Integrated energy microgrid source-load coordinated scheduling based on hybrid two-stage robust optimization
In order to solve the uncertainty of renewable energy output and load demand in the integrated energy microgrid, this paper proposes a source-load coordination optimization scheduling method based on hybrid two-stage robust integrated energy microgrid (IEM). Firstly, the framework of the transaction system in the integrated energy microgrid was established. Secondly, in order to cope with the challenge of source-load multiple uncertainties in the integrated energy microgrid, a hybrid two-stage robust optimization method based on multi-scenario probability was proposed on the basis of the traditional two-stage robust optimization, and the nested Column-and-Constraint Generation (C&CG) algorithm was used to decompose the hybrid two-stage robust optimization model into the main problem and the sub-problem for cyclic solving. Finally, the effectiveness of the model and the solution algorithm is verified by a case study, and the economy and ability to resist the fluctuation of uncertain factors are analyzed.
Authors
- Jiwu Guan
- Hongwen Jin
- K.A. Hua (ORCID: https://orcid.org/0009-0003-6971-145X)
- Qi Zhao
- Kaiyue Liu (ORCID: https://orcid.org/0009-0008-6654-1631)
- Xin Song
- Shuang Ma
Institutions
- South China Normal University (CN)
- State Key Laboratory of Building Safety and Built Environment (CN)
- Changchun Institute of Technology (CN)
Publication Details
- Published
- 2024-10-18
- DOI
- https://doi.org/10.1117/12.3049453
- Primary Topic
- Smart Grid Energy Management
- Type
- article
- Field-Weighted Citation Impact
- 0.00