Key wastes selection and prediction improvement for biogas production through hybrid machine learning methods

Efficiency of sweet whey fermentation with psychrophilic methanogens

(2021) Marcin Dębowski et al.   ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH

Performance prediction of proton-exchange membrane fuel cell based on convolutional neural network and random forest feature selection

(2021) Weiwei Huo et al.   ENERGY CONVERSION AND MANAGEMENT

Artificial intelligence for planning of energy and waste management

(2021) Jueru Huang et al.   Sustainable Energy Technologies and Assessments

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

Interactive Effects of Carbohydrate, Lipid, Protein Composition and Carbon/Nitrogen Ratio on biogas production of different food wastes

(2020) Shengrong Xue et al.   BIORESOURCE TECHNOLOGY

Biohydrogen production via thermophilic fermentation: A prospective application of Thermotoga species

(2020) Weilan Shao et al.   ENERGY

Mesophilic fermentation upgrades SCFA production from natural/raw henna plant biomass

(2020) Jingang Huang et al.   Biomass Conversion and Biorefinery

Modeling of a full-scale sewage treatment plant to predict the nutrient removal efficiency using a long short-term memory (LSTM) neural network

(2020) Muhammad Yaqub et al.   Journal of Water Process Engineering

Machine learning powered software for accurate prediction of biogas production: A case study on industrial-scale Chinese production data

(2019) Djavan De Clercq et al.   JOURNAL OF CLEANER PRODUCTION

State of the Art of Machine Learning Models in Energy Systems, a Systematic Review

(2019) Amir Mosavi et al.   Energies

Waste to energy technology: The potential of sustainable biogas production from animal waste in Indonesia

(2019) Munawar Khalil et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A Two-Layer Nonlinear Combination Method for Short-Term Wind Speed Prediction Based on ELM, ENN, and LSTM

(2019) Min-Rong Chen et al.   IEEE Internet of Things Journal

Wind power forecasting based on daily wind speed data using machine learning algorithms

(2019) Halil Demolli et al.   ENERGY CONVERSION AND MANAGEMENT

A review of deep learning for renewable energy forecasting

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

A Bolasso based consistent feature selection enabled random forest classification algorithm: An application to credit risk assessment

(2019) Nisha Arora et al.   APPLIED SOFT COMPUTING

Gas turbine performance prediction via machine learning

(2019) Zuming Liu et al.   ENERGY

EnLSTM-WPEO: Short-Term Traffic Flow Prediction by Ensemble LSTM, NNCT Weight Integration, and Population Extremal Optimization

(2019) Feixiang Zhao et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Interpretable machine learning for predicting biomethane production in industrial-scale anaerobic co-digestion

(2019) Djavan De Clercq et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Optimal Deep Learning LSTM Model for Electric Load Forecasting using Feature Selection and Genetic Algorithm: Comparison with Machine Learning Approaches †

(2018) Salah Bouktif et al.   Energies

Wind speed forecasting using nonlinear-learning ensemble of deep learning time series prediction and extremal optimization

(2018) Jie Chen 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

Optimization of specific methane yield prediction models for biogas crops based on lignocellulosic components using non-linear and crop-specific configurations

(2018) Moritz von Cossel et al.   INDUSTRIAL CROPS AND PRODUCTS

Business models and supply chains for the circular economy

(2018) Martin Geissdoerfer et al.   JOURNAL OF CLEANER PRODUCTION

How do scholars approach the circular economy? A systematic literature review

(2018) Roberto Merli et al.   JOURNAL OF CLEANER PRODUCTION

The Relevance of Circular Economy Practices to the Sustainable Development Goals

(2018) Patrick Schroeder et al.   JOURNAL OF INDUSTRIAL ECOLOGY

Electricity generation from biogas of poultry waste: An assessment of potential and feasibility in Pakistan

(2018) Muhammad Arshad et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Biogas: Developments and perspectives in Europe

(2018) Nicolae Scarlat et al.   RENEWABLE ENERGY

Circular economy meets industry 4.0: Can big data drive industrial symbiosis?

(2018) Ming-Lang Tseng et al.   RESOURCES CONSERVATION AND RECYCLING

Biogas system in rural China: Upgrading from decentralized to centralized?

(2017) Qiu Chen et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A Technological Overview of Biogas Production from Biowaste

(2017) Spyridon Achinas et al.   Engineering

Kinetic study on the effect of temperature on biogas production using a lab scale batch reactor

(2015) B. Deepanraj et al.   ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY

A comparative study of leachate quality and biogas generation in simulated anaerobic and hybrid bioreactors

(2015) Qiyong Xu et al.   WASTE MANAGEMENT

Power generation with biogas from municipal solid waste: Prediction of gas generation with in situ parameters

(2013) Quetzalli Aguilar-Virgen et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Improved biogas production from rice straw by co-digestion with kitchen waste and pig manure

(2013) Jingqing Ye et al.   WASTE MANAGEMENT

Improving pig manure conversion into biogas by thermal and thermo-chemical pretreatments

(2009) Hélène Carrère et al.   BIORESOURCE TECHNOLOGY

Principles and potential of the anaerobic digestion of waste-activated sludge

(2008) Lise Appels et al.   PROGRESS IN ENERGY AND COMBUSTION SCIENCE