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Optimal Scheduling of an Isolated Microgrid With Battery Storage Considering Load and Renewable Generation Uncertainties
Open accessAbstract
By modeling the uncertainty of spinning reserves provided by energy storage with probabilistic constraints, a new optimal scheduling mode is proposed in this paper for minimizing the operating costs of an isolated microgrid (MG) by using chance-constrained programming. The model is transformed into a readily solvable mixed integer linear programming formulation in general algebraic modeling system (GAMS) via a proposed discretized step transformation approach and finally solved by applying the CPLEX solver. By properly setting the confidence levels of the spinning reserve probability constraints, the MG operation can achieve a tradeoff between reliability and economy. The test results on the modified Oak Ridge National Laboratory Distributed Energy Control and Communication lab MG test system reveal that the proposal significantly exceeds the commonly used hybrid intelligent algorithm with much better and more stable optimization results and significantly reduced calculation times.
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Citations
Cited by
Li, Y., Wang, R., & Yang, Z. (2022) · IEEE Transactions on Sustainable Energy · doi:10.1109/tste.2021.3105529 · Cited by 269
Self-citationMurty, V. V. S. N., & Kumar, A. (2020) · Protection and Control of Modern Power Systems · doi:10.1186/s41601-019-0147-z · Cited by 268
RetractedWali, S. B., Hannan, M. A., Reza, M. S., Ker, P. J., Begum, R. A., Rahman, M. S. A., & Mansor, M. (2021) · Journal of Energy Storage · doi:10.1016/j.est.2021.102296 · Cited by 149
Designing wearable microgrids: towards autonomous sustainable on-body energy management
Yin, L., Kim, K. N., Trifonov, A., Podhajny, T., & Wang, J. (2022) · Energy & Environmental Science · doi:10.1039/d1ee03113a · Cited by 111
Masaud, T. M., & El-Saadany, E. (2023) · IEEE Systems Journal · doi:10.1109/jsyst.2023.3285147 · Cited by 26
Metadata
- Authors
- Li, Y., Yang, Z., Li, G., Zhao, D., & Tian, W.
- Venue
- IEEE Transactions on Industrial Electronics
- Published
- 2019-02
- Volume
- 66
- Issue
- 2
- Pages
- 1565-1575
- ISSN
- 0278-0046 (ISSN-L)
- 1557-9948
- OpenAlex
- W2805595124
- Cited by
- 414
- References
- 0
- FWCI
- 25.75
- Type
- journal article
- Language
- en
- Open access
- green
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- Li, Y., Yang, Z., Li, G., Zhao, D., & Tian, W. (2019). Optimal Scheduling of an Isolated Microgrid With Battery Storage Considering Load and Renewable Generation Uncertainties. IEEE Transactions on Industrial Electronics. https://doi.org/10.1109/tie.2018.2840498
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
