Contingency-Constrained Unit Commitment With $n - K$ Security Criterion: A Robust Optimization Approach
Citations
885 citations
Cites background from "Contingency-Constrained Unit Commit..."
...problems [13], portfolio management problems [14], and contingency-constrained unit commitment problems [15], among others....
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700 citations
Cites background from "Contingency-Constrained Unit Commit..."
...Without acknowledging differences on electricity prices, they do not have incentives to adjust their electricity consumption patterns....
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519 citations
Cites background or methods from "Contingency-Constrained Unit Commit..."
...contingency models [32]–[34], knapsack constraints are used to define ....
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...contingency models [32]–[34] and in models with discrete worst-case wind output scenarios [28], [35], [89]....
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...define the scope of uncertainty [32]–[34]....
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...In the power system literature, RUCmodels have been used to address uncertainties mainly from nodal net electricity injection [29], wind power availability [28], [35], power systems component contingencies [32]–[34], and demand-side management [87]....
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...contingency models [32], [33]; the total allowed number of wind output cases can be varied [35]; the linear coefficients of the polyhedral sets also can be varied, such as in [28] and [29]....
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457 citations
Cites result from "Contingency-Constrained Unit Commit..."
...As compared to the recent works on robust optimization to solve power system optimization problems [13], [24]–[26], the contributions of this paper can be summarized as follows: 1) Both wind power output and demand response uncertainties are considered in the unit commitment problem....
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414 citations
Cites background from "Contingency-Constrained Unit Commit..."
...convention in power system research to use an attack set to model system contingency [24], [25], terrorists attacks, and natural disasters [4], [7], [23]....
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References
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"Contingency-Constrained Unit Commit..." refers background or methods in this paper
...Problem (25)–(39) can be viewed as a particular instance of robust optimization [23], [24] in which the parameters allowed to vary are parameters representing the availability of generation units in each period under each contingency state....
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...Using recent findings from robust optimization [23], [24], the CCUC bilevel program is subsequently transformed into an equivalent single-level mixed-integer programming (MIP) problem....
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...Based on the robust optimization approach presented in [23], an efficient single-level equivalent formulation is provided for the bilevel problem (42)–(59)....
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...Recent theoretical advances by Bertsimas and Sim [23] allow an easy control of the degree of conservatism with moderate computational effort by controlling the number of coefficients that may change in each constraint of the problem....
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...The interested reader is referred to [23] for a de-...
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3,249 citations
2,501 citations
"Contingency-Constrained Unit Commit..." refers methods in this paper
...In the late 1990s and early 2000s, robust optimization was further developed by Ben-Tal and Nemirovski’s works [21], [22]....
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