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Uncertainty Optimization of Industrial Production Operations Considering the Stochastic Performance of Control Loops

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成果类型:
期刊论文
作者:
Li, Ling;Xiang, Junlin;Liu, Shu;Li, Jiaxin;Long, Hangli;...
通讯作者:
Li, JX
作者机构:
[Li, Jiaxin; Li, Ling; Xiang, Junlin; Long, Hangli] Changsha Univ Sci & Technol, Sch Elect & Informat Engn, Changsha 410205, Peoples R China.
[Li, Ling; Xiang, Junlin; Long, Hangli] Changsha Univ Sci & Technol, State Key Lab Disaster Prevent & Reduct Power Grid, Changsha 410205, Peoples R China.
[Liu, Shu] Hangzhou Zhiyuan Res Inst Co Ltd, Hangzhou 310013, Peoples R China.
[Xue, Yongfei] Cent South Univ Forestry & Technol, Sch Elect Informat & Phys, Changsha 410004, Peoples R China.
通讯机构:
[Li, JX ] C
Changsha Univ Sci & Technol, Sch Elect & Informat Engn, Changsha 410205, Peoples R China.
语种:
英文
关键词:
operation optimization;distributionally robust optimization;control loops;stochastic performance;variational mode decomposition
期刊:
Processes
ISSN:
2227-9717
年:
2025
卷:
13
期:
1
页码:
113-
基金类别:
This work was supported in part by the National Natural Science Foundation of China (62103063, 62303494, 62303073), in part by the Science Research Project of Hunan Provincial Education Department (22B0329), and in part by the Natural Science Foundation of Hunan Province of China (2022JJ40510, 2024JJ6722).
机构署名:
本校为第一且通讯机构
院系归属:
电气与信息工程学院
摘要:
Process optimization is a highly successful method for achieving optimal efficiency in industrial production. The conventional optimization approach presupposes that the operational parameters should align with the optimization settings. However, it fails to consider that, influenced by the stochastic performance of the control loops, the operating parameters may deviate from the optimal operating settings. Consequently, this results in the violation of constraints in the optimization results and affects production safety. Therefore, this paper proposes an uncertainty optimization method that ...

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