Optimizing Biofuel Production with Artificial Intelligence
Produktdetaljer
Om bidragsyterne
Arindam Kuila, PhD, is an assistant professor in the Department of Bioscience and Biotechnology, Banasthali Vidyapith, Rajasthan, India. He has co-authored 35 peer-reviewed articles and 18 book chapters, edited 12 books, and filed six patents. In addition to his written work, he has completed an Indo-Brazil collaborative project funded by India’s Department of Biotechnology. His research interests include environmental biotechnology, lignocellulosic biofuel, and bioremediation.
Depak Kumar, PhD, is an assistant professor in the Department of Chemical Engineering, Banasthali Vidyapith, Rajasthan, India. He has published several articles in international journals of repute, as well as three book chapters and three books. His research interests include solar cell degradation, stability of solar cells, and energy conversion devices.
Optimizing Biofuel Production with Artificial Intelligence will help readers discover how integrating artificial intelligence with biotechnological advancements can revolutionize biofuel production, ensuring a sustainable energy future in response to pressing global challenges like pollution and climate change.
This book presents artificial intelligence as a technique to aid the production of biofuels. Recently, tremendous developments have been made in energy and environmental biotechnologies, spurred by societal issues like pollution control, energy security, and climate change. Energy can be obtained from a variety of sources, including coal, oil, natural gas, solar, wind, and nuclear energy. The need to transition to new energy results from finite resources and economic sustainability. Biotechnological process optimization is crucial for ensuring a quality final product and boosting bioconversion performance efficiency. When combined with traditional simulation and modeling methods, artificial intelligence and computer technology can help define ideal process parameters and save total process costs. The energy sector can benefit from artificial intelligence in several ways, including increased asset efficiency, early detection and assessment of wildfire risks, assistance with vegetation management and storm recovery, and optimized energy use. The new frontier for energy is biomass.
Preface xvii
1 Artificial Intelligence in Biofuel Applications 1
Neha Jain, Anuj Rohatgi, Jain Suransh and Depak Kumar
2 Artificial Intelligence in Biofuel Production 33
Vasu Chaudhary and Depak Kumar
3 Biofuels as Energy for Tomorrow 53
Ananya Trivedi and Saurabh Joshi
4 Enhancement in Productivity of Biofuels by Artificial Intelligence 83
Rajesh Singh Gurjar, Alisha Kakkar and Sudesh Kumar
5 Production of Bioethanol Based on Artificial Intelligence (AI) 105
Ram Bhajan Sahu and Priyanka Singh
6 Production of Biobutanol Based on Artificial Intelligence (AI) 131
Ram Bhajan Sahu, Anurag Sharma, Aditi Singh and Priyanka Singh
7 How Artificial Intelligence Affect the Role of Manpower in Biofuels Industry 173
Rajesh Singh Gurjar and Sudesh Kumar
8 Major Engineering Issues in Conventional Biofuel Technologies 203
Akansha Pandey, Depak Kumar and Sandeep Kumar Patel
9 Life Cycle Assessment of Biofuels Industry 223
Manju Choudhary, Ruchi Goyal, Arvind Kumar and Sunishtha Mishra
10 Regulation and Government Policy for Artificial Intelligent-Based Industry 243
Manya Sharma
11 Cost Analysis of Artificial Intelligent-Based Biofuels Industry 285
Rashmi Priya and Preeti Yadav
12 Major Industry in India as Sources for Biofuels Production 311
Ankita Kumari, Depak Kumar, Priyanka Sati and Sudesh Kumar
13 Societal Impact of Biofuels Industry 329
Ankita Kumari, Depak Kumar and Sudesh Kumar
References 344
About the Editors 347
Index 349
Optimizing Biofuel Production with Artificial Intelligence will help readers discover how integrating artificial intelligence with biotechnological advancements can revolutionize biofuel production, ensuring a sustainable energy future in response to pressing global challenges like pollution and climate change.
This book presents artificial intelligence as a technique to aid the production of biofuels. Recently, tremendous developments have been made in energy and environmental biotechnologies, spurred by societal issues like pollution control, energy security, and climate change. Energy can be obtained from a variety of sources, including coal, oil, natural gas, solar, wind, and nuclear energy. The need to transition to new energy results from finite resources and economic sustainability. Biotechnological process optimization is crucial for ensuring a quality final product and boosting bioconversion performance efficiency. When combined with traditional simulation and modeling methods, artificial intelligence and computer technology can help define ideal process parameters and save total process costs. The energy sector can benefit from artificial intelligence in several ways, including increased asset efficiency, early detection and assessment of wildfire risks, assistance with vegetation management and storm recovery, and optimized energy use. The new frontier for energy is biomass.
Produktdetaljer
Om bidragsyterne
Arindam Kuila, PhD, is an assistant professor in the Department of Bioscience and Biotechnology, Banasthali Vidyapith, Rajasthan, India. He has co-authored 35 peer-reviewed articles and 18 book chapters, edited 12 books, and filed six patents. In addition to his written work, he has completed an Indo-Brazil collaborative project funded by India’s Department of Biotechnology. His research interests include environmental biotechnology, lignocellulosic biofuel, and bioremediation.
Depak Kumar, PhD, is an assistant professor in the Department of Chemical Engineering, Banasthali Vidyapith, Rajasthan, India. He has published several articles in international journals of repute, as well as three book chapters and three books. His research interests include solar cell degradation, stability of solar cells, and energy conversion devices.