2019 · 10 citations · 14 references
EngineeringDecision SciencesSystems EngineeringOptimizationStochastic ModelingStochastic ProcessesOptimization Under UncertaintyPower Grid AnalysisPower System ReliabilityPower SystemsStochastic OptimizationStochastic ProgrammingCost EfficiencyElectrical Power SystemsOptimal DispatchOptimal Power DispatchOutage ProbabilityOutage Probability AnalysisPower System OptimizationSecurity-constrained Power System Analysis
Increasing penetration of renewables and focus on cost efficiency means that power systems are operated closer to security limits. It has been suggested that the traditional N-l approach to security is unsatisfactory as it does not consider the likelihood and severity of contingencies. In this paper we investigate a stochastic version of security-constrained optimal power flow (S-SCOPF), which considers outage probabilities when deciding the optimal dispatch. Both a priori dispatch costs and realized real time costs are considered to evaluate the usefulness of the S-SCOPF a s opposed to the deterministic SCOPF (D-SCOPF). For low outage probabilities the S-SCOPF gives lower total costs, achieved by reducing the security for contingency situations. For high outage probabilities the two methods give the same dispatch. The robustness of the S-SCOPF to errors in the outage probability is also investigated. Underestimating the true outage probability results in the S-SCOPF giving higher total costs.
14
YALMIP : a toolbox for modeling and optimization in MATLAB
Johan Löfberg · 2005 · 9.2K citations
C. Grigg, P. Wong, P. F. Albrecht et al. · IEEE Transactions on Power Systems · 1999 · 3.1K citations
Engineering, Electrical Engineering, Systems Engineering +15