A Novel Unknown Input Observer Design for Nonlinear LPV Systems

被引:0
作者
Pablo Arango, Juan [1 ]
Etienne, Lucien [1 ]
Duviella, Eric [1 ]
Langueh, Kokou [1 ]
Segovia, Pablo [2 ,3 ]
Puig, Vicenc [2 ,3 ]
机构
[1] CERI Digital Syst, IMT Nord Europe, F-59500 Lille, France
[2] Univ Politecn Cataluna, BarcelonaTECH, Dept Automat Control, Barcelona 08222, Spain
[3] UPC, CSIC, Inst Robot iInformat Ind, Barcelona 08028, Spain
来源
IEEE CONTROL SYSTEMS LETTERS | 2025年 / 9卷
关键词
Observers; Nonlinear systems; Noise; Scalability; Noise measurement; Convergence; Computational modeling; Uncertain systems; Training; Measurement uncertainty; Fluid mechanics; LPV; material and energy balances; OSL-QIB; unknown input observer; OCIS;
D O I
10.1109/LCSYS.2025.3580325
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 letter presents the design of an unknown input observer (UIO) for linear parameter-varying (LPV) systems, including nonlinearities that are assumed to fulfill one-sided Lipschitz quadratically inner-bounded (OSL-QIB) conditions. The proposed approach introduces a novel extension of conventional LPV frameworks by directly incorporating nonlinear terms, aiming to improve observer performance and reduce the modeling errors typically introduced during the transformation of a nonlinear system into its LPV counterpart. A key contribution of this letter is the development of a UIO design that avoids the state transformation step, which is often highly complex and only valid under restrictive assumptions such as a constant unknown input matrix D. By eliminating this constraint, the proposed observer design significantly enhances scalability and applicability to a broader class of systems. The performance and effectiveness of the approach are demonstrated through both a numerical example and a well-established open-channel flow benchmark: the Corning channel in California, USA.
引用
收藏
页码:1658 / 1663
页数:6
相关论文
共 21 条
[11]   On Unknown Input Observers for LPV Systems [J].
Ichalal, Dalil ;
Mammar, Said .
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (09) :5870-5880
[12]   Automated generation and assessment of affine LPV models [J].
Kwiatkowski, Andreas ;
Boll, Marie-Theres ;
Werner, Herbert .
PROCEEDINGS OF THE 45TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2006, :6690-6695
[13]   Reduced-order observer design for one-sided Lipschitz time-delay systems subject to unknown inputs [J].
Minh Cuong Nguyen ;
Hieu Trinh .
IET CONTROL THEORY AND APPLICATIONS, 2016, 10 (10) :1097-1105
[14]   Robust observer design for uncertain one-sided Lipschitz systems with disturbances [J].
Nguyen, Cuong M. ;
Pathirana, Pubudu N. ;
Hieu Trinh .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2018, 28 (04) :1366-1380
[15]  
Nugroho SA, 2020, P AMER CONTR CONF, P4558, DOI [10.23919/ACC45564.2020.9147812, 10.23919/acc45564.2020.9147812]
[16]  
Toth R, 2010, LECT NOTES CONTR INF, V403, P1, DOI 10.1007/978-3-642-13812-6
[17]   The Behavioral Approach to Linear Parameter-Varying Systems [J].
Toth, Roland ;
Willems, Jan C. ;
Heuberger, Peter S. C. ;
Van den Hof, Paul M. J. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 56 (11) :2499-2514
[18]   Interval observer design for LPV systems with parametric uncertainty [J].
Wang, Yan ;
Bevly, David M. ;
Rajamani, Rajesh .
AUTOMATICA, 2015, 60 :79-85
[19]  
Witczak M., 2007, Fault Detection, Supervision and Safety of Technical Processes, P198
[20]   Improved exponential observer design for one-sided Lipschitz nonlinear systems [J].
Zhang, Wei ;
Su, Housheng ;
Zhu, Fanglai ;
Bhattacharyya, Shankar P. .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2016, 26 (18) :3958-3973