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author:

Xu, Qiaoling (Xu, Qiaoling.) [1] (Scholars:许巧玲) | Zhao, Chao (Zhao, Chao.) [2] (Scholars:赵超) | Zhang, Dengfeng (Zhang, Dengfeng.) [3] | An, Aimin (An, Aimin.) [4] | Zhang, Chi (Zhang, Chi.) [5]

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CPCI-S Scopus

Abstract:

In this paper, a data-driven subspace approach for economic performance assessment of the advanced process control (APC) systems is presented. The method introduces LQG tradeoff curve to estimate potential of reduction in variance, which is directly obtained from subspace matrices using closed loop data. To exploit feasible economic performance of the APC systems, the proposed approach considers the uncertainties induced by process variability and evaluates the economic performance through solving stochastic optimization problem. Results of the performance evaluation provide a guideline for the control system tuning to realize the potential improvement in profitability of process. The application of the proposed method is illustrated by its benefits evaluation on a simulated example.

Keyword:

Community:

  • [ 1 ] [Xu, Qiaoling]Fuzhou Univ, Fac Coll Chem & Chem Engn, Fuzhou, Peoples R China
  • [ 2 ] [Zhao, Chao]Fuzhou Univ, Fac Coll Chem & Chem Engn, Fuzhou, Peoples R China
  • [ 3 ] [Zhang, Dengfeng]Nanjing Univ Sci & Technol, Fac Sch Mech Engn, Nanjing, Peoples R China
  • [ 4 ] [An, Aimin]Lanzhou Univ Technol, Fac Sch Elect Engn & Informa Engn, Lanzhou, Peoples R China
  • [ 5 ] [Zhang, Chi]Zhejiang Univ, Sch Econom, Zhejiang, Peoples R China

Reprint 's Address:

  • 许巧玲

    [Xu, Qiaoling]Fuzhou Univ, Fac Coll Chem & Chem Engn, Fuzhou, Peoples R China

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Source :

2011 AMERICAN CONTROL CONFERENCE

ISSN: 0743-1619

Year: 2011

Page: 5085-5090

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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