eBook, ePUB

Applications of Artificial Intelligence in Process Systems Engineering (eBook, ePUB)

Beschreibung

Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies and their applications in chemical and process engineering. The book comprehensively introduces the methodology and applications of AI technologies in process systems engineering, making it an indispensable reference for researchers and students. As chemical processes and systems are usually non-linear and complex, thus making it challenging to apply AI methods and technologies, this book is an ideal resource on emerging areas such as cloud computing, big data, the industrial Internet of Things and deep learning.

With process systems engineering's potential to become one of the driving forces for the development of AI technologies, this book covers all the right bases.

• Explains the concept of machine learning, deep learning and state-of-the-art intelligent algorithms
• Discusses AI-based applications in process modeling and simulation, process integration and optimization, process control, and fault detection and diagnosis
• Gives direction to future development trends of AI technologies in chemical and process engineering

Technische Details

• Geräte: eReader
• ohne Kopierschutz

Autor

Jingzheng Ren is Assistant Professor of Modelling for Energy, Environment and Sustainability at the Department of Industrial and Systems Engineering of Hong Kong Polytechnic University (PolyU). He has also been nominated as adjunct/honorary associate professor of University of Southern Denmark (Denmark) and associated senior research fellow of the Institute for Security & Development Policy (Stockholm, Sweden). Prof. Ren serves as board member of several scientific journals and published more than 150 papers, authored 1 book, edited more than 10 books and published more than 40 book chapters. His research focuses on process system engineering for better sustainability and mathematical models for solving energy and environmental problems and promoting sustainability transition

Dr. Weifeng Shen is currently a Professor in chemical engineering at Chongqing University. He obtained his PhD in 2012 at University of Toulouse, France. He worked as a Research Associate at Clarkson University, USA, from 2012 to 2015. He was selected as the "Young Top-Notch Talents ", the "High Level Talents" in Chongqing Province and the " Hundred Young Talents" of Chongqing University. His current research interests reside on artificial intelligence based green chemical products and sustainable processes developments. He has published more than 30 papers in Peer-Reviewed Journals including AIChE Journal, Energy, Industrial & Engineering Chemistry Research.

Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 540
• Erscheinungstermin: 5. Juni 2021
• Englisch
• ISBN-13: 9780128217436
• Artikelnr.: 62105436