李浩, 林湘宁, 喻锟, 赵航, 李正天, 姜青阁, 陈乐, 金能. 基于连续时间马尔可夫链的继电保护装置动作行为预测模型[J]. 中国电机工程学报, 2018, 38(S1): 121-128. DOI: 10.13334/j.0258-8013.pcsee.171150
引用本文: 李浩, 林湘宁, 喻锟, 赵航, 李正天, 姜青阁, 陈乐, 金能. 基于连续时间马尔可夫链的继电保护装置动作行为预测模型[J]. 中国电机工程学报, 2018, 38(S1): 121-128. DOI: 10.13334/j.0258-8013.pcsee.171150
LI Hao, LIN Xiangning, YU Kun, ZHAO Hang, LI Zhengtian, JIANG Qingge, CHEN Le, JIN Neng. Based on Continuous Time Markov Chain Prediction Model of Action Behavior of Relay Protection Device[J]. Proceedings of the CSEE, 2018, 38(S1): 121-128. DOI: 10.13334/j.0258-8013.pcsee.171150
Citation: LI Hao, LIN Xiangning, YU Kun, ZHAO Hang, LI Zhengtian, JIANG Qingge, CHEN Le, JIN Neng. Based on Continuous Time Markov Chain Prediction Model of Action Behavior of Relay Protection Device[J]. Proceedings of the CSEE, 2018, 38(S1): 121-128. DOI: 10.13334/j.0258-8013.pcsee.171150

基于连续时间马尔可夫链的继电保护装置动作行为预测模型

Based on Continuous Time Markov Chain Prediction Model of Action Behavior of Relay Protection Device

  • 摘要: 在继电保护可靠性评估中,使用保护装置状态的稳态概率进行状态枚举与后果分析,难以反映当前运行状态下保护装置的可靠性水平。该文建立了基于历史运行数据的继电保护装置状态转移模型,进而提出了基于连续时间马尔可夫链的时变概率算法,分析了不同保护可靠性参数对继电保护行为预测模型的影响。最后根据模型得到的时变概率曲线图,提出一种紧急调用应急保护装置并投运的策略措施。仿真结果证明了保护装置行为趋势的预测结果符合实际保护装置运行状态发展的客观规律。

     

    Abstract: In the reliability evaluation of relay protection, it is difficult to reflect the reliability level of the protection device in the current operating state by using the steady-state probability of the protection device state to perform state enumeration and consequence analysis. In this paper, a state transition model of relay protection device based on historical operation data was established, and a time-varying probability algorithm based on continuous-time Markov chain was proposed. The influence of different protection reliability parameters on the prediction model of relay protection behavior was analyzed and the parameter update method was proposed. Finally, according to the time-varying probability curve obtained from the model, an emergency protection device urgently invoking and implement strategy was proposed.The simulation results prove the objective law of the trend of the protection device behavior.

     

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