Research on assembly quality adaptive control system for complex mechanical products assembly process under uncertainty
详细信息 查看全文
- 作者：Xiaoqiao Wang ; wxq20061087@163.com" class="auth_mail" title="E-mail the corresponding authorAuthor Vitae ; Mingzhou LiuAuthor Vitae ; Maogen GeAuthor Vitae ; Lin LingAuthor Vitae ; Conghu LiuAuthor Vitae
- 关键词：Complex mechanical products ; Assembly quality adaptive control ; Adaptive control system ; BP neural network ; Uncertainty
- 刊名：Computers in Industry
- 出版年：2015
- 出版时间：December 2015
- 年：2015
- 卷：74
- 期：Complete
- 页码：43-57
- 全文大小：6789 K
文摘
- •
An assembly quality adaptive control system is proposed, developed and applied.
- •
The system is utilized to reach monitoring, data capture, tracing, and analysis.
- •
Assembly quality control threshold optimization is built based on BP neural network.
- •
Assembly performance prediction is built based on BP neural network.
- •
The assembly precision, stability and efficiency are improved by applying the system.