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基于線(xiàn)圈電流的牽引變電站直流斷路器狀態(tài)監測與診斷研究
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中船重工712研究所

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國家重點(diǎn)研發(fā)計劃資助(2017YFB1201200)


Research on Condition Monitoring and Diagnosis of DC Circuit Breaker Based on Coil Current
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    摘要:

    直流斷路器在系統設備入網(wǎng)或者退網(wǎng)時(shí)起到開(kāi)關(guān)轉換的控制作用,是電力系統的關(guān)鍵設備之一。研究牽引變電站直流斷路器的合分閘線(xiàn)圈電流與直流斷路器狀態(tài)的聯(lián)系,實(shí)現對直流斷路器的狀態(tài)診斷。首先利用霍爾電流傳感器采集分合閘線(xiàn)圈電流波形,然后分析了直流斷路器分合閘過(guò)程線(xiàn)圈電流的變化機理并確定以電流拐點(diǎn)的時(shí)間(t1/t2)和電流值(i1/i2)作為診斷的特征值,接著(zhù)對采集的電流波形進(jìn)行15kHz低通濾波去噪后采用電流包絡(luò )法提取分合閘線(xiàn)圈電流信號中特征值,最后隨機劃分80%樣本為訓練樣本,20%為測試樣本,通過(guò)SVM支持向量機對模擬的7種不同狀態(tài)進(jìn)行診斷。診斷結果表明,通過(guò)分析分合閘線(xiàn)圈電流的特征值能夠實(shí)現牽引變電站直流斷路器的狀態(tài)監測與診斷。

    Abstract:

    DC circuit breaker is one of the most important switch devices in power system, Which plays the role of switching control when the system devices enter or exits the system. The connection between the closing/opening coil current and the state of the DC breaker are studied, to diagnosis the DC breaker status. Firstly, the current waveform of the opening and closing coil is collected by the Hall current sensor. Then, analysis the coil current in the DC circuit breaker opening/closing process is analyzed and the time (t1/t2) with current value (i1/i2) of the coil current inflection point are determined as the characteristic values of the diagnosis. and then, the collected current waveform is denoised by low-pass filtering with a cutoff frequency of 15 kHz that is extracted by the method of current envelope. Finally, 80% of the samples were randomly divided into training samples and 20% were test samples. Seven different states of the simulation were diagnosed by SVM. The diagnosis results show that the analysis method based on the current of the coil current can realize the condition monitoring and diagnosis of the dc circuit breaker in traction substation.

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肖偉強,肖濤古,王志惠,張目然,夏加富.基于線(xiàn)圈電流的牽引變電站直流斷路器狀態(tài)監測與診斷研究計算機測量與控制[J].,2019,27(12):66-70.

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  • 收稿日期:2019-06-03
  • 最后修改日期:2019-06-12
  • 錄用日期:2019-06-12
  • 在線(xiàn)發(fā)布日期: 2019-12-26
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