An artificial intelligence application for cellular manufacturing system inspired by the endocrine mechanism

被引：0
|
作者：
Gu Wenbin [1 ]
Wang Yi [2 ]
机构：
[1] Hohai Univ, Coll Mech & Elect Engn, Changzhou, Peoples R China
[2] Hohai Univ, Org & Personal Dept, Changzhou, Peoples R China
来源：
PROCEEDINGS OF 2017 IEEE 2ND INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC) | 2017年
基金：
美国国家科学基金会;
关键词：
Endocrine Mechanism; Cellular Manufacturing System; Artificial Intelligence Approach; Cell Formation; ALTERNATIVE PROCESS ROUTINGS; DESIGN;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In order to adjust manufacturing resources rapidly based on the market demand, a new manufacturing resources organization approach based virtual manufacturing cell is proposed to simplify production scheduling process and improve scheduling quality. Firstly, a cell formation mathematical model for the cellular manufacturing system, considering all aspects of the problem, is provided. Then, an novel artificial intelligence approach, inspired by the endocrine mechanism, is designed to handle the cell formulation problem. The proposed approach has the advantages of simplifying model and reducing design variables. Finally, an experiment is given to demonstrate the validity and feasibility of the proposed approach.
引用
收藏
页码：1516 / 1520
页数：5
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