Research Article

Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed

Volume: 7 Number: 2 August 31, 2022
EN

Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed

Abstract

The real-life optimization problems are too complex to be solved by developing a mathematical formula. Heuristic methods are the methods defined to decide the best of a variety of solution actions to solve a problem. Furthermore, it is preferred that heuristic methods are short in solution time and can be applied to different problems. Heuristic methods were developed while trying to find the best solution. The created algorithm, which was based on herd intelligence, was used to solve optimization problems based on the behaviors of bees moving in nature in the process of finding nutrients. By the studies, transformer failures allow us to know without any measurements and tests. The software was developed in C++ programming language by using the created artificial algorithms. The transformer analyses programs have been created by using Microsoft SQL Server 2017 database.

Keywords

References

  1. [1] Dahidah M. S. A, Rao M. V. C., "A hybrid genetic algorithm for selective harmonic elimination PWM AC/AC converter control", Electric Engineering, 89 (4) (2007) : 285-291.
  2. [2] Pham D. T., Ghanbarzadeh A., Koc E., Otri S., Rahim S., and Zaidi M., "The bees algorithm-technical note", Manufacturing Engineering Centre, Cardiff University, UK, (2005).
  3. [3] Pham D. T., Ghanbarzadeh A., Koc E., Otri S., Rahim S., "The bees algorithm - A novel tool for complex optimisation problems", Proc. IPROMS 2006 Conference, (2006) : 454-461.
  4. [4] Zile M., "Temperature analysis in power transformer windings using created artificial bee algorithm and computer program", IEEE Access, 7 (2019) : 60513-60521.
  5. [5] Zile M., "Design of power transformer core using created ant/firefly hybrid optimization algorithm", International Journal on Technical and Physical Problems of Engineering (IJTPE), 11 (2) (2019) : 33-38.
  6. [6] Zile M., "Routine test analysis in power transformers by using created firefly algorithm and computer program", IEEE Access, 7 (2019) : 132033-132040.
  7. [7] Rajabioun R., "Cuckoo optimization algorithm", Applied Soft Computing, 11 (8) (2011) : 5508- 5518.
  8. [8] Mahmoudi, S., Lotfi, S., "Modified cuckoo optimization algorithm (MCOA) to solve graph coloring problem", Applied Soft Computing, 33 (1) (2015) : 48-64.

Details

Primary Language

English

Subjects

Engineering

Journal Section

Research Article

Publication Date

August 31, 2022

Submission Date

May 18, 2022

Acceptance Date

June 6, 2022

Published in Issue

Year 2022 Volume: 7 Number: 2

APA
Zile, M. (2022). Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed. Journal of Engineering Technology and Applied Sciences, 7(2), 79-95. https://doi.org/10.30931/jetas.1118283
AMA
1.Zile M. Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed. JETAS. 2022;7(2):79-95. doi:10.30931/jetas.1118283
Chicago
Zile, Mehmet. 2022. “Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed”. Journal of Engineering Technology and Applied Sciences 7 (2): 79-95. https://doi.org/10.30931/jetas.1118283.
EndNote
Zile M (August 1, 2022) Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed. Journal of Engineering Technology and Applied Sciences 7 2 79–95.
IEEE
[1]M. Zile, “Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed”, JETAS, vol. 7, no. 2, pp. 79–95, Aug. 2022, doi: 10.30931/jetas.1118283.
ISNAD
Zile, Mehmet. “Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed”. Journal of Engineering Technology and Applied Sciences 7/2 (August 1, 2022): 79-95. https://doi.org/10.30931/jetas.1118283.
JAMA
1.Zile M. Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed. JETAS. 2022;7:79–95.
MLA
Zile, Mehmet. “Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed”. Journal of Engineering Technology and Applied Sciences, vol. 7, no. 2, Aug. 2022, pp. 79-95, doi:10.30931/jetas.1118283.
Vancouver
1.Mehmet Zile. Definition of Faults and Efficiency in Power Transformers Using the Algorithm and Computer Program Created by the Heuristic Optimization Methods Developed. JETAS. 2022 Aug. 1;7(2):79-95. doi:10.30931/jetas.1118283