Academic Journal
Continuous domain ant colony optimization for distributed generation placement and losses minimization
| العنوان: | Continuous domain ant colony optimization for distributed generation placement and losses minimization |
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| المؤلفون: | Abdul Hamid, Zulkiffli, Musirin, Ismail, Yasier Azman, Ammar, Murtadha Othman, Muhammad |
| المصدر: | IAES International Journal of Artificial Intelligence (IJ-AI); Vol 9, No 2: June 2020; 261-268 ; 2252-8938 ; 2089-4872 ; 10.11591/ijai.v9.i2 |
| بيانات النشر: | Institute of Advanced Engineering and Science |
| سنة النشر: | 2020 |
| مصطلحات موضوعية: | Ant-colony optimization, Power loss minimization, Distributed generation, Distribution systems, Voltage stability |
| الوصف: | This paper proposes a method for distributed generation (DG) placement in distribution system for losses minimization and voltage profile improvement. An IEEE 33-bus radial distribution system is used as the test system for the placement of DG. To facilitate the sizing of DG capacity, a meta-heuristic algorithm known as Continuous Domain Ant Colony Optimization (ACOR) is implemented. The ACOR is a modified version of the traditional ACO which was developed specially for solving continuous domain optimization problem like sizing a set of variables. The objective of this paper is to determine the optimal size and location of DG for power loss minimization and voltage profile mitigation. Three case studies were conducted for the purpose of verification. It was observed that the proposed technique is able to give satisfactory results of real power loss and voltage profile at post-optimization condition. Experiment under various loadings of the test system further justifies the objective of the study. |
| نوع الوثيقة: | article in journal/newspaper |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | https://ijai.iaescore.com/index.php/IJAI/article/view/20474/12957; https://ijai.iaescore.com/index.php/IJAI/article/view/20474 |
| DOI: | 10.11591/ijai.v9.i2.pp261-268 |
| الاتاحة: | https://ijai.iaescore.com/index.php/IJAI/article/view/20474 https://doi.org/10.11591/ijai.v9.i2.pp261-268 |
| Rights: | Copyright (c) 2020 Institute of Advanced Engineering and Science ; http://creativecommons.org/licenses/by-sa/4.0 |
| رقم الانضمام: | edsbas.AAB10C63 |
| قاعدة البيانات: | BASE |
| DOI: | 10.11591/ijai.v9.i2.pp261-268 |
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