类生物化制造系统自适应免疫监控关键技术研究

中国机械工程 ›› 2011, Vol. 22 ›› Issue (10): 1253-1259.

• 学科发展 • 上一篇

类生物化制造系统自适应免疫监控关键技术研究

唐敦兵;郑堃;顾文斌;汤定山

南京航天航空大学,南京,210016

出版日期:2011-05-25 发布日期:2011-05-31
基金资助:
霍英东教育基金会青年教师基金资助项目(111056)；教育部新世纪优秀人才支持计划资助项目(NCET-08)；高等学校博士学科点专项科研基金资助项目(20093218110020)
Program for New Century Excellent Talents in University of Ministry of Education of China（No. NCET-08）;
Specialized Research Fund for the Doctoral Program of Higher Education of China（No. 20093218110020）

Research on Key Technologies of Self-adaptive Immune Monitoring of Bio-inspired Manufacturing System

Tang Dunbing;Zheng Kun;Gu Wenbin;Tang Dingshan

Nanjing University of Aeronautics and Astronautics,Nanjing,210016

Online:2011-05-25 Published:2011-05-31
Supported by:

Program for New Century Excellent Talents in University of Ministry of Education of China（No. NCET-08）;
Specialized Research Fund for the Doctoral Program of Higher Education of China（No. 20093218110020）

摘要/Abstract

摘要：

利用生物免疫机制及人工免疫系统的相关算法,结合类生物化制造系统模型，建立了一套制造系统免疫监控系统，并运用层次分析模型给出了该

免疫监控系统健康评估的策略。对模拟实验的结果进行了分析，结果表明，所设计的免疫监控系统对制造系统的内外环境干扰具有良好的自适应性，对系统的健康状态评估也与系统的实际状况相符，从而证明了该免疫监控系统的有效性。

关键词:

自适应性免疫监控系统, 免疫监控单元, 类生物化制造系统, 抗原识别

Abstract:

Combining the control model of bio-inspired manufacturing system(BIMS) with the algorithms of artificial immune system(AIS), this paper established an immune monitoring system(IMS). Besides, this paper proposed the strategies of health assessment of manufacturing system with the help of analytic hierarchy

process(AHP) model.Finally,a simulation experiment was carried out based on the IMS

proposed herein, and the results show that the system has a good adaptability for the changes of internal and external environments of manufacturing system.It can also give a reasonable evaluation of the manufacturing system which can match the actual state very well. Therefore, the proposed IMS has good effectiveness and reliability.

Key words:

self-adaptive immune monitoring system(IMS), immune monitoring cell, bio-inspired manufacturing system(BIMS), antigen reorganization

中图分类号:

TH165

唐敦兵, 郑堃, 顾文斌, 汤定山.

类生物化制造系统自适应免疫监控关键技术研究

[J]. 中国机械工程, 2011, 22(10): 1253-1259.

TANG Dui-Bing, ZHENG Kun, GU Wen-Bin, SHANG Ding-Shan.

Research on Key Technologies of Self-adaptive Immune Monitoring of Bio-inspired Manufacturing System

[J]. China Mechanical Engineering, 2011, 22(10): 1253-1259.

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类生物化制造系统自适应免疫监控关键技术研究

Research on Key Technologies of Self-adaptive Immune Monitoring of Bio-inspired Manufacturing System

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