Neuro-Fuzzy Control of Industrial Systems with Actuator Nonlinearities (Frontiers in Applied Mathematics) [Hardcover]

F. L. Lewis (Author), J. Campos (Author), R. Selmic (Author)

Book Description

ISBN-10: 0898715059 | ISBN-13: 978-0898715057 | Publication Date: April 2002

Neural networks and fuzzy systems are model free control design approaches that represent an advantage over classical control when dealing with complicated nonlinear actuator dynamics. Neuro-Fuzzy Control of Industrial Systems with Actuator Nonlinearities brings neural networks and fuzzy logic together with dynamical control systems. Each chapter presents powerful control approaches for the design of intelligent controllers to compensate for actuator nonlinearities such as time delay, friction, deadzone, and backlash that can be found in all industrial motion systems, plus a thorough development, rigorous stability proofs, and simulation examples for each design. In the final chapter, the authors develop a framework to implement intelligent control schemes on actual systems. Rigorous stability proofs are further verified by computer simulations, and appendices contain the computer code needed to build intelligent controllers for real-time applications.

Editorial Reviews

Book Description

Brings neural networks and fuzzy logic together with dynamical control systems. Each chapter presents powerful control approaches for the design of intelligent controllers to compensate for actuator nonlinearities

About the Author

Frank L. Lewis is Associate Director for Research and Head of the Advanced Controls, Sensors, and MEMS Group at the Automation and Robotics Research Institute at the University of Texas at Arlington.
Javier Campos is Linux Consultant Engineer at Montavista Software, Inc. in Irving, Texas.
Rastko Selmic is DSP Systems Engineer at Signalogic, Inc. in Dallas, Texas.

Product Details

• Hardcover: 244 pages
• Publisher: Society for Industrial Mathematics (April 2002)
• Language: English
• ISBN-10: 0898715059
• ISBN-13: 978-0898715057
• Product Dimensions: 10.2 x 7 x 0.7 inches
• Shipping Weight: 1.4 pounds
• Amazon Best Sellers Rank: #3,780,057 in Books (See Top 100 in Books)

More About the Author

Discover books, learn about writers, read author blogs, and more.