Computational Intelligence for Decision Support in Cyber-Physical Systems

✍ Scribed by Zeashan H Khan, A. B. M. Shawkat Ali, Zahid Riaz (eds.)

• Publisher: Springer-Verlag Singapur
• Year: 2014
• Tongue: English
• Leaves: 463
• Series: Studies in Computational Intelligence 540
• Edition: 1
• Category: Library

✦ Synopsis

This book is dedicated to applied computational intelligence and soft computing techniques with special reference to decision support in Cyber Physical Systems (CPS), where the physical as well as the communication segment of the networked entities interact with each other. The joint dynamics of such systems result in a complex combination of computers, software, networks and physical processes all combined to establish a process flow at system level.

This volume provides the audience with an in-depth vision about how to ensure dependability, safety, security and efficiency in real time by making use of computational intelligence in various CPS applications ranging from the nano-world to large scale wide area systems of systems.

Key application areas include healthcare, transportation, energy, process control and robotics where intelligent decision support has key significance in establishing dynamic, ever-changing and high confidence future technologies. A recommended text for graduate students and researchers working on the applications of computational intelligence methods in CPS.

✦ Table of Contents

Front Matter....Pages i-viii
Front Matter....Pages 1-1
Configurable, Energy-Efficient, Application- and Channel-Aware Middleware Approaches for Cyber-Physical Systems....Pages 3-65
Multi-objective Optimization for Error Compensation in Intelligent Micro-factory CPS....Pages 67-103
Front Matter....Pages 105-105
The Development of Cyber-Physical System in Health Care Industry....Pages 107-148
Context-Aware Perception for Cyber-Physical Systems....Pages 149-167
A Comparison of Pulse Compression Techniques for Ranging Applications....Pages 169-191
Front Matter....Pages 193-193
Trajectory Generation for Autonomous Mobile Robots....Pages 195-214
Fuzzy Logic-Based Adaptive Decision Support in Autonomous Vehicular Networks....Pages 215-236
Adaptive Trajectory Tracking of Wheeled Mobile Robot with Uncertain Parameters....Pages 237-262
Front Matter....Pages 263-263
Computational Intelligence in Smart Grids: Case Studies....Pages 265-292
On-line Demand Management of Low Voltage Residential Distribution Networks in Smart Grids....Pages 293-328
Smart Inter-Phase Switching of Residential Loads in Low Voltage Distribution Feeders....Pages 329-354
Front Matter....Pages 355-355
The Optimization of Computational Stock Market Model Based Complex Adaptive Cyber Physical Logistics System: A Computational Intelligence Perspective....Pages 357-380
Optimized Reconfigurable Autopilot Design for an Aerospace CPS....Pages 381-420
TS Fuzzy Approach for Fault Detection in Nonlinear Cyber Physical Systems....Pages 421-447
Novel Computational Intelligence for Optimizing Cyber Physical Pre-evaluation System....Pages 449-464

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Robotics and Automation; Communications Engineering, Networks