Application of artificial neural network and kinetic modeling for the prediction of biogas and methane production in anaerobic digestion of several organic wastes

Prediction of biogas production rate from anaerobic hybrid reactor by artificial neural network and nonlinear regressions models

(2020) Fatih Tufaner et al.   Clean Technologies and Environmental Policy

Methane generation potential through anaerobic digestion of fruit waste

(2020) Liliana Andréa dos Santos et al.   JOURNAL OF CLEANER PRODUCTION

Operational Parameters of Biogas Plants: A Review and Evaluation Study

(2020) Abdullah Nsair et al.   Energies

Effects of pre-treatments and co-digestion on biogas production from Okra waste

(2019) S. N. Ugwu et al.   Journal of Renewable and Sustainable Energy

Enhancement of methane production in anaerobic digestion process: A review

(2019) Yue Li et al.   APPLIED ENERGY

Precise prediction of biogas thermodynamic properties by using ANN algorithm

(2019) Mahmood Farzaneh-Gord et al.   RENEWABLE ENERGY

Microbial characteristics in anaerobic digestion process of food waste for methane production–A review

(2018) Pan Wang et al.   BIORESOURCE TECHNOLOGY

Anaerobic digestion of food waste – Challenges and opportunities

(2018) Fuqing Xu et al.   BIORESOURCE TECHNOLOGY

Methane production through anaerobic co-digestion of sheep dung and waste paper

(2018) Wanwu Li et al.   ENERGY CONVERSION AND MANAGEMENT

Artificial neural network model to predict behavior of biogas production curve from mixed lignocellulosic co-substrates

(2018) Manjula Das Ghatak et al.   FUEL

Reactor performance and energy analysis of solid state anaerobic co-digestion of dairy manure with corn stover and tomato residues

(2018) Yangyang Li et al.   WASTE MANAGEMENT

Co-digestion of oat straw and cow manure during anaerobic digestion: Stimulative and inhibitory effects on fermentation

(2018) Yubin Zhao et al.   BIORESOURCE TECHNOLOGY

Application of ANNs, ANFIS and RSM to estimating and optimizing the parameters that affect the yield and cost of biodiesel production

(2018) Bahman Najafi et al.   Engineering Applications of Computational Fluid Mechanics

Technology overview of biogas production in anaerobic digestion plants: A European evaluation of research and development

(2017) Rafaela Lora Grando et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

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

Comparative biogas generation from fruit peels of fluted pumpkin ( Telfairia occidentalis ) and its optimization

(2016) S.O. Dahunsi 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

Experimental and Artificial Neural Network Modeling of a Upflow Anaerobic Contactor (UAC) for Biogas Production from Vinasse

(2016) Ousman R. Dibaba et al.   International Journal of Chemical Reactor Engineering

Effects of co-substrate on biogas production from cattle manure: a review

(2016) F. Tufaner et al.   International Journal of Environmental Science and Technology

Comparison on batch anaerobic digestion of five different livestock manures and prediction of biochemical methane potential (BMP) using different statistical models

(2016) Gopi Krishna Kafle et al.   WASTE MANAGEMENT

Experimental and Artificial Neural Network Modeling of a Upflow Anaerobic Contactor (UAC) for Biogas Production from Vinasse

(2016) Ousman R. Dibaba et al.   International Journal of Chemical Reactor Engineering

An integrated prediction and optimization model of biogas production system at a wastewater treatment facility

(2015) Halil Akbaş et al.   BIORESOURCE TECHNOLOGY

Review on research achievements of biogas from anaerobic digestion

(2015) Chunlan Mao et al.   RENEWABLE & SUSTAINABLE ENERGY 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

A critical review on anaerobic co-digestion achievements between 2010 and 2013

(2014) J. Mata-Alvarez et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Evaluating Methane Production from Anaerobic Mono- and Co-digestion of Kitchen Waste, Corn Stover, and Chicken Manure

(2013) Yeqing Li et al.   ENERGY & FUELS

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

Anaerobic co-digestion of food waste and piggery wastewater: Focusing on the role of trace elements

(2011) Lei Zhang et al.   BIORESOURCE TECHNOLOGY

Biogas production from co-digestion of dairy manure and food waste

(2010) Hamed M. El-Mashad et al.   BIORESOURCE TECHNOLOGY

Anaerobic mesophilic co-digestion of sugar-beet processing wastewater and beet-pulp in batch reactors

(2010) Emrah Alkaya et al.   RENEWABLE ENERGY

Kinetic models for fermentative hydrogen production: A review

(2009) Jianlong Wang et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

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