Intellectualization and Reliability Evaluation of Distribution Network Based on Principal Component Analysis

Abstract:

Principal component analysis is performed on the operation and management evaluation of smart distribution network because of its objectivity, synthesis and simplification to original data information. According to the demand on the evaluation that focuses on intellectualization and reliability of distribution network, an index system for intelligent and reliable evaluation is built. The performance indicators and the principal component analysis are used to analyze the intelligent and reliable level of distribution network operation and management. The feasibility of the evaluation index system is verified by the evaluation results of some distribution networks.

• Periodical: Applied Mechanics and Materials (Volumes 672-674)
• Pages: 1400-1404
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.672-674.1400
• Online since: October 2014
• Authors: Yu Qing Feng, Jian Hua Yang*, Lei Huang, Bin Ji, Jian Su
• Keywords: Distribution Network, Evaluation, Intellectualization, Principal Component Analysis (PCA)

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