An Introduction to Data-Driven Control Systems
About the Book
An Introduction to Data-Driven Control Systems provides a foundational overview of data-driven control systems methodologies. It presents key concepts and theories in an accessible way, without the need for the complex mathematics typically associated with technical publications in the field, and raises the important issues involved in applying these approaches. The result is a highly readable introduction to what promises to become the dominant control systems design paradigm.
Readers will also find:
- An overview of philosophical-historical issues accompanying the emergence of data-driven control systems
- Design analysis of several conventional data-driven control systems design methodologies
- Algorithms and simulation results, with numerous examples, to facilitate the implementation of methods
An Introduction to Data-Driven Control Systems is ideal for students and researchers in control theory or any other research area related to plant design and production.
The book is designed for graduate-level courses and researchers specialising in control systems across various engineering disciplines. The book assumes that the reader possesses a solid understanding of feedback control systems as well as familiarity with the principles of discrete-time control systems and optimisation problems. Moreover, a basic understanding of system identification, adaptive control, and robust control can enhance the reader’s comprehension and appreciation of data-driven control methodologies.
We are pleased to offer a range of valuable resources exclusively to those who own our book. The following materials are available:
Solution Manual for Instructors:
Instructors teaching a course on data-driven control can request a solution manual by contacting the author. The manual assists educators in delivering comprehensive instruction.
Software Codes:
The author is pleased to provide the accompanying software codes for the book upon request. These codes offer practical insights and hands-on experience with the book’s concepts.
- Please fill out the form below to request the solution manual and software codes. This offer is exclusively for individuals who own a copy of the book:
Request Form:
Upon receiving your completed form, the author will promptly review your request and provide you with the necessary details, including instructions on how to obtain the instructor resources and software codes.
Thank you for your interest. We are committed to supporting your learning journey in data-driven control.