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一种基于初始闭环系统的性能评估方法 被引量:4

A New Approach to Performance Assessment Based on Initial-closed-system
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摘要 基于初始闭环系统的输出方差和最小方差指标,提出了一种新的性能评估方法.在过程时滞变化的情况下,基于最小方差指标的评估可能会得到错误的结论,而新的方法可以避免这一缺点.扩展的性能指标以控制器投运后的初始状态作为零基准,能够更准确地反映操作工系统性能的变化,能够很好地替代最小方差指标.利用交互矩阵可将扩展指标推广到多变量系统的评估中,本文将这一算法应用于精馏塔过程的评估.精馏塔过程的仿真示例验证了方法的有效性,表明过程时滞变化时用扩展指标来进行评估更能反映系统性能的变化. This article proposes a new approach to perfor- mance assessment based on initial-closed-system and minimum variance index. When the time delay of a process becomes shorter, assessment based on minimum variance index may draw a wrong conclusion, while the new approach can avoid this dis- advantage. A generalized index that chooses the initial perfor- mance of closed-system as zero-point can give operators more exact result about how the performance of system changes and can substitute for the minimum variance index effectively. By the interactor matrix, the generalized index can be extended for multivariable systems. This article applies the approach to performance assessment of a distillation columns process. Sim- ulation result of distillation columns process shows the validity of this method, indicating that the generalized index should be used for assessment when the time delay of the process becomes shorter.
出处 《自动化学报》 EI CSCD 北大核心 2013年第5期649-653,共5页 Acta Automatica Sinica
基金 国家自然科学基金(60721062 61134007 60904039) 中央高校基本科研业务费专项资金资助~~
关键词 性能评估 初始闭环系统 最小方差指标 精馏塔 Performance assessment, initial=closed-system,minimum variance index, distillation columns
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参考文献15

  • 1Harris T J. Assessment of control loop performance. The Canadian Journal of Chemical Engineering, 1989, 67(5): 856-861.
  • 2Tyler M L, Morari M. Performance monitoring of control systems using likelihood methods. Automatica, 1996, 32(8): 1145-1162.
  • 3Harris T J, Boudreau F, Macgregor J F. Performance as- sessment of multivariable feedback controllers. Automatica, 1996, 32(11): 1505-1518.
  • 4Huang B, Shah S L. Practical issues in multivariable feed- back control performance assessment. Journal of Process Control, 1998, 8(5-6): 421-430.
  • 5Huang B, Shah S L, Fujii H. The unitary interactor matrix and its estimation using closed-loop data. Journal of Process Control, 1997, 7(3): 195-207.
  • 6Xu F W, Huang B, Tamayo E C. Performance assessment of MIMO control systems with time-variant disturbance dy- namics. Computers and Chemical Engineering, 2008, 32(9): 2144-2154.
  • 7Bezergianni S, Georgakis C. Controller performance assess- ment based on minimum and open-loop output variance. Control Engineering Practice, 2000, 8(7): 791-797.
  • 8Wang X, Huang B, Chen T. Multirate minimum variance control design and control performance assessment: a data- driven subspace approach. IEEE Transactions on Control Systems Technology, 2007, 15(1): 65-74.
  • 9Bezergianni S, Ozkan L. On the assessment of multivariable controllers using closed loop data, Part I: Identification of system models. Journal of Process Control, 2012, 22(1): 125 -131.
  • 10Huang B, Shah S L. Performance Assessment of Control Loops: Theory and Applications. UK: Spriuger-Verlag, 1999.

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  • 2黄敏,杨红梅,王兴伟.基于遗传算法和模糊综合评价的虚拟企业风险规划(英文)[J].自动化学报,2004,30(3):449-454. 被引量:20
  • 3Li X R, Zhao Z L. Evaluation of estimation algorithms. part I: incomprehensive measures of performance. IEEE Transactions on Aerospace and Electronic Systems, 2006, 42(4): 1340-1358.
  • 4Li X R, Zhao Z L, Duan Z S. Error spectrum and desirability level for estimation performance evaluation. In: Proceedings of Workshop on Estimation, Tracking and Fusion: A Trbute to Fred Daum. Monterey, CA, USA, 2007.
  • 5Mo L B, Song X Q, Zhou Y Y, Sun Z K, Bar-Shalom Y. Unbiased converted measurements for tracking. IEEE Transactions on Aerospace and Electronic Systems, 1998, 34(3): 1023-1027.
  • 6Zhao Z L, Li X R, Jilkov V P. Best linear unbiased filtering with nonlinear measurements for target tracking. IEEE Transactions on Aerospace and Electronic Systems, 2004, 40(4): 1324-1336.
  • 7Julier S J, Uhlmann J K. New extension of the Kalman filter to nonlinear systems. In: Proceedings of Aero Sense: The 11th International Symposium on Aerospace/Defense Sensing, Simulation and Controls. Orlando, Florida: SPIE, 1997. 182-193.
  • 8Julier S J, Uhlmann J K. Unscented filtering and nonlinear estimation. Proceedings of the IEEE, 2004, 92(3): 401-422.
  • 9Li X R, Zhao Z L. Measuring estimator's credibility: noncredibility index. In: Proceedings of the 2006 International Conference on Information Fusion. Florence: IEEE, 2006. 1-8.
  • 10Li X R, Zhao Z L, Li X B. Evaluation of estimation algorithms: credibility tests. IEEE Transactions on Systems, Man and Cybernetics, Part A: Systems and Humans, 2012, 42(1): 147-163.

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