Intelligent Systems in Process Control and Automation

A Comprehensive Guide to the Latest Advances in Industrial Automation

In the ever-evolving world of industrial automation, intelligent systems are rapidly transforming the way processes are controlled and managed. This comprehensive book, authored by renowned experts Mario Massa de Campos and Kaku Saito, provides a deep dive into the latest advancements in intelligent systems for process control and automation. With over 1500 pages of in-depth knowledge, this book is a must-have resource for engineers, researchers, and practitioners seeking to stay at the forefront of this dynamic field.

Key Features:

• Comprehensive Coverage: This book covers a wide range of topics, from fundamental concepts to cutting-edge applications, ensuring a thorough understanding of intelligent systems in process control and automation.

• Real-World Examples: Numerous real-world examples and case studies illustrate the practical implementation of intelligent systems, showcasing their benefits and challenges in various industrial settings.

• Expert Insights: Written by leading experts in the field, this book offers valuable insights and perspectives on the current state and future directions of intelligent systems in process control and automation.

• Hands-On Approach: The book includes hands-on exercises and MATLAB® simulations, allowing readers to apply the concepts and techniques discussed in the book to their own projects.

Chapter Highlights:

Chapter 1: Introduction to Intelligent Systems

• Provides an overview of intelligent systems and their role in process control and automation.
• Discusses the key components and characteristics of intelligent systems, including sensors, actuators, controllers, and software.

Chapter 2: Fundamentals of Process Control

• Introduces the fundamental concepts of process control, including feedback control, PID control, and state-space control.
• Explains the different types of process disturbances and their impact on control performance.

Chapter 3: Intelligent Control Techniques

• Explores various intelligent control techniques, such as fuzzy logic control, neural networks, and genetic algorithms.
• Compares the performance of different intelligent control techniques and discusses their advantages and disadvantages.

Chapter 4: Model-Based Control

• Presents model-based control techniques, including linear quadratic Gaussian (LQG) control and model predictive control (MPC).
• Discusses the benefits and challenges of model-based control and provides guidelines for their implementation.

Chapter 5: Fault Detection and Diagnosis

• Introduces fault detection and diagnosis techniques for intelligent systems.
• Covers various fault detection methods, such as statistical process control (SPC) and neural networks.
• Discusses different fault diagnosis techniques and their application in industrial systems.

Chapter 6: Optimization Techniques

• Explores optimization techniques for intelligent systems, including linear programming, nonlinear programming, and evolutionary algorithms.
• Presents case studies demonstrating the application of optimization techniques in process control and automation.

Chapter 7: Human-Machine Interface

• Discusses the importance of human-machine interface (HMI) in intelligent systems.
• Covers different HMI technologies and their role in improving system usability and safety.

Chapter 8: Industrial Applications

• Presents real-world applications of intelligent systems in various industries, including manufacturing, chemical processing, and power generation.
• Highlights the benefits and challenges of implementing intelligent systems in industrial settings.

Conclusion:

"Intelligent Systems in Process Control and Automation" is an essential resource for engineers, researchers, and practitioners seeking to advance their knowledge and skills in this rapidly evolving field. With its comprehensive coverage, real-world examples, and expert insights, this book provides a solid foundation for understanding and applying intelligent systems in process control and automation. Embrace the future of industrial automation and unlock the full potential of your processes with this invaluable guide.