Research on Adversarial Domain Adaptation Method and Its Application in Power Load Forecasting

Research on Adversarial Domain Adaptation Method and Its Application in Power Load Forecasting

Domain adaptation has been used to transfer the knowledge from the source domain to the target domain where training data is insufficient in the target domain; thus, it can overcome the data shortage problem of power load forecasting effectively. Inspired by Generative Adversarial Networks (GANs), a...

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Bibliographic Details
Main Authors: Min Huang, Jinghan Yin
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Mathematics
Subjects:
domain adaptation
adversarial learning
adversarial equilibrium
transferability quantification
power load forecasting
Online Access:https://www.mdpi.com/2227-7390/10/18/3223

Internet

https://www.mdpi.com/2227-7390/10/18/3223

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