Enhancing multivariate, multi-step residential load forecasting with spatiotemporal graph attention-enabled transformer

Short-term residential load forecasting (STRLF) holds great significance for the stable and economic operation of distributed power systems. Different households in the same region may exhibit similar consumption patterns owing to the analogous environmental parameters. Incorporating the spatiotempo...

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Bibliografiske detaljer

Principais autores:	Pengfei Zhao, Weihao Hu, Di Cao, Zhenyuan Zhang, Wenlong Liao, Zhe Chen, Qi Huang
Format:	Artigo
Sprog:	Inglês
Udgivet:	Elsevier 2024-09-01
Serier:	International Journal of Electrical Power & Energy Systems
Fag:	Residential load forecasting Spatiotemporal modeling Deep neural network
Online adgang:	http://www.sciencedirect.com/science/article/pii/S0142061524002953
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