Scarcity events analysis in adequacy studies using CN2 rule mining

Fabian Heymann,Ricardo Bessa,Mario Liebensteiner,Konstantinos Parginos,Juan Carlos Martin Hinojar,Pablo Duenas

Energy and AI（2022）

引用 5|浏览7

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摘要

•Automatable scarcity event analysis for electricity market studies using CN2 rule mining.•The developed methodology allows to unveil potential drivers behind scarcity events.•For a test case, results show dependence of scarcity events on excess demand, scarce generation and interconnection congestions.

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关键词

Electricity markets,Data mining,Security of supply,Renewable energy,Interpretability

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