A survey and comparison of leading-edge uncertainty handling methods for power grid modernization

作者：

Highlights：

• A qualitative review is conducted on traditional uncertainty modeling techniques.

• A comparative audit has been done to state the significance of robust optimization.

• Contributions of the RO approach in energy-related issues are precisely summarized.

• In the end, research gaps and future directions are highlighted.

摘要

•A qualitative review is conducted on traditional uncertainty modeling techniques.•A comparative audit has been done to state the significance of robust optimization.•Contributions of the RO approach in energy-related issues are precisely summarized.•In the end, research gaps and future directions are highlighted.

论文关键词：Decision-making,Uncertainty modeling techniques,Probabilistic techniques,Possibilistic techniques,Hybrid probabilistic–possibilistic methods,Information gap decision theory,Interval analysis,Robust optimization

论文评审过程：Received 19 November 2021, Revised 15 April 2022, Accepted 12 May 2022, Available online 23 May 2022, Version of Record 26 May 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.117590