Distributed Security-Constrained Unit Commitment for Large-Scale Power Systems

Independent system operators (ISOs) of electricity markets solve the security-constrained unit commitment (SCUC) problem to plan a secure and economic generation schedule. However, as the size of power systems increases, the current centralized SCUC algorithm could face critical challenges ranging f...

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Bibliographic Details
Published in:IEEE transactions on power systems Vol. 30; no. 4; pp. 1925 - 1936
Main Authors: Kargarian, Amin, Fu, Yong, Li, Zuyi
Format: Journal Article
Language:English
Published: IEEE 01.07.2015
Subjects:
Distributed solution algorithm
electricity market
Indexes
Joining processes
Linear programming
Optimization
Power systems
Scheduling
security-constrained unit commitment
Vectors
ISSN:0885-8950, 1558-0679
Online Access:Get full text
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Summary:Independent system operators (ISOs) of electricity markets solve the security-constrained unit commitment (SCUC) problem to plan a secure and economic generation schedule. However, as the size of power systems increases, the current centralized SCUC algorithm could face critical challenges ranging from modeling accuracy to calculation complexity. This paper presents a distributed SCUC (D-SCUC) algorithm to accelerate the generation scheduling of large-scale power systems. In this algorithm, a power system is decomposed into several scalable zones which are interconnected through tie lines. Each zone solves its own SCUC problem and a parallel calculation method is proposed to coordinate individual D-SCUC problems. Several power systems are studied to show the effectiveness of the proposed algorithm.
ISSN:0885-8950
1558-0679
DOI:10.1109/TPWRS.2014.2360063