On-Line measurement of production plan track based on extension matter-element theory

Authors:
Zhi-Lin Sheng;Song-Zheng Zhao;Xin-Zheng Qi;Chen-Xi Wang
Affiliations:
Northwestern Polytechnical University, Xi’an, China;Northwestern Polytechnical University, Xi’an, China;Northwestern Polytechnical University, Xi’an, China;Chang’an University, Xi’an, China
Venue:
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Year:
2006

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Abstract

Based on the features of production plan and control in core enterprise under supply chain, according to extension matter-element theory, the paper presents an automatic on-line measuring method of distributed production plan track using the multi-sensor and a new extension measurement method which has two BP networks for realizing the compensation of the measurable matter-element and matter-element transform respectively and uses the D-S Evidence theory for matter-element focus to realize the machining accuracy data of a working procedure that has finished justly and the faults of the machine tools and cutting-tools etc. By the data and the faults, it will reschedule Job-Shop production plan, so as to realize the right time to finish the production plan and to supply data guarantee for the production plan and control in core enterprise under supply chain. The result presented shows that the method is feasible and efficient.