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
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