2017 IEEE Power &Amp; Energy Society General Meeting 2017
DOI: 10.1109/pesgm.2017.8273930
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Optimal operation of energy storage systems considering forecasts and battery degradation

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Cited by 30 publications
(44 citation statements)
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“…In the below section, we provide an efficient solver algorithm with the exact analytical form of subgradients. Compared with previous literatures [14], [31] using numerical solvers, the proposed algorithm with analytical subgradients form can be much faster. With proper step size, the subgradient algorithm is guaranteed to converge to the optimal solution with a userdefined precision level [50].…”
Section: B Subgradient Algorithmmentioning
confidence: 97%
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“…In the below section, we provide an efficient solver algorithm with the exact analytical form of subgradients. Compared with previous literatures [14], [31] using numerical solvers, the proposed algorithm with analytical subgradients form can be much faster. With proper step size, the subgradient algorithm is guaranteed to converge to the optimal solution with a userdefined precision level [50].…”
Section: B Subgradient Algorithmmentioning
confidence: 97%
“…A natural question is how one should count the number of cycles in a general profile, since all of them would be of heterogenous depth. Here we use the "rainflow" algorithm [27], which is the most widely adopted algorithm for cycle identification in material fatigue analysis [28] as well as for battery degradation [9], [14], [29]- [31]. We show that this electrochemical accurate degradation model is actually convex, which is a key step in deriving the online control algorithm and is of independent interest to many other battery applications.…”
Section: Number Of Cyclesmentioning
confidence: 99%
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“…Nevertheless, several efforts have been made to optimize battery operation by simplifying the rainflow algorithm. Abdulla et al [31] and Tran et al [32] simplify the cycle depth as the BES energy output within each control time interval. Koller et al [33] define a cycle as the period between battery charging and discharging transitions.…”
Section: The Rainflow Counting Algorithmmentioning
confidence: 99%