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综合能源系统运行可靠性评估综述及展望
引用本文:李更丰,黄玉雄,别朝红,安佳坤,孙思源,邱起瑞,高晓松,彭钰茗,雷宇骁. 综合能源系统运行可靠性评估综述及展望[J]. 电力自动化设备, 2019, 39(8)
作者姓名:李更丰  黄玉雄  别朝红  安佳坤  孙思源  邱起瑞  高晓松  彭钰茗  雷宇骁
作者单位:西安交通大学电气工程学院,陕西西安,710049;国网河北省电力有限公司经济技术研究院,河北石家庄,050000
基金项目:国家自然科学基金资助项目(51607136);国家自然科学基金联合基金资助项目(U1610122)
摘    要:研究综合能源系统的运行可靠性评估对规避综合能源系统的短期风险、保障其安全稳定运行具有重要价值。考虑系统运行状态、实时运行环境等因素的影响,分析综合能源系统在当前状态下未来短期内的可靠性水平,通过给出实时的运行可靠性指标为系统的运行调度提供决策支持。首先介绍综合能源系统的发展背景及意义、运行可靠性评估的概念及必要性;然后从运行可靠性评估建模、模型驱动以及数据驱动的运行可靠性评估方法3个方面,对国内外研究现状进行梳理,并分析归纳当前综合能源系统运行可靠性评估研究所面临的亟需解决的问题;最后针对问题,提出模型-数据混合驱动的综合能源系统运行可靠性评估思路,并对未来的研究方向进行展望。

关 键 词:综合能源系统  运行可靠性  可靠性评估  可靠性  模型驱动  数据驱动

Review and prospect of operational reliability evaluation of integrated energy system
LI Gengfeng,HUANG Yuxiong,BIE Zhaohong,AN Jiakun,SUN Siyuan,QIU Qirui,GAO Xiaosong,PENG Yuming and LEI Yuxiao. Review and prospect of operational reliability evaluation of integrated energy system[J]. Electric Power Automation Equipment, 2019, 39(8)
Authors:LI Gengfeng  HUANG Yuxiong  BIE Zhaohong  AN Jiakun  SUN Siyuan  QIU Qirui  GAO Xiaosong  PENG Yuming  LEI Yuxiao
Abstract:Operational reliability evaluation of integrated energy system is of great value to avoid short-term risks and ensure the safe and stable operation. The short-term reliability of integrated energy system under the current state is analyzed, and the decision support for system operation scheduling by giving real-time operational reliability indices is provided. Firstly, the background of the integrated energy system and the necessity of operational reliability evaluation are introduced. Secondly, from the aspects of operational reliability evaluation modeling, model driven and data driven operational reliability evaluation approaches, the research status is reviewed and the key problems faced currently are analyzed and summarized. Finally, the idea of model-data hybrid driven operational reliability evaluation of integrated energy system is proposed and the future research directions are prospected.
Keywords:integrated energy system   operational reliability   reliability evaluation   reliability   model driven   data driven
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