A data-driven approach for generating load profiles based on InfoGAN and MKDE

High-quality demand-side management requires an abundance of load profiles to support decision-making processes. However, customer energy consumption data often contains sensitive personal information, and service providers face significant challenges in accessing a substantial amount of energy cons...

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Bibliographic Details
Main Authors: Jian Lan, Yanzhen Zhou, Qinglai Guo, Hongbin Sun
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2023.1339543/full