Fault detection using interval LPV models in an open-flow canal

被引:32
作者
Blesa, Joaquim [3 ]
Puig, Vicenc [1 ,2 ]
Bolea, Yolanda [3 ]
机构
[1] Univ Politecn Cataluna, Adv Control Syst Grp, E-08028 Barcelona, Spain
[2] Univ Politecn Cataluna, Inst Robot & Informat Ind CSIC, E-08028 Barcelona, Spain
[3] Tech Univ Catalonia UPC, Automat Control Dept ESAII, Barcelona 08028, Spain
关键词
Open canals; Fault detection; Parity equations; LPV models; Uncertain delay; PARAMETER-VARYING MODELS; IRRIGATION CANALS; IDENTIFICATION; SYSTEMS; CHANNELS; DESIGN;
D O I
10.1016/j.conengprac.2010.01.002
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper proposes a new method of fault detection using Linear Parameter Varying (LPV) interval models and its application to an open-Flow canal. The use of such models is motivated because the parameters and transport delay in the canal transfer function model vary with the operating point. LPV models allow to consider these variations by characterizing the parameters/delay variation law with the operating point while intervals are used to bound the parameter/delay uncertainty. Additionally, a LPV parameter estimation algorithm that allows to estimate parameter/delay uncertainty intervals is also proposed. As an application case study, an open-Flow canal system based on the Lunax dam-gallery system located in France is used to show the effectiveness of the proposed method to detect faults. The satisfactory results obtained allow to assess the effectiveness of the proposed approach. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:460 / 470
页数:11
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