Power Load Forecasting Method Based on MT-BSGP

Power Load Forecasting Method Based on MT-BSGP

In order to forecast short-term household power load，a power load forecasting method based on multi-task Bayesian spatiotemporal Gaussian process ( MT-BSGP) is proposed. The proposed method can effectively capture the relationship between different residential communities and the local spatial chang...

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Bibliographic Details
Main Authors: LI Zhi-yong, SU Yin-sheng, LI Bin, LIU Chun-xiao, LI Bao, TAN Shou-biao
Format: Article
Language:zho
Published: Harbin University of Science and Technology Publications 2021-08-01
Series:Journal of Harbin University of Science and Technology
Subjects:
load forecasting
multi-task learning
gaussian process
relevance
low-rank struct
Online Access:https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1992
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https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=1992

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