Yongxi Zhang, Jiahua Zhu, Yan Xu, 等. Risk-based Two-stage Optimal Scheduling of Energy Storage System with Second-life Battery Units[J]. 中国电机工程学会电力与能源系统学报(英文), 2023,9(2):529-538.
Yongxi Zhang, Jiahua Zhu, Yan Xu, et al. Risk-based Two-stage Optimal Scheduling of Energy Storage System with Second-life Battery Units[J]. CSEE Journal of Power and Energy Systems, 2023, 9(2): 529-538.
Yongxi Zhang, Jiahua Zhu, Yan Xu, 等. Risk-based Two-stage Optimal Scheduling of Energy Storage System with Second-life Battery Units[J]. 中国电机工程学会电力与能源系统学报(英文), 2023,9(2):529-538.DOI: 10.17775/CSEEJPES.2021.06860.
Yongxi Zhang, Jiahua Zhu, Yan Xu, et al. Risk-based Two-stage Optimal Scheduling of Energy Storage System with Second-life Battery Units[J]. CSEE Journal of Power and Energy Systems, 2023, 9(2): 529-538.DOI: 10.17775/CSEEJPES.2021.06860.
Risk-based Two-stage Optimal Scheduling of Energy Storage System with Second-life Battery Units
With the growing adoption of Electrical Vehicles (EVs)
it is expected that a large number of on-board Li-ion batteries will be retired from EVs in the near future. Retired batteries will typically retain 80% of their initial capacities and can be recycled as second life batteries (SLBs). Although the capital costs of SLBs are much cheaper
their operational reliability is an important concern since used batteries may suffer from a higher failure rate. This paper aggregates brand new batteries and SLBs together to improve power system's operating performance with renewable energy resources. In the context of a day-ahead and intra-day dispatch framework
a two-stage coordinated optimal scheduling method is proposed. Specifically
the energy cost of brand-new batteries and SLBs is calculated based on detailed battery degradation model
and the reliability of batteries is modeled based on the Weibull distribution. Moreover
Conditional value at risk (CVaR) criterion is applied to evaluate the risk induced by intermittent renewable power output
load demand variation and SLBs failure probability. Simulation tests demonstrate the effectiveness of the proposed method.
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references
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