دورية أكاديمية

A Novel Genetic Approach Applied for Power Loss Reduction and Improved Bus Voltage Profile in Distribution Network System.

التفاصيل البيبلوغرافية
العنوان: A Novel Genetic Approach Applied for Power Loss Reduction and Improved Bus Voltage Profile in Distribution Network System.
المؤلفون: Barradi, Youssef, Khaldi, Naoufel, Zazi, Khalida, Zazi, Malika
المصدر: International Journal of Intelligent Engineering & Systems; 2019, Vol. 12 Issue 6, p91-99, 9p
مصطلحات موضوعية: ELECTRIC potential, ELECTRICAL energy, GENETIC algorithms, VOLTAGE regulators, BUSES, BUS transportation, TEST interpretation
مستخلص: This paper presents a network reconfiguration which is a vital analysis process for optimizing and controlling distribution systems. The method is based on genetic algorithm by changing the status of the switches to improve the operational performance. The main objective is to minimize the system power losses and to keep bus voltage profile into limits with radial distribution to provide the consumers with quality electrical energy while minimizing the cost. For this optimization problem, an objective function is developed from an electrical branch to sort the fittest solution. Selection, Crossover and mutation are the necessary three operators in which some improvements are made for the effectiveness of the genetic approach. The method can be successfully applied for loss minimum problem. Numerical example simulated with MATLAB/GUI is demonstrated by 33-bus distribution network and tested using a default mode network. As results, premature convergence is avoided, it shows the validity of the proposed methodology while respecting all the constraints. [ABSTRACT FROM AUTHOR]
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قاعدة البيانات: Complementary Index
الوصف
تدمد:2185310X
DOI:10.22266/ijies2019.1231.09