends

(2010) X-G Wang et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING

Combustion, emission and engine performance characteristics of used cooking oil biodiesel—A review

(2010) C.C. Enweremadu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

High quality biodiesel and its diesel engine application: A review

(2010) I.M. Atadashi et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Synthesis of biodiesel from waste cooking oil using sonochemical reactors

(2010) Shishir M. Hingu et al.   ULTRASONICS SONOCHEMISTRY

Performance and emission evaluation of a compression ignition engine using a biodiesel (apricot seed kernel oil methyl ester) and its blends with diesel fuel

(2009) M. Gumus et al.   BIOMASS & BIOENERGY

Effect of Spray and EGR Rate on the Combustion and Emission Characteristics of Biodiesel Fuel in a Compression Ignition Engine

(2009) Seung Hyun Yoon et al.   ENERGY & FUELS

Prediction of optimized pretreatment process parameters for biodiesel production using ANN and GA

(2009) Machavaram Rajendra et al.   FUEL

Engine performance and emission characteristics of marine fish-oil biodiesel produced from the discarded parts of marine fish

(2009) Cherng-Yuan Lin et al.   FUEL PROCESSING TECHNOLOGY

Approximate Predictive versus Self-Tuning Adaptive Control Strategies of Biodiesel Reactors

(2009) Farouq S. Mjalli et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

Combustion and performance evaluation of a diesel engine fueled with biodiesel produced from soybean crude oil

(2009) D.H. Qi et al.   RENEWABLE ENERGY

Performance and emission characteristics of a Kirloskar HA394 diesel engine operated on fish oil methyl esters

(2009) Sharanappa Godiganur et al.   RENEWABLE ENERGY

A Comparison of RBF Neural Network Training Algorithms for Inertial Sensor Based Terrain Classification

(2009) Tuba Kurban et al.   SENSORS

Biodiesel from cotton seed oil and its effect on engine performance and exhaust emissions

(2008) Md. Nurun Nabi et al.   APPLIED THERMAL ENGINEERING

Pumpkin (Cucurbita pepo L.) seed oil as an alternative feedstock for the production of biodiesel in Greece

(2008) P. Schinas et al.   BIOMASS & BIOENERGY

Influence of fatty acid composition of raw materials on biodiesel properties

(2008) María Jesús Ramos et al.   BIORESOURCE TECHNOLOGY

Support vector machines (SVM) in near infrared (NIR) spectroscopy: Focus on parameters optimization and model interpretation

(2008) Olivier Devos et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Identification of the Biodiesel Source Using an Electronic Nose

(2008) D. S. Giordani et al.   ENERGY & FUELS

A New Neural Network−Group Contribution Method for Estimation of Flash Point Temperature of Pure Components

(2008) Farhad Gharagheizi et al.   ENERGY & FUELS

A critical review of bio-diesel as a vehicular fuel

(2008) Mustafa Balat et al.   ENERGY CONVERSION AND MANAGEMENT

Prediction of performance and exhaust emissions of a diesel engine fueled with biodiesel produced from waste frying palm oil

(2008) Mustafa Canakci et al.   EXPERT SYSTEMS WITH APPLICATIONS

Evaluation of hazardous waste transportation firms by using a two step fuzzy-AHP and TOPSIS methodology

(2008) Alev Taskin Gumus   EXPERT SYSTEMS WITH APPLICATIONS

Comparison of emissions of a direct injection diesel engine operating on biodiesel with emulsified and fumigated methanol

(2008) C.H. Cheng et al.   FUEL

Advancements in development and characterization of biodiesel: A review

(2008) Y.C. Sharma et al.   FUEL

Effect of the alcohol type used in the production of waste cooking oil biodiesel on diesel performance and emissions

(2008) Magín Lapuerta et al.   FUEL

Predicting the temperature dependent viscosity of biodiesel fuels

(2008) W. Yuan et al.   FUEL

Combustion analysis of Jatropha, Karanja and Polanga based biodiesel as fuel in a diesel engine

(2008) P.K. Sahoo et al.   FUEL

Plant triacylglycerols as feedstocks for the production of biofuels

(2008) Timothy P. Durrett et al.   PLANT JOURNAL

Artificial intelligence techniques for sizing photovoltaic systems: A review

(2008) A. Mellit et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A review on the forecasting of wind speed and generated power

(2008) Ma Lei et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Diesel engine performance and exhaust emission analysis using waste cooking biodiesel fuel with an artificial neural network

(2008) B. Ghobadian et al.   RENEWABLE ENERGY

Experimental investigation on regulated and unregulated emissions of a diesel engine fueled with ultra-low sulfur diesel fuel blended with biodiesel from waste cooking oil

(2008) Yage Di et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Critical review on analytical methods for biodiesel characterization

(2008) M MONTEIRO et al.   TALANTA

Neural network-based mean–variance–skewness model for portfolio selection

(2006) Lean Yu et al.   COMPUTERS & OPERATIONS RESEARCH