Skip to Main Content
Artificial Intelligence for Renewable Energy Systems
book

Artificial Intelligence for Renewable Energy Systems

by Ajay Kumar Vyas, S. Balamurugan, Kamal Kant Hiran, Harsh S. Dhiman
March 2022
Intermediate to advanced content levelIntermediate to advanced
272 pages
6h 54m
English
Wiley-Scrivener
Content preview from Artificial Intelligence for Renewable Energy Systems

4Artificial Intelligence for Modeling and Optimization of the Biogas Production

Narendra Khatri1* and Kamal Kishore Khatri2

1Department of Mechatronics, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, India

2Department of Mechanical-Mechatronics Engineering, The LNM Institute of Information Technology, Jaipur, Rajasthan, India

Abstract

The artificial intelligence (AI) is emerging nowadays, making human life easier. As the area of renewable energy is growing significantly for the sustainable development, the deployment of AI can help greatly to achieve its goals. The biogas is source of renewable energy, which is generated from the anaerobic digestion of the biomass, cow dung, wastewater sludge, and kitchen waste, etc. Anaerobic digestion is a non-linear biological process where biomass is digested to generate biogas and slurry in the absence of oxygen. AI models have been developed for the prediction of yield and energy content of the produced biogas. This chapter presents a comprehensive review of AI techniques for the modeling of the biogas production process. The literature on the applications of artificial neural network models and evolutionary algorithms related to anaerobic digestion has been compiled and synthesized. The integration of appropriate AI technique in biogas has been reviewed for optimum biogas production round the year.

Keywords: Artificial intelligence, artificial neural network, evolutionary algorithms, genetic algorithm, ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Optimization in Renewable Energy Systems

Optimization in Renewable Energy Systems

Ozan Erdinc
Internet of Energy Handbook

Internet of Energy Handbook

Pawan Kumar, Srete Nikolovski, Z Dong
Engineering Optimization

Engineering Optimization

R. Russell Rhinehart

Publisher Resources

ISBN: 9781119761693Purchase Link