A correlation consistency based multivariate alarm thresholds optimization approach
详细信息 查看全文
- 作者：Huihui Gaoa ; b ; Feifei Liua ; b ; Qunxiong Zhua ; b ; zhuqx_buctielab@163.com" class="auth_mail" title="E-mail the corresponding author
- 关键词：Interpretative structural modeling ; Correlation analysis ; Kernel density estimation ; Alarm thresholds optimization
- 刊名：ISA Transactions
- 出版年：2016
- 出版时间：November 2016
- 年：2016
- 卷：65
- 期：Complete
- 页码：37-43
- 全文大小：802 K
文摘
- •
The alarm thresholds optimization is investigated in this manuscript.
- •
The Data-driven ISM is used to reveal the interaction between variables.
- •
The Particle Swarm Optimization is applied to obtain the optimal thresholds.
- •
The TE process is used to verify the effectiveness of the proposed method.