Using Artificial Bee Colony algorithm to perform reactive power compensation for distribution power system
| Autor: | ZHANG, YU-CHENG, 張昱晟 |
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| Rok vydání: | 2019 |
| Druh dokumentu: | 學位論文 ; thesis |
| Popis: | 107 Capacitors are often used in power systems to increase the voltage at the end of the feeder, improve the power factor and reduce the loss of feeder lines. This thesis uses the Artificial Bee Colony algorithm to perform the best capacitor device at the lowest cost. The main axis of this thesis is integrated with the power flow analysis and simulation platform software package Digsilent the mathematical calculation software Matlab. In this thesis the Artificial Bee Colony algorithm is used to simulate the virtual work compensation of the power distribution system. The actual processes of linking and transferring information between the above two software packages are introduced. In order to reduce the complexity of the operation and avoid the divergence phenomenon, the paper first selects the optimal position of the capacitor device to be selected by voltage sensitivity analysis, and then uses the artificial bee colony algorithm to select the optimal capacity. Finally, the Artificial Bee Colony algorithm is applied to the IEEE 13Bus radial system for optimal virtual work compensation, and its accuracy is verified by comparison with the Particle Swarm Optimization algorithm. |
| Databáze: | Networked Digital Library of Theses & Dissertations |
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