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A Novel Hybrid Fuzzy-JAYA Optimization Algorithm for Efficient ORPD Solution
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DOI：10.1109/ACCESS.2019.2955683.png)
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摘要
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This paper is concerned with the application of hybrid fuzzy-JAYA optimization algorithm to find the solution of non-linear optimal reactive power dispatch (ORPD) problem in power systems. The proposed hybrid optimization algorithm combines the merits of fuzzy principle and the Jaya optimizer. Fuzzification of the ORPD variables is employed by pseudo goal strategy. Two technical objectives are minimized individually and simultaneously to enhance the overall power systems performance. These objectives are transmission active power losses and voltage deviation at load buses. The ORPD objectives are optimized considering both inequality and equality constraints that reflect the operation needs. The hybrid fuzzy-JAYA is established as efficient optimization method that is achieving the global optimal solution. The effectiveness of the proposed hybrid algorithm for solving the ORPD problem is proven by using three standard IEEE test networks. An assessment of the proposed hybrid algorithm is carried out compared with other optimization algorithms those reported in the literature. The simulation results assure that the fuzzy Jaya hybrid algorithm leads to significant power system performance enhancement for different scale power systems.
Keyword:
Fuzzy logic
jaya optimization algorithm
hybrid strategy
ORPD
pseudo goal strategy
minimization of transmission power losses
enhancement of load buses voltage profile
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IF:
3.6
论文数:
9.8W
被引数:
29.4W
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