Optimal State Estimation for Process Monitoring, Fault Diagnosis and Control presents various mechanistic model-based state estimators and data-driven model-based state estimators with a special emphasis on their development and applications to process monitoring, fault diagnosis and control. The design and analysis of different state estimators are highlighted with a number of applications and case studies concerning to various real chemical and biochemical processes. The book starts with the introduction of basic concepts, moving through classical methods and gradually leading to advances in this field.
Design and implementation of various classical and advanced state estimation methods to solve a wide variety of problems makes this book immensely useful to the persons working in different disciplines in academics, research and industry in areas concerning to process monitoring, diagnosis, control and related disciplines. Because of its features and systematic presentation of the information content from concepts to advances, anyone can learn and advance their knowledge in their respective domains.
--This text refers to the paperback
edition. About the Author
Dr. Ch. Venkateswarlu, has formerly worked as Scientist, Senior Principal Scientist and Chief Scientist at Indian Institute of Chemical Technology (IICT), Hyderabad, a premier research and development (R&D) institute of Council of Scientific and Industrial Research (CSIR), India. Recently, he retired as the Director R&D at BV Raju Institute of Technology (BVRIT), Narsapur, Greater Hyderabad. Prior to Director R&D at BVRIT, he worked as Professor, Principal and Head of Chemical Engineering Department of the same institute. He did his graduation from Andhra University as well as from Indian Institute of Chemical Engineers, and post-graduation and Ph.D in Chemical Engineering from Osmania University, Hyderabad, India. He holds 35 years R&D and industry experience along with 20 years teaching experience. His research interests lie in the areas of dynamic process modelling & simulation, process identification & dynamic optimization, process monitoring & fault diagnosis, state estimation & soft sensing, statistical process control & advanced process control, applied engineering mathematics & evolutionary computing, artificial intelligence & expert systems, and bioprocess engineering & bio-informatics. He published more than 120 research papers in peer journals of repute along with few international and national proceeding publications. He is also credited with 150 technical paper presentations and invited lectures. He authored a book published by Elsevier along with few book chapters. He is also in editorial boards of few international journals. He has executed several R&D projects sponsored by DST and Industry. He is a reviewer of several international research journals and many national and international research project proposals. He has guided several postgraduate and Ph.D students. He served as a long-term guest faculty for premier institutes like Bhaba Atomic Research Centre Scientific Officers Training, BITS Pilani MS (off-campus) and IICT-CDAC Bioinformatics Programs. He is a Fellow of Andhra Pradesh Akademi of Sciences and Telangana State Academy of Sciences. He received various awards in recognition to his R&D and academic contributions.
Dr. Rama Rao Karri M.Tech, PhD is a Senior Assistant Professor in the Faculty of Engineering, Universiti Teknologi Brunei, Brunei. He received his M. Tech. from IIT Kanpur, Kanpur, Uttar Pradesh, India, and a PhD from IIT Delhi, Delhi, India, both in Chemical Engineering. He worked as Postdoc at the National University of Singapore, Singapore and has more than 18 years of experience in academia, industry, and research. He has published around 86 research articles in reputed journals, book chapters, and conference proceedings with over 1200 citations and has an h-index of 19 (Scopus and Google Scholar). He is an editorial board member for 6 renowned journals and peer-review member for more than 74 reputed journals. He was the Editor-in-Chief for International Journal of Chemoinformatics and Chemical Engineering (IJCCE), IGI Global, USA from January 2019 to April 2020). --This text refers to the paperback edition.
