Improved Risk Analysis for Micro-grids based on Multi-Parametric Programming
With the continuous change of the world's energy structure, the safe and efficient operation of distribution system and microgrids is becoming increasingly important and challenging. This paper proposes an improved risk analysis algorithm for microgrids based on multi-parametric programming considering the integration of large-scale renewable energy. First, the risk analysis system for microgrids is established, including wind power curtailment risk, distribution line heavy load risk, and integrated risk. Then, the linear mapping relationship from uncertain factors like renewable energy output to value of each risk indicator is established through the multi-parametric programming method. The redundant optimization problem solving steps are omitted cause calculation is executed based on the divided critical domains. In the end, the risk analysis efficiency of microgrids is greatly improved.
Authors
- Xiaomin Sun
- Haonan Xie (ORCID: https://orcid.org/0000-0003-0253-3639)
- F. Zhang
- Xiaowen Liang (ORCID: https://orcid.org/0009-0005-7224-1756)
- Chunfang Liu (ORCID: https://orcid.org/0000-0002-6960-1379)
- Kuijing Liang
Publication Details
- Published
- 2024-11-29
- DOI
- https://doi.org/10.1109/ei264398.2024.10990589
- Primary Topic
- Smart Grid and Power Systems
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- China Southern Power Grid