A data-driven h-infinity controller design with non-common lyapunov matrices for the active structural control having saturated actuators

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Tarih

2025

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Yayıncı

Institute of Electrical and Electronics Engineers Inc.

Erişim Hakkı

info:eu-repo/semantics/openAccess

Özet

This paper presents a data-driven H-infinity controller for active vibration control in structural systems having saturated actuators. The data-driven approach addresses parameter uncertainties by eliminating the need for system identification. The full-block S-procedure is used to formulate a convex optimization problem in the form of linear matrix inequalities (LMIs), though additional constraints may introduce conservatism. To mitigate this, the dilation technique with non-common Lyapunov matrices is employed, reducing conservatism and achieving a 12.7% lower H-infinity norm compared to common Lyapunov matrices. A seismically excited three-storey structure is used to validate the method. Simulations based on real-time data from the Kobe earthquake show that the proposed synthesis effectively reduces vibrations while control inputs never become saturated.

Açıklama

11th International Conference on Control, Decision and Information Technologies, CoDIT, Split, 15-18 July 2025.

Anahtar Kelimeler

Active Structural Control, Data-Driven Control, Linear Matrix Inequalities, Non-Common Lyapunov Matrix, Saturated Actuators

Kaynak

11th International Conference on Control, Decision and Information Technologies, CoDIT 2025

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