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Research Article | Open Access

Fault-tolerant control for swarm systems: A geometric-based PDE planning approach

School of Automation Engineering, Hangzhou Dianzi University, Hangzhou, 310018, China
College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China
Department of Mechanical, Industrial and Aerospace Engineering, Concordia University, Montreal, H3G 1M8, Canada

Peer review under responsibility of Chongqing University.

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Abstract

This paper investigates the issue of fault-tolerant control for swarm systems subject to switched graphs, actuator faults and obstacles. A geometric-based partial differential equation (PDE) framework is proposed to unify collision-free trajectory generation and fault-tolerant control. To deal with the fault-induced force imbalances, the Riemannian metric is proposed to coordinate nominal controllers and the global one. Then, Riemannianbased trajectory length optimization is solved by gradient’s dynamic model–heat flow PDE, under which a feasible trajectory satisfying motion constraints is achieved to guide the faulty system. Such virtual control force emerges autonomously through this metric adjustments. Further, the tracking error is rigorously proven to be exponential boundedness. Simulation results confirm the validity of these theoretical findings.

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Journal of Automation and Intelligence
Pages 177-184

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Cite this article:
Guan Y, Jiang B, Zhang Y, et al. Fault-tolerant control for swarm systems: A geometric-based PDE planning approach. Journal of Automation and Intelligence, 2025, 4(3): 177-184. https://doi.org/10.1016/j.jai.2025.03.002

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Received: 12 November 2024
Revised: 02 March 2025
Accepted: 12 March 2025
Published: 18 March 2025
© 2025 The Authors.

This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).