基于LDA模型的电力计量检定装置智能运维知识库设计

Yalun Chen, Mingze Gao, Xin Zhang
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引用次数: 0

摘要

手工操作和维护计量检定装置存在效率低、容易出错的问题。提出了一种基于潜在狄利克雷分配(Latent Dirichlet Allocation, LDA)的智能计量系统知识库构建方法。通过余弦相似度的故障相似度计算方法、输入故障现象和输出故障处理方法,实现故障处理方法的智能推荐。实际应用表明,该知识库在不影响计量检定工作的前提下,提高了运维效率,降低了运维成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Design of Intelligent Operation and Maintenance Knowledge Base for Power Metering Verification Device Based on LDA Model
The manual operation and maintenance of the measurement verification device has the problems of low efficiency and error-prone. In this paper, a method for construction of the knowledge base of intelligent metering system is proposed based on the Latent Dirichlet Allocation (LDA). Through the fault similarity calculation method of cosine similarity, input fault phenomenon and output fault processing method, intelligent recommendation of fault processing method is realized. The actual application shows that this knowledge base can improve the operation and maintenance efficiency and reduce the operation and maintenance cost without affecting the measurement verification work.
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