| Multi-objective optimization and selection for the PI control of ALSTOM gasifier problem | |
| Xue, Yali ; Li, Donghai ; Gao, Furong | |
| 2010-10-12 ; 2010-10-12 | |
| 关键词 | Multi-objective optimization Gasification PI control PREDICTIVE CONTROL BENCHMARK PROBLEM Automation & Control Systems Engineering, Electrical & Electronic |
| 中文摘要 | Based on the baseline PI control structure, the control parameters of non-linear ALSTOM gasifier benchmark problem are optimized. Firstly, taking all the input and output limits under three load conditions as constraints, the relative IAE indices at six scenarios are calculated and optimized by using multi-objective optimization algorithm NSGA-II. A set of non-dominated solutions are obtained which facilitate the further improvement on the performance under coal quality change. Then among those non-dominated solutions, the solution with best coal quality flexibility comes to the fore through a selection procedure. The simulation results show that the optimization and selection procedure presented in this paper improves the baseline PI control performance with better dynamic responses and coal quality flexibility. (C) 2009 Elsevier Ltd. All rights reserved. |
| 语种 | 英语 ; 英语 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD ; OXFORD ; THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND |
| 内容类型 | 期刊论文 |
| 源URL | [http://hdl.handle.net/123456789/79906]  |
| 专题 | 清华大学 |
| 推荐引用方式 GB/T 7714 | Xue, Yali,Li, Donghai,Gao, Furong. Multi-objective optimization and selection for the PI control of ALSTOM gasifier problem[J],2010, 2010. |
| APA | Xue, Yali,Li, Donghai,&Gao, Furong.(2010).Multi-objective optimization and selection for the PI control of ALSTOM gasifier problem.. |
| MLA | Xue, Yali,et al."Multi-objective optimization and selection for the PI control of ALSTOM gasifier problem".(2010). |
| 个性服务 |
| 查看访问统计 |
| 相关权益政策 |
| 暂无数据 |
| 收藏/分享 |
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。
修改评论