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
Link To Document :
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