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Energy Management for Lifetime Extension of Energy Storage System in Micro-Grid Applications
Abstract
Energy storage is needed in micro-grid to help solve the problem of intermittency introduced by renewable energy sources, enhance power quality and improve controllability of power flow. This paper presents an energy manager for energy storage system (ESS) in micro-grids. The objectives of the energy manager are focused on improving the energy efficiency and extending the life expectancy of ESS while ensuring constraints of energy storage modules are complied with. To this end a smart local prediction and local scheduling algorithm is proposed. A battery lifetime model that uses the proposed Peukert lifetime energy throughput based on the workload of the battery is developed. Verification shows that in the long run, the energy manger can improve overall energy efficiency of ESS from 74.1% to 85.5%, and improve estimated lifetime of 2 Battery Packs in ESS from 3.6 years and 2.4 years to 5 years and 5.7 years respectively.
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Citations
Cited by
He, G., Chen, Q., Kang, C., Pinson, P., & Xia, Q. (2016) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2015.2424314 · Cited by 508
Factoring the Cycle Aging Cost of Batteries Participating in Electricity Markets
Xu, B., Zhao, J., Zheng, T., Litvinov, E., & Kirschen, D. S. (2018) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2017.2733339 · Cited by 384
Dynamic Energy Management System for a Smart Microgrid
Venayagamoorthy, G. K., Sharma, R. K., Gautam, P. K., & Ahmadi, A. (2016) · IEEE Transactions on Neural Networks and Learning Systems · doi:10.1109/tnnls.2016.2514358 · Cited by 328
Yang, Y., Bremner, S., Menictas, C., & Kay, M. (2022) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2022.112671 · Cited by 325
SOH Balancing Control Method for the MMC Battery Energy Storage System
Li, N., Gao, F., Hao, T., Ma, Z., & Zhang, C. (2018) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2017.2733462 · Cited by 186
Metadata
- Authors
- Tran, D., & Khambadkone, A. M.
- Venue
- IEEE Transactions on Smart Grid
- Published
- 2013-09
- Volume
- 4
- Issue
- 3
- Pages
- 1289-1296
- ISSN
- 1949-3053 (ISSN-L)
- 1949-3061
- OpenAlex
- W2018377741
- Cited by
- 225
- References
- 0
- FWCI
- 20.61
- Type
- journal article
- Language
- en
- Open access
- closed
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- Tran, D., & Khambadkone, A. M. (2013). Energy Management for Lifetime Extension of Energy Storage System in Micro-Grid Applications. IEEE Transactions on Smart Grid. https://doi.org/10.1109/tsg.2013.2272835
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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.
