Missing data imputation for solar yield prediction using temporal multi-modal variational auto-encoder

The accurate and robust prediction of short-term solar power generation is significant for the management of modern smart grids, where solar power has become a major energy source due to its green and economical nature. However, the solar yield prediction can be difficult to conduct in the real worl...

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Bibliographic Details
Main Authors: Shen, Meng, Zhang, Huaizheng, Cao, Yixin, Yang, Fan, Wen, Yonggang
Other Authors: School of Computer Science and Engineering
Format: Conference or Workshop Item
Language:English
Published: 2021
Subjects:
Online Access:https://hdl.handle.net/10356/152999
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Institution: Nanyang Technological University
Language: English