Load forecasting analysis for regional and industry power systems-based on ARIMA model and LSTM model

The forecasting and analysis for the power system load profoundly affect the security of electricity for production and daily life. Based on the load data of 15- minute interval in a regional power grid in China, this paper forecasts the load of 15 - minute interval in the next 10 days, the maximum...

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Bibliographic Details
Main Authors: Chen Jiongcheng, Qian Yuchen, Wu Daiwei, Tang Xinlei, Liu Xiangdong
Format: Article
Language:English
Published: EDP Sciences 2022-01-01
Series:E3S Web of Conferences
Subjects:
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2022/27/e3sconf_vesep2022_01079.pdf