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A key feature of the proposed approach is the utilization of the online learning-based approximation of the cumulative sum of previously detected faults to enable detection and isolation of subsequent consecutive faults in a computationally efficient manner. The boundedness of the system variables and the robustness of the proposed scheme are analytically shown. Finally, a numerical simulation validates the presented approach and demonstrates its effectiveness and applicability."],"publicationDate":"2025-12-09","publisher":"IEEE","embargoEndDate":null,"sources":["Crossref"],"formats":null,"contributors":null,"coverages":null,"bestAccessRight":{"code":"c_abf2","label":"OPEN","scheme":"http://vocabularies.coar-repositories.org/documentation/access_rights/"},"container":{"name":"2025 IEEE 64th Conference on Decision and Control 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