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Reactive power planning under conditional‐value‐at‐risk assessment using chance‐constrained optimisation.

Authors :
López, Julio
Contreras, Javier
Mantovani, Jose R.S.
Source :
IET Generation, Transmission & Distribution (Wiley-Blackwell). Feb2015, Vol. 9 Issue 3, p231-240. 10p.
Publication Year :
2015

Abstract

This study presents a risk‐assessment approach to the reactive power planning problem. Chance‐constrained programming is used to model the random equivalent availability of existing reactive power sources for a given confidence level. Load shedding because of random equivalent availability of those reactive power sources is implemented through conditional‐value‐at‐risk. Tap settings of under‐load tap‐changing transformers are considered as integer variables. Active and reactive demands are considered as probability distribution functions. The proposed mathematical formulation is a two‐stage stochastic, multi‐period mixed‐integer convex model. The tradeoff between risk mitigation and investment cost minimisation is analysed. The proposed methodology is applied to the CIGRE‐32 electric power system, using the optimisation solver CPLEX in AMPL. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
17518687
Volume :
9
Issue :
3
Database :
Academic Search Index
Journal :
IET Generation, Transmission & Distribution (Wiley-Blackwell)
Publication Type :
Academic Journal
Accession number :
148082131
Full Text :
https://doi.org/10.1049/iet-gtd.2014.0224