DocumentCode
1758418
Title
Uncertainty handling in power system expansion planning under a robust multi-objective framework
Author
Alizadeh, Behrooz ; Jadid, S.
Author_Institution
Electr. Eng. Dept., Iran Univ. of Sci. & Technol., Tehran, Iran
Volume
8
Issue
12
fYear
2014
fDate
12 2014
Firstpage
2012
Lastpage
2026
Abstract
In this study, a substantial idea has been reviewed which is useful in the investigation of the planning uncertainties. The concept relies on the optimality of an expansion plan in different conditions rather than the condition it has been optimised for. The method is developed in a manner that can be used in all sub-systems (i.e. generation, transmission and distribution) expansion planning. However, in this study the idea has been assessed for generation expansion planning (GEP). Cost and reliability have been considered as two major objectives of the planning and robustness has been added as a supplementary objective. The method can deal with uncertainty in both coefficients of the objective functions and the constraints. Two GEP models, one static and the other dynamic, have been proposed to examine the performance of the method in the uncertainty handling. In addition, the efficiency of the Taguchi´s orthogonal array testing method has been compared with Monte Carlo simulation in the scenario generation. Two case studies have been provided to simplify the justification on the efficiency of the method.
Keywords
Taguchi methods; power generation planning; power generation reliability; uncertainty handling; GEP models; Monte Carlo simulation; Taguchi orthogonal array testing method; generation expansion planning; objective functions; power system expansion planning; reliability; robust multiobjective framework; sub-system expansion planning; uncertainty handling;
fLanguage
English
Journal_Title
Generation, Transmission & Distribution, IET
Publisher
iet
ISSN
1751-8687
Type
jour
DOI
10.1049/iet-gtd.2013.0674
Filename
6985784
Link To Document