基于低秩矩阵填充的XLPE电力电缆寿命评估

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Abstract In this article,a novel lifetime evaluation method of XLPE power cable is proposed by employing low-rank matrix completion technology. The proposed method can effectively deal with small sample sized life prediction problems,which can not be handled by the traditional algorithms,caused by the disunity on cable test categories of different manufacturers. In the proposed method,an information matrix of power cable insulation state is established with all the indicators and cable life of a single cable sample as a column vector. By dividing the information matrix into a low-rank matrix and a sparse noisy matrix,the tasks of lifetime evaluation of XLPE power cable are complished. Experimental simulation results demonstrate the accuracy and robustness of this proposed method.

Key words： XLPE power cable aging of insulation low-rank matrix completion lifetime evaluation

Received: 21 January 2014 Published: 22 January 2015

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TM855

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	Articles by authors
	Xu Gang
	Tan Yuanpeng
	Huang Lin

Cite this article:

Xu Gang,Tan Yuanpeng,Huang Lin. Low-Rank Matrix Completion Based Lifetime Evaluation of XLPE Power Cable[J]. Transactions of China Electrotechnical Society, 2014, 29(12): 268-276.

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http://dgjsxb.ces-transaction.com/EN/ OR http://dgjsxb.ces-transaction.com/EN/Y2014/V29/I12/268

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