An asymmetric bisquare regression for mixed cyberattack-resilient load forecasting

作者:

Highlights:

• The mixed pattern is generalized by traditional positive and negative cyberattack.

• An adaptive regression is proposed for load forecasting under cyberattack.

• The proposed method can beat all considered robust statistical regression methods.

摘要

•The mixed pattern is generalized by traditional positive and negative cyberattack.•An adaptive regression is proposed for load forecasting under cyberattack.•The proposed method can beat all considered robust statistical regression methods.

论文关键词:Asymmetric loss function,Mixed cyberattack,Statistical modeling,Data-driven method

论文评审过程:Received 8 May 2022, Revised 26 July 2022, Accepted 5 August 2022, Available online 12 August 2022, Version of Record 24 August 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.118467