Enhancing optimization accuracy in power systems: Investigating correlation effects on objective function values

• 主要な著者: ALAhmad A.K., Verayiah R., Ramasamy A., Shareef H.
• その他の著者: 58124002200
• フォーマット: 論文
• 出版事項: Elsevier B.V. 2025
• 主題: Decision making; Electric network analysis; Intelligent systems; Monte Carlo methods; Solar power generation; Stochastic models; Stochastic systems; Uncertainty analysis; Hybrid optimization; Hybrid optimization technique; Independent and correlated stochastic variable; Monte carlo simulation; Monte Carlo's simulation; Operations Modeling; Optimization operation; Optimization techniques; Power system optimization operation model; Power systems optimizations; Stochastic variable; Uncertainty models; Optimization

This study addresses the critical yet often overlooked aspect of incorporating correlations among input stochastic variables in power system planning and scheduling optimization. While existing literature has extensively focused on uncertainty modelling, there remains a gap in fully assessing the co...