离散事件系统的分散故障诊断

R. Boel, J. van Schuppen
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引用次数: 110

摘要

工程系统的可靠监控需要离散事件系统的故障诊断算法。对于大型、模块化设计的工厂,如通信网络,鲁棒性考虑和局部传感器之间通信的限制导致故障诊断算法的分散实现。必须在诊断速度与通信和计算成本之间做出权衡。提出了一种基于非对称通信的分散故障诊断算法,该算法中,诊断者2也估计诊断者1的观测器状态,并仅发送与其他诊断者相关的故障状态子集,这对诊断者1的故障检测和诊断控制任务有用。该算法有助于提出实际可实现的启发式算法。
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Decentralized failure diagnosis for discrete-event systems with costly communication between diagnosers
Reliable supervisory control of engineering systems requires failure diagnosis algorithms for discrete-event systems. For large, modularly designed plants, such as communication networks, robustness considerations and limitations on the communication between local sensors lead to decentralized implementations of failure diagnosis algorithms. A trade-off has to be made between the speed of diagnosis and the cost of communication and computation. An algorithm is proposed for decentralized failure diagnosis with asymmetric communication in which Diagnoser 2 also estimates the observer state of Diagnoser 1 and sends only that subset of failure states which is relevant for the other diagnoser when this is useful for Diagnoser 1's control task of failure detection and diagnosis. This algorithm can help in suggesting practically implementable heuristic algorithms.
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