Adaptive Control of Bio-Inspired Manufacturing Systems - Dunbing Tang, Kun Zheng, Wenbin Gu

Adaptive Control of Bio-Inspired Manufacturing Systems

Buch | Softcover
128 Seiten
2021 | 1st ed. 2020
Springer Verlag, Singapore
978-981-15-3447-8 (ISBN)
106,99 inkl. MwSt
This book introduces state-of-the-art models and methods based on the neuroendocrine-immune-inspired approaches in the field of manufacturing control systems. It develops various bio-inspired intelligent approaches for multiple applications in order to efficiently generate production plans and control solutions and agilely deal with the frequent unexpected disturbances at the shop floor level. It also provides an introduction to bio-inspired manufacturing systems with intelligent control structures and the latest technologies. Further, the book describes recent advances in the bio-inspired methodology for a high-level adaptability in manufacturing systems, including the bio-inspired control architecture and the implementation of intelligent and adaptive control approaches based on neuroendocrine-immune mechanisms and hormone-regulation principles. 
It offers a valuable resource for graduate students, researchers and engineers in the fields of production management, manufacturing system control and related areas. 

Dr. Dunbing Tang is a professor at the College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics and Astronautics (NUAA). Before joining NUAA, Dr. Tang worked at RWTH Aachen (Germany) as an Alexander-von-Humboldt Research Fellow, and worked at Cranfield University (UK) as a research fellow. Prof. Tang’s research interests include Intelligent Manufacturing System and Production Automation.    Dr. Kun Zheng is a lecturer at School of Automotive and Rail Transit, Nanjing Institute of Technology, and a researcher at Jiangsu Key Laboratory of Advanced Numerical Control Technology. Dr. Zheng received his PhD degree at Nanjing University of Aeronautics and Astronautics (NUAA). Dr. Zheng’s research interests include Intelligent Manufacturing System, Intelligent Equipment and Information System Integration.   Dr. Wenbin Gu is a lecturer at the College of Mechanical and Electrical Engineering, Hohai University Changzhou Campus, China. He has received his PhD degree at Nanjing University of Aeronautics and Astronautics (NUAA). And then, he  studied at the University of Illinois in Chicago for one year as a visiting scholar. His research interests include Sustainable Manufacturing System, Intelligent Manufacturing System and Automation. 

Bio-Inspired Manufacturing System Model.- Hormone-regulation based Algorithm for Production Scheduling Optimization.- NeuroEndocrine-regulation based Dynamic Coordination Mechanism in Bio-Inspired Manufacturing System.- Hormone-regulation based approach for distributed and on-line scheduling of machines and AGVs.- Production control strategy inspired by neuroendocrine regulation.- NeuroEndocrine-Immune regulation based approach for disturbance handling.- Prototype and Application of the Bio-Inspired Manufacturing System.

Erscheinungsdatum
Reihe/Serie Research on Intelligent Manufacturing
Zusatzinfo 43 Illustrations, color; 20 Illustrations, black and white; IX, 128 p. 63 illus., 43 illus. in color.
Verlagsort Singapore
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik Elektrotechnik / Energietechnik
Technik Maschinenbau
ISBN-10 981-15-3447-0 / 9811534470
ISBN-13 978-981-15-3447-8 / 9789811534478
Zustand Neuware
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