DocumentCode :
929700
Title :
Review of Reactive Power Planning: Objectives, Constraints, and Algorithms
Author :
Zhang, Wenjuan ; Li, Fangxing ; Tolbert, Leon M.
Author_Institution :
ISO, Folsom
Volume :
22
Issue :
4
fYear :
2007
Firstpage :
2177
Lastpage :
2186
Abstract :
The key of reactive power planning (RPP), or Var planning, is the optimal allocation of reactive power sources considering location and size. Traditionally, the locations for placing new Var sources were either simply estimated or directly assumed. Recent research works have presented some rigorous optimization-based methods in RPP. This paper will first review various objectives of RPP. The objectives may consider many cost functions such as variable Var cost, fixed Var cost, real power losses, and fuel cost. Also considered may be the deviation of a given voltage schedule, voltage stability margin, or even a combination of different objectives as a multi-objective model. Secondly, different constraints in RPP are discussed. These different constraints are the key of various optimization models, identified as optimal power flow (OPF) model, security-constrained OPF (SCOPF) model, and SCOPF with voltage-stability consideration. Thirdly, the optimization-based models will be categorized as conventional algorithms, intelligent searches, and fuzzy set applications. The conventional algorithms include linear programming, nonlinear programming, mixed-integer nonlinear programming, etc. The intelligent searches include simulated annealing, evolutionary algorithms, and tabu search. The fuzzy set applications in RPP address the uncertainties in objectives and constraints. Finally, this paper will conclude the discussion with a summary matrix for different objectives, models, and algorithms.
Keywords :
evolutionary computation; fuzzy set theory; linear programming; load flow; power system planning; power system stability; reactive power; RPP; SCOPF; Var planning; evolutionary algorithms; fuzzy set applications; intelligent searches; linear programming; optimal allocation; reactive power planning; security-constrained OPF; summary matrix; voltage schedule; voltage stability margin; Constraint optimization; Cost function; Fuels; Fuzzy sets; Linear programming; Load flow; Optimization methods; Reactive power; Stability; Voltage; Evolutionary algorithms (EAs); OPF; fuzzy sets; linear programming (LP); mixed integer nonlinear programming (MINLP); multi-objective optimization; nonlinear programming (NLP); reactive power optimal allocation; reactive power planning; security constrained OPF with voltage-stability consideration (SCOPF-VS); security-constrained OPF (SCOPF); simulated annealing (SA); tabu search (TS); voltage stability margin;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2007.907452
Filename :
4349142
Link To Document :
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