DocumentCode
88009
Title
Two-Stage Robust Generation Expansion Planning: A Mixed Integer Linear Programming Model
Author
Dehghan, Siamak ; Amjady, Nima ; Kazemi, A.
Author_Institution
Dept. of Electr. Eng., Iran Univ. of Sci. & Technol., Tehran, Iran
Volume
29
Issue
2
fYear
2014
fDate
Mar-14
Firstpage
584
Lastpage
597
Abstract
This paper presents a new uncertainty handling framework for optimal generation expansion planning (GEP) amalgamating the notions of single-stage and two-stage robust optimization (RO). The proposed multiyear robust GEP methodology, as a tractable mixed integer linear programming optimization problem, copes with the inherent planning uncertainties associated with forecasted electricity load demand, as well as estimated investment and operation costs through distribution-free bounded intervals producing polyhedral uncertainty sets. The optimal generation expansion plan obtained from the proposed RO approach is immunized against worst-case planning uncertainties considering the adopted degree of conservatism for each uncertainty set. Therefore, the proposed methodology is capable of controlling the robustness of the optimal investment schedule regarding the enforced planning uncertainties. Simulation results demonstrate the efficacy and efficiency of the proposed RO framework throughout GEP studies.
Keywords
costing; integer programming; investment; linear programming; load forecasting; power generation economics; power generation planning; power generation scheduling; RO approach; degree of conservatism; distribution free bounded interval; electricity load demand forecasting; generation expansion planning; investment estimation; mixed integer linear programming model; multiyear robust GEP methodology; operation cost estimation; optimal investment scheduling; polyhedral uncertainty sets; robust optimization; worst case planning uncertainty handling; Electricity; Investment; Optimization; Planning; Robustness; Uncertainty; Vectors; Generation expansion planning (GEP); investment cost; load forecast; operation cost; robust optimization (RO); uncertainty set;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2013.2287457
Filename
6658893
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