Biogas maximization using data-driven modelling with uncertainty analysis and genetic algorithm for municipal wastewater anaerobic digestion

Explicit data-driven models for prediction of pressure fluctuations occur during turbulent flows on sloping channels

(2020) Mehrshad Samadi et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Estimation of greenhouse gas and odour emissions from a cold region municipal biological nutrient removal wastewater treatment plant

(2020) Mohsen Asadi et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Biogas production estimation using data-driven approaches for cold region municipal wastewater anaerobic digestion

(2019) Mohsen Asadi et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A state-of-the-art review on the application of nanomaterials for enhancing biogas production

(2019) Mona Dehhaghi et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

A comprehensive review on recent biological innovations to improve biogas production, Part 2: Mainstream and downstream strategies

(2019) Meisam Tabatabaei et al.   RENEWABLE ENERGY

A comprehensive review on recent biological innovations to improve biogas production, Part 1: Upstream strategies

(2019) Meisam Tabatabaei et al.   RENEWABLE ENERGY

Artificial neural network model for ozone concentration estimation and Monte Carlo analysis

(2018) Meng Gao et al.   ATMOSPHERIC ENVIRONMENT

Effect of N/S ratio on anoxic thiosulfate oxidation in a fluidized bed reactor: Experimental and artificial neural network model analysis

(2018) Ramita Khanongnuch et al.   PROCESS BIOCHEMISTRY

Multi-response optimization of process parameters in biogas production from food waste using Taguchi – Grey relational analysis

(2017) B. Deepanraj et al.   ENERGY CONVERSION AND MANAGEMENT

Artificial neural network based modeling to evaluate methane yield from biogas in a laboratory-scale anaerobic bioreactor

(2016) Vijay V. Nair et al.   BIORESOURCE TECHNOLOGY

Modeling and optimization of anaerobic codigestion of potato waste and aquatic weed by response surface methodology and artificial neural network coupled genetic algorithm

(2016) Samuel Jacob et al.   BIORESOURCE TECHNOLOGY

Artificial neural network prediction of the biogas flow rate optimised with an ant colony algorithm

(2016) Tetyana Beltramo et al.   BIOSYSTEMS ENGINEERING

Optimization and performance analysis of process parameters during anaerobic digestion of food waste using hybrid GRA-PCA technique

(2016) N. Senthilkumar et al.   Journal of Renewable and Sustainable Energy

The use of neural modelling to estimate the methane production from slurry fermentation processes

(2016) J. Dach et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

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

An Artificial Neural Network and Genetic Algorithm Optimized Model for Biogas Production from Co-digestion of Seed Cake of Karanja and Cattle Dung

(2015) Debabrata Barik et al.   Waste and Biomass Valorization

Nonlinear Autoregressive Exogenous modeling of a large anaerobic digester producing biogas from cattle waste

(2014) Anil K. Dhussa et al.   BIORESOURCE TECHNOLOGY

Biological conversion of methane to liquid fuels: Status and opportunities

(2014) Xumeng Ge et al.   BIOTECHNOLOGY ADVANCES

Protocol for developing ANN models and its application to the assessment of the quality of the ANN model development process in drinking water quality modelling

(2014) Wenyan Wu et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Estimation of Biogas Generation from a Uasb Reactor via Multiple Regression Model

(2014) Ebru Akkaya et al.   International Journal of Green Energy

Multi-objective optimisation for design and operation of anaerobic digestion using GA-ANN and NSGA-II

(2014) Mingzhi Huang et al.   JOURNAL OF CHEMICAL TECHNOLOGY AND BIOTECHNOLOGY

Artificial intelligence-based prediction models for environmental engineering

(2014) Kaan Yetilmezsoy et al.   Neural Network World

Predicting hourly air pollutant levels using artificial neural networks coupled with uncertainty analysis by Monte Carlo simulations

(2013) Mohammad Arhami et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Uncertainty analysis of streamflow drought forecast using artificial neural networks and Monte-Carlo simulation

(2013) Majid Dehghani et al.   INTERNATIONAL JOURNAL OF CLIMATOLOGY

Modeling and optimization of biogas production on saw dust and other co-substrates using Artificial Neural network and Genetic Algorithm

(2012) E.B. Gueguim Kana et al.   RENEWABLE ENERGY

Evaluating and modeling biogas production from municipal fat, oil, and grease and synthetic kitchen waste in anaerobic co-digestions

(2011) Chenxi Li et al.   BIORESOURCE TECHNOLOGY

An adaptive neuro-fuzzy approach for modeling of water-in-oil emulsion formation

(2011) Kaan Yetilmezsoy et al.   COLLOIDS AND SURFACES A-PHYSICOCHEMICAL AND ENGINEERING ASPECTS

Biohydrogen production from Tequila vinasses in an anaerobic sequencing batch reactor: Effect of initial substrate concentration, temperature and hydraulic retention time

(2010) Germán Buitrón et al.   BIORESOURCE TECHNOLOGY

Modeling and optimization of biogas production from a waste digester using artificial neural network and genetic algorithm

(2009) H. Abu Qdais et al.   RESOURCES CONSERVATION AND RECYCLING

Survey of modeling and optimization strategies to solve high-dimensional design problems with computationally-expensive black-box functions

(2009) Songqing Shan et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Monofermentation of grass silage under mesophilic conditions: Measurements and mathematical modeling with ADM 1

(2008) Marc Wichern et al.   BIORESOURCE TECHNOLOGY

Estimation of Biogas Production Rate in a Thermophilic UASB Reactor Using Artificial Neural Networks

(2008) Gurdal Kanat et al.   ENVIRONMENTAL MODELING & ASSESSMENT

Simulation of a paper mill wastewater treatment using a fuzzy neural network

(2008) Huang Mingzhi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Shear strength estimation of plastic clays with statistical and neural approaches

(2007) A. Burak Goktepe et al.   BUILDING AND ENVIRONMENT

Development of empirical models for performance evaluation of UASB reactors treating poultry manure wastewater under different operational conditions

(2007) Kaan Yetilmezsoy et al.   JOURNAL OF HAZARDOUS MATERIALS