A Review of Research on New Power System under Typhoon Disaster

Ruizeng Wei, Huan He, Lei Wang
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Abstract

The integration of distributed generation(DG) into the power system has changed the original structure of the power system. In order to ensure the safe and stable operation of the new power system, further studies need to be made. First of all, this paper mainly reviews the research on the pre-disaster technology of the existing power system to cope with typhoon disasters. Then, according to different factors, the damage prediction is divided into the damage prediction considering disaster environment, the damage prediction considering disaster uncertainty, and the power failure prediction for the user area. In addition, this paper also summarizes the application of various traditional algorithms optimization algorithms and machine learning in the field of power system. Finally, by analyzing the shortcomings of the existing research, several optimization directions for the future new power system to cope with typhoon disasters are summarized.
台风灾害下新型电力系统研究综述
分布式发电与电力系统的融合改变了原有的电力系统结构。为了保证新型电力系统的安全稳定运行,还需要进一步的研究。首先,本文主要回顾了现有电力系统应对台风灾害的灾前技术研究。然后,根据影响因素的不同,将损伤预测分为考虑灾害环境的损伤预测、考虑灾害不确定性的损伤预测和用户区域的停电预测。此外,本文还总结了各种传统算法、优化算法和机器学习在电力系统领域的应用。最后,通过分析现有研究的不足,总结出未来新型电力系统应对台风灾害的几个优化方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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