Title :
Bacteria Foraging-Based Solution to Optimize Both Real Power Loss and Voltage Stability Limit
Author :
Tripathy, M. ; Mishra, S.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Delhi
Abstract :
Optimal location and control of a unified power flow controller (UPFC) along with transformer taps are tuned with a view to simultaneously optimize the real power losses and voltage stability limit (VSL) of a mesh power network. This issue is formulated as a nonlinear equality and inequality constrained optimization problem with an objective function incorporating both the real power loss and VSL. A new evolutionary algorithm known as bacteria foraging is applied for solving the multiobjective multivariable problem, with the UPFC location, its series injected voltage, and the transformer tap positions as the variables. For a single objective of only real power loss, the same problem is also solved with interior point successive linearization program (IPSLP) technique using the LINPROG command of MATLAB. A comparison between the two suggests the superiority of the proposed algorithm. A cost effectiveness analysis of UPFC installation vis-agrave-vis loss reduction is carried out to establish the benefit of investment in a UPFC
Keywords :
evolutionary computation; linearization techniques; load flow control; losses; nonlinear programming; optimal control; stability; bacteria foraging; constrained optimization problem; evolutionary algorithm; interior point successive linearization program; loss reduction; mesh power network; multiobjective multivariable problem; optimal control; optimal location; real power loss; transformer taps; unified power flow controller; voltage stability limit; Constraint optimization; Cost benefit analysis; Evolutionary computation; Investments; Load flow; MATLAB; Microorganisms; Optimal control; Stability; Voltage control; Bacteria foraging; continuation power flow; linear programming; optimal power flow (OPF);
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2006.887968