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人工智能在电力系统及综合能源系统中的应用综述

杨挺 赵黎媛 王成山

电力系统自动化2019,Vol.43Issue(1):2-14,13.
电力系统自动化2019,Vol.43Issue(1):2-14,13.DOI:10.7500/AEPS20180706005

人工智能在电力系统及综合能源系统中的应用综述

Review on Application of Artificial Intelligence in Power System and Integrated Energy System

杨挺 1赵黎媛 1王成山1

作者信息

  • 1. 智能电网教育部重点实验室(天津大学), 天津市 300072
  • 折叠

摘要

Abstract

In order to promote the energy production and consumption revolution and build a clean, low-carbon, secure and efficient energy system, it is necessary to develop a new generation of power system and integrated energy system which are more intelligent.Artificial intelligence is one of the most disruptive technologies in the world, which has strong processing ability in computational intelligence, perceptual intelligence and cognitive intelligence.The application of artificial intelligence in power system and integrated energy system will change the traditional utilization mode of energy and promote the further intellectualization of the system.The contents of this review are as follows:the summary of artificial intelligence, the demand for artificial intelligence in power system and integrated energy system, and the various applications of artificial intelligence in the energy field.Finally, the paper presents the future challenges and opportunities faced by the energy field in the era of artificial intelligence.

关键词

人工智能/电力系统/综合能源系统/机器学习

Key words

artificial intelligence/power system/integrated energy system/machine learning

引用本文复制引用

杨挺,赵黎媛,王成山..人工智能在电力系统及综合能源系统中的应用综述[J].电力系统自动化,2019,43(1):2-14,13.

基金项目

国家重点研发计划资助项目(2018YFB0905000) (2018YFB0905000)

国家自然科学基金资助项目(61571324) (61571324)

天津市自然科学基金重点项目(16JCZDJC30900) (16JCZDJC30900)

国家国际科技合作专项项目(2013DFA11040) This work is supported by National Key R&D Program of China (No. 2018YFB0905000) , National Natural Science Foundation of China (No. 61571324) , Key Project of Tianjin Natural Science Foundation of China (No. 16JCZDJC30900) , and National Program of International S&T Cooperation (No. 2013DFAll040). (2013DFA11040)

电力系统自动化

OA北大核心CSCDCSTPCD

1000-1026

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