Abstract
In this work, a mathematical model called optimization by swarm of particles (PSO), was implemented to optimally solve the location and sizing of capacitor banks in a micro-grid of electrical distribution. The proposed method is based on particle swarm optimization (PSO) and the solution will be obtained with dynamic programming, implementing an algorithm that will be developed entirely in MATLAB. The algorithm calculates the optimal solution satisfying the necessary requirements to guarantee the operation of the electrical system. As a case study, a model of a micro-grid which is typically of 5 bars will be used. However, the algorithm was implemented in a general way and it can respond correctly to multi-bar systems. As a final analysis we made a comparison of the system data without compensating and the compensated system data, highlighting an improvement in the voltage profiles, minimization of the losses in the lines, minimization of the total losses of the system, improvement of the power factor, decrement in the maximum voltage deviation and average voltage deviation, complying with a minimum possible cost restriction criterion.
| Original language | English |
|---|---|
| Article number | 9082717 |
| Pages (from-to) | 465-472 |
| Number of pages | 8 |
| Journal | Ieee Latin America Transactions |
| Volume | 18 |
| Issue number | 3 |
| DOIs | |
| State | Published - 1 Mar 2020 |
Bibliographical note
Publisher Copyright:© 2003-2012 IEEE.
Keywords
- Capacitor bank
- micro-grid
- particle swarm optimization
- reactive power
- voltage profiles
CACES Knowledge Areas
- 317A Electricity and Energy
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Dive into the research topics of 'Optimum location and sizing of capacitor banks using VOLT VAR compensation in micro-grids'. Together they form a unique fingerprint.Projects
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Optimal Simultaneous Compensation of Active and Reactive Powers in Electric Microgrids Using Heuristic Techniques
Garcia Torres, E. M. (Col), Aguila Tellez, A. (PI), Ortiz Matos, L. (Col), Pavon Vallejos, W. D. (Col), Varela Chamorro, S. F. (Col), Guañuna Guasgua, L. D. (Student), Vargas Bedon, J. C. (Student), Rodriguez Cardenas, A. O. (Student), Rosero Rosero, E. A. (Student), Marcial Medina, R. S. (Student) & Alarcon Llumigusin, E. G. (Student)
3/04/20 → 3/04/21
Project: Research and Development
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