DocumentCode
255573
Title
Impact of modified differential evolution strategy on reactive power dispatch problem
Author
Biswas, S. ; Mandal, K.K. ; Chakraborty, N.
Author_Institution
Dept. of Power Eng., Jadavpur Univ., Kolkata, India
fYear
2014
fDate
11-13 Dec. 2014
Firstpage
1
Lastpage
5
Abstract
Reactive power dispatch (RPD) is a non-linear, mixed integer optimization problem which optimizes grid congestion by minimizing the real power losses and voltage deviation for a fixed economic power dispatch. This paper proposes an efficient and reliable soft-computing technique based on differential evolution (DE) method to solve the RPD problem. Classical DE sometimes suffers from the problem of slow convergence. In this paper a new modified DE is employed to settle the RPD control variables. RPD optimizes power system losses by controlling the reactive power control variables such as generator voltages, transformer tap-settings and other sources of reactive power like capacitor banks and provides better system voltage control. Thus, it improves voltage profile, system security, power transfer capability and overall system operation. As a test case standard IEEE 118-bus system is considered. Simulation results based on the proposed approach are compared with other reported evolutionary techniques in the literature. The results prove the potential of the proposed approach and show its effectiveness and robustness to solve the RPD problem.
Keywords
evolutionary computation; integer programming; load dispatching; nonlinear programming; power grids; power system control; power system economics; power system security; reactive power control; voltage control; DE method; IEEE 118-bus system; RPD control variables; capacitor banks; fixed economic power dispatch; generator voltages; grid congestion optimization; modified differential evolution strategy; nonlinear mixed integer optimization problem; power system losses; power transfer capability; reactive power control variables; reactive power dispatch problem; real power losses; reliable soft-computing technique; system security; system voltage control; transformer tap-settings; voltage deviation; voltage profile; Load flow; Power system stability; Reactive power; Sociology; Standards; Vectors; Voltage control; Reactive power dispatch; differential evolution; real power loss; voltage profile;
fLanguage
English
Publisher
ieee
Conference_Titel
India Conference (INDICON), 2014 Annual IEEE
Conference_Location
Pune
Print_ISBN
978-1-4799-5362-2
Type
conf
DOI
10.1109/INDICON.2014.7030534
Filename
7030534
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