1st Edition

Data Driven Strategies Theory and Applications

362 Pages 10 Color & 70 B/W Illustrations
by CRC Press

362 Pages 10 Color & 70 B/W Illustrations
by CRC Press

362 Pages 10 Color & 70 B/W Illustrations
by CRC Press

A key challenge in science and engineering is to provide a quantitative description of the systems under investigation, leveraging the noisy data collected. Such a description may be a complete mathematical model or a mechanism to return controllers corresponding to new, unseen inputs. Recent advances in the theories are described in detail, along with their applications in engineering. The book... Read more

Introduction. Data driven model predictive control. Data driven identification for closed loop system. Data driven model validation for closed loop system. Data driven identification for nonlinear system. Data driven iterative tuning control. Data driven applications. Data driven subspace prediction control. Conclusions and outlook.

Biography

Wang Jianhong received a Ph.D. degree from Nanjing University of Aeronautics and Astronautics, China in 2011. From 2013 to 2015, he was a postdoctoral fellow in Informazione Politecnico di Milano. From 2016 to 2018, he was a professor at the University of Seville. He is currently a professor at Tecnológico de Monterrey. His current research interests include real-time and distributed control, optimization and system identification.

Ricardo A. Ramirez-Mendoza received a Ph.D. degree from INPG, France in 1997. He is now a Professor and dean of Research at Tecnológico de Monterrey. His main research interests include applications of advanced control to automotive sysetms. He is the author of 3 books and more than 100 papers in top journals. He has worked as an expert consulting for different industries and is a certified reviewer for regional development projects.

Ruben Morales-Menendez received his Ph.D. degree from the Tecnológico de Monterrey, Mexico, in 2003. He has been a specialist consultant in the analysis and design of automatic control systems for continuous processes for more than 35 years. He is currently dean of graduate studies, a member of the National System of Researchers of Mexico (Level II), of the Mexican Academy of Sciences and of the Mexico Academy of Engineering.