Facebook pixel tracking

The Science and Information (SAI) Organization publishes open-access peer-reviewed journals in computer science and artificial intelligence.

Contact Info
Website thesai.org
Follow Us
Contact Info
Follow Us
Research Article | Open Access |

Selection of Sensitive Buses using the Firefly Algorithm for Optimal Multiple Types of Distributed Generations Allocation

Author 1: Yuli Asmi Rahman Author 2: Salama Manjang Author 3: Yusran Author 4: Amil Ahmad Ilham
International Journal of Advanced Computer Science and Applications (IJACSA) · Vol. 10, No. 10 · Published 2019 · Cited by 6

DOI: https://doi.org/10.14569/IJACSA.2019.0101045

Abstract

Power loss is one aspect of an electric power system performance indicator. Loss of power can have an impact on poor voltage performance at the receiving end. DG integration in the network has become one of the more powerful methods. To get the maximum benefit from synchronizing the system with DG, it is necessary to ascertain the size, location, and type of DG. This study aims to determine the capacity and location of DG connections for DG type I and type II. To address the aim of this paper, a metaheuristic solution based on a firefly algorithm is used. FA can cover up the lack of metaheuristic algorithms that require a long computational time. To ensure that the load bus location solution is selected as the best DG connection location, the input of the load bus candidate has been filtered based on stability sensitivity. The proposed method is tested on IEEE 30 buses. The optimization results show a decrease in power loss and an increase in bus voltage, which affects an increase in system stability by integrating three DG units. FA validation of the evolution-based algorithm shows a significant reduction in computational time.

Keywords

How to Cite this Article

Rahman, Y. A., Manjang, S., Yusran, & Ilham, A. A. (2019). Selection of Sensitive Buses using the Firefly Algorithm for Optimal Multiple Types of Distributed Generations Allocation. International Journal of Advanced Computer Science and Applications, 10(10). https://doi.org/10.14569/IJACSA.2019.0101045

Rahman, Yuli Asmi, et al.. "Selection of Sensitive Buses using the Firefly Algorithm for Optimal Multiple Types of Distributed Generations Allocation." International Journal of Advanced Computer Science and Applications, vol. 10, no. 10, 2019, https://doi.org/10.14569/IJACSA.2019.0101045.

@article{Rahman2019,
  title     = {Selection of Sensitive Buses using the Firefly Algorithm for Optimal Multiple Types of Distributed Generations Allocation},
  journal   = {International Journal of Advanced Computer Science and Applications},
  volume    = {10},
  number    = {10},
  year      = {2019},
  publisher = {The Science and Information Organization},
  author    = {Yuli Asmi Rahman and Salama Manjang and Yusran and Amil Ahmad Ilham},
  doi       = {10.14569/IJACSA.2019.0101045},
  url       = {https://doi.org/10.14569/IJACSA.2019.0101045}
}

Open Access — licensed under a Creative Commons Attribution 4.0 International License. Unrestricted use, distribution, and reproduction in any medium, even commercially, as long as the original work is properly cited.