Innovative approach for predicting biogas production from large-scale anaerobic digester using long-short term memory (LSTM) coupled with genetic algorithm (GA)-Reference-Cited by-同舟云学术

Innovative approach for predicting biogas production from large-scale anaerobic digester using long-short term memory (LSTM) coupled with genetic algorithm (GA)

Published:2024-03 Issue: Volume:175 Page:30-41
ISSN:0956-053X
Container-title:Waste Management
language:en
Short-container-title:Waste Management

Author:

Salamattalab Mohammad Milad,Hasani Zonoozi Maryam,Molavi-Arabshahi Mahboubeh

Funder

Iran University of Science and Technology

Publisher

Elsevier BV

Subject

Waste Management and Disposal

Reference70 articles.

1. Total solids content drives high solid anaerobic digestion via mass transfer limitation;Abbassi-Guendouz;Bioresour. Technol.,2012

2. Influence of total solids concentration on the anaerobic co-digestion of sugar beet by-products and livestock manures;Aboudi;Sci. Total Environ.,2017

3. A review of local outlier factor algorithms for outlier detection in big data streams;Alghushairy;Big Data Cognit. Comput.,2020

4. Prediction the performance of multistage moving bed biological process using artificial neural network (ANN);Almomani;Sci. Total Environ.,2020

5. Effects of total solids content on performance of sludge mesophilic anaerobic digestion and dewaterability of digested sludge;An;Waste Manag.,2017

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