A Multi-Layer Data-Driven Security Constrained Unit Commitment Approach with Feasibility Compliance

A Multi-Layer Data-Driven Security Constrained Unit Commitment Approach with Feasibility Compliance

Security constrained unit commitment is an essential part of the day-ahead energy markets. The presence of discrete and continuous variables makes it a complex, mixed-integer, and time-hungry optimization problem. Grid operators solve unit commitment problems multiple times daily with only minor cha...

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Bibliographic Details
Main Authors: Ali Feliachi, Talha Iqbal, Muhammad Choudhry, Hasan Ul Banna
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Energies
Subjects:
artificial intelligence
security constrained unit commitment
predictive modeling
mixed-integer optimization
machine learning
data-driven scheduling
Online Access:https://www.mdpi.com/1996-1073/15/20/7754

Internet

https://www.mdpi.com/1996-1073/15/20/7754

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