Affiliation of Author(s):机电学院
Journal:INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
Key Words:Intelligent manufacturing system Immune monitoring model Immune assessment Immune response
Abstract:The concept of an intelligent manufacturing system is proposed and described based on a comparison of manufacturing and biological organism systems. To promptly eliminate uncertain disturbances produced during the intelligent manufacturing system's operation, an immune monitoring model for an intelligent manufacturing system is proposed that is analogous to a biological immune system mechanism. The implementation of immune recognition, assessment, learning, memory, and control regulation in response to abnormal disturbance factors is investigated. The system's immune evaluation model based on the gray correlation analysis method is carefully analyzed. A neural network-based immune response method is used to deal with the disturbance. Finally, the paper shows how the effectiveness of the proposed method was verified experimentally through a simulation.
ISSN No.:0268-3768
Translation or Not:no
Date of Publication:2018-02-01
Co-author:tdb,Zhu Haihua,XT21701
Correspondence Author:czx,Zhu Haihua