Title :
Security constrained unit commitment and economic dispatch through benders decomposition: A comparative study
Author :
Cvijic, Sanja ; Xiong, Jinjun
Abstract :
Security Constrained Unit Commitment (SCUC) is a complex optimization algorithm used for day-ahead planning in restructured electricity markets. There are many existing approaches for implementing SCUC, but this paper will focus on the ones based on General Benders Decomposition (GBD). GBD decomposes the SCUC problem into a master problem, feasibility checks and subproblems. This paper will give a comparison study of different ways how the SCUC problem can be decomposed using variations of the existing GBD framework. Our goal is to show all these possible mappings and determine properties of the algorithms in terms of solution quality and runtime scalability. IEEE test cases will be used to present behavior of the algorithms when applied to networks of different size.
Keywords :
power generation dispatch; power generation economics; power generation reliability; power markets; GBD; IEEE test; SCUC; benders decomposition; comparative study; complex optimization algorithm; day-ahead planning; economic dispatch; electricity markets; general bender decomposition; runtime scalability; security constrained unit commitment; Complexity theory; Couplings; Equations; Generators; Optimization; Spinning; Steady-state; SCED; SCUC; benders cuts; benders decomposition; power system operation; security constrained unit commitment;
Conference_Titel :
Power and Energy Society General Meeting, 2011 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4577-1000-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2011.6039643