Abstract
Security-Constrained Unit Commitment (SCUC) is the foundation for the safe and stable operation of the power system. However, existing methods for solving SCUC problems are either computationally expensive or inaccurate. An Encoding Strategy SCUC (ES-SCUC) approach that consists of a classifier and a linear system solution is proposed in this paper. First, the classifier predicts the ES, including tight constraints and on/off values, and then the ES is substituted into the Linear system to get an approximate solution. Experimental results show that the ES-SCUC solves for case300 SCUC problems within milliseconds. Compared to the state-of-the-art solver, it achieves speedups of two orders of magnitude with high accuracy.
Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
