Broad learning robust semi-active structural control: a nonparametric approach

Journal article

We propose a novel algorithm for dynamic response suppression via semi-active control devices, which we refer to as broad learning, robust, semi-active control (BLRSAC). To configure the semi-active controller, a nonparametric reliability-based output feedback control strategy is introduced. In particular, an adaptive broad learning network is developed to formulate the control strategy using the clipped-optimal control technique. The learning network is augmented incrementally to adopt addit...

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Authors: Kuok, S-C; Yuen, K-V; Girolami, M; Roberts, S

• Publication status: Published
• Peer review status: Peer reviewed
• Publisher: Elsevier Publisher's website
• Journal: Mechanical Systems and Signal Processing Journal website
• Volume: 162
• Article number: 108012
• Publication date: 2021-05-18
• Acceptance date: 2021-04-29
• DOI: 10.1016/j.ymssp.2021.108012
• EISSN: 1096-1216
• ISSN: 0888-3270
• Language: English
• Keywords: model uncertainty; FFR; reliability-based control; robust failure probability; semi-active control; broad learning robust controller