A Comprehensive Review of Artificial Intelligence Algorithms Applications for Distributed Generation Sizing and Location Optimization to Enhance Efficiency and Reliability Indices in Radial Distribution Systems

Nawaf Ali H. AlZahrani; Mohammad Hamza Awedh; Ali M. Rushdi

Authors: Nawaf Ali H. AlZahrani(1), Mohammad Hamza Awedh (2), Ali M. Rushdi (3)
Department of Electrical and Computer Engineering, King Abdulaziz University, Jeddah, 21589, Saudi Arabia (1,2,3)
Email: Nalzahrani0588@stu.kau.edu.sa
doi.org/10.52132/Ajrsp.e.2023.56.2

Abstract:

The research aimed to understand radial distribution systems by defining them and exploring their strategies, and to explore methods for applying artificial intelligence algorithms in radial distribution systems, It also aimed to clarify types of indicators in radial distribution systems, highlighting the importance of providing a scientific and applied framework for integrating artificial intelligence in the field of energy distribution. The significance of the research lies in presenting a comprehensive and up-to-date approach based on the applications of artificial intelligence algorithms to improve the design and organization of distributed production systems in radial distribution systems. By employing a descriptive and analytical approach, the researcher was able to reach several conclusions, with the most prominent being that the application of artificial intelligence algorithms in radial distribution systems contributes to improving energy efficiency by directing it more accurately and effectively, the ability of artificial intelligence to provide precise data-dependent analyses enhances decision-making processes in radial distribution systems, The integration of artificial intelligence techniques contributes to improving overall efficiency in radial distribution systems, reducing energy losses, and enhancing energy distribution effectively. The research recommends enhancing integration between artificial intelligence techniques and radial distribution systems to ensure effective and smooth interaction, thereby increasing efficiency, Priority should be given to the safety and protection of data, and effective cybersecurity measures should be implemented to address the growing challenges in this context.

Keywords:

Radial distribution systems, Production site, Technology, Artificial intelligence algorithms, Indicators, Efficiency, Reliability.

Download PDF

AJRSP

International peer-reviewed journal

ISSN : 2706-6495
Email: editor@ajrsp.com

Coming Issue: (62)
Submission Deadline:
26 May 2024
Date of Issue:
5 June 2024

Peer-Review statement

AJRSP follows academic conditions and rules for the arbitration and dissemination of scientific research. All published articles have undergone a rigorous peer-review process based on initial screening and final decision.