Title :
A comprehensive optimization method for complex industrial processes
Author :
Xiwei Liu ; Zhen Gao ; Changjian Cheng ; Hong Mo ; Gang Xiong ; Fenghua Zhu
Author_Institution :
Inst. of Smart Enterprise Syst., Qingdao Acad. of Intell. Ind., Qingdao, China
Abstract :
Based on psychological experiments and psychophysical mechanisms, it is possible to acquire manufacturing workshop operator´s behavior and cognitive situations. A comprehensive optimization model for complex industrial processes is proposed by integrating expert operator´s behavior and electrophysiological characters. By using the proposed multiple layer modeling method includes process control, manufacturing and management factors, a human-in-the-loop control system can be created including the situation awareness of manufacturing process and workshop operator cognition.
Keywords :
control engineering computing; expert systems; industrial psychology; man-machine systems; optimisation; process control; production engineering computing; complex industrial processes; electrophysiological characters; expert operator behavior; human-in-the-loop control system; multiple layer modeling method; optimization method; process control; psychophysical mechanisms; workshop operator cognition; Adaptation models; Analytical models; Brain modeling; Expert systems; Optimization; Process control; Production;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on
Conference_Location :
Qingdao
DOI :
10.1109/ITSC.2014.6957696
