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2026

Adaptive Output-Feedback Fault-Tolerant Control for Distributed Optimization of Nonlinear MASs Under Event-Triggered Communication

This article investigates the distributed adaptive optimization of multiagent systems with uncertain nonlinearities, utilizing a dynamic event-triggered mechanism. Distinct from existing algorithms that assume healthy operation, the proposed dynamic event-triggered strategy not only saves communication resources but al...

Yong-Lin Yu, Xu-Dong Zhao, Ben Niu et al. · 1 citation
2026

Data-Driven Intelligent Online Learning for Robust Tracking Control Integrating Prior Knowledge in Wastewater Treatment

Maintaining the concentration of dissolved oxygen at predefined levels is critical for the efficient operation of biological wastewater treatment processes, which are inherently complex and subject to disturbances. In this article, an intelligent online learning framework for optimal tracking control is established, wh...

Ding Wang, Jin Ren, Ming-Ming Zhao et al. · 0 citations

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