Global sensitivity analysis for a real-time electricity market forecast by a machine learning approach: A case study of Mexico

E. Cruz May,A. Bassam,Luis J. Ricalde,M.A. Escalante Soberanis,O. Oubram,O. May Tzuc,Alma Y. Alanis,A. Livas-García

International Journal of Electrical Power & Energy Systems（2022）

引用 16|浏览3

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摘要

•Hybridization of machine learning and sensitivity analysis in energy market context.•Exogeneous input parameters have a clear impact on electrical energy prices.•Global sensitivity analysis identifies the influence of input parameters in the model.•Decision-making strategies can be obtained for market participants.

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关键词

Energy Planning,Electricity market,Locational marginal price,Sensitivity analysis,Machine Learning

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