Intelligent switching expert system for delayed coking unit based on iterative learning strategy
文献类型：期刊论文
| 作者 | Yu, Xiaodong1; Wei, Yujie1; Huang, Dexian1; Jiang, Yongheng1; Liu, Bo2 ; Jin, Yihui1
|
| 刊名 | EXPERT SYSTEMS WITH APPLICATIONS
 |
| 出版日期 | 2011-07-01 |
| 卷号 | 38期号:7页码:9023-9029 |
| 关键词 | Iterative learning Expert system Delayed coking Intelligent control |
| ISSN号 | 0957-4174 |
| DOI | 10.1016/j.eswa.2011.01.056 |
| 英文摘要 | Delayed coking is the most effective process to decarbonize and demetallize heavy petroleum residues. However, it relies much on the field engineers' experiences and expertise in practice for operating the controllers effectively and compatibly in delayed coking. This study establishes a knowledge database of intelligent switching expert system by analyzing the on-site data and operator's experiences. A feed-forward control strategy based on iterative learning is introduced to erase disturbances arising from switching operation. The intelligent switching expert system (ISES) proposed here is guaranteed to be converged by introducing a convergence factor. The effectiveness and maneuverability of the ISES are proved by the simulation results on Shadow Plant Simulation Platform. (C) 2011 Elsevier Ltd. All rights reserved. |
| 资助项目 | National Natural Science Foundation of China[6057072] ; 863 Program of China[2007AA04Z193] |
| WOS研究方向 | Computer Science ; Engineering ; Operations Research & Management Science |
| 语种 | 英语 |
| WOS记录号 | WOS:000289047700121 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/11635]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | Yu, Xiaodong |
| 作者单位 | 1.Tsinghua Univ, Dept Automat, Inst Proc Control & Engn, Beijing 100084, Peoples R China 2.Chinese Acad Sci, Acad Math & Syst Sci, Ctr Forecasting Sci CEFS, Beijing 100080, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yu, Xiaodong,Wei, Yujie,Huang, Dexian,et al. Intelligent switching expert system for delayed coking unit based on iterative learning strategy[J]. EXPERT SYSTEMS WITH APPLICATIONS,2011,38(7):9023-9029. |
| APA | Yu, Xiaodong,Wei, Yujie,Huang, Dexian,Jiang, Yongheng,Liu, Bo,&Jin, Yihui.(2011).Intelligent switching expert system for delayed coking unit based on iterative learning strategy.EXPERT SYSTEMS WITH APPLICATIONS,38(7),9023-9029. |
| MLA | Yu, Xiaodong,et al."Intelligent switching expert system for delayed coking unit based on iterative learning strategy".EXPERT SYSTEMS WITH APPLICATIONS 38.7(2011):9023-9029. |
入库方式： OAI收割
来源：数学与系统科学研究院
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