eprintid: 17303
rev_number: 2
eprint_status: archive
userid: 1
dir: disk0/00/01/73/03
datestamp: 2023-12-19 03:23:43
lastmod: 2023-12-19 03:23:43
status_changed: 2023-12-19 03:07:49
type: conference_item
metadata_visibility: show
creators_name: Alqushaibi, A.
creators_name: Hasan, M.H.
creators_name: Abdulkadir, S.J.
creators_name: Muneer, A.
creators_name: Al-Tashi, Q.
creators_name: Gamal, M.
title: Towards Power Grid Stability Index and Line Losses for Optimal Placement using Moth-Flame Optimization
ispublished: pub
keywords: Distribution functions; Electric load flow; Electric power system stability, Distribution; Distribution systems; Generation; MFO; Net work; Optimisations; Optimization algorithms; Power; Power grid stability; Stability indices, Electric power distribution
note: cited By 0; Conference of 2022 International Conference on Digital Transformation and Intelligence, ICDI 2022 ; Conference Date: 1 December 2022 Through 2 December 2022; Conference Code:185994
abstract: Forecasting distribution system loads is frequently fraught with uncertainties. Such uncertain-ties impose some undesirable consequences and fluctu-ations on the power working of the system leading to a decrease in the accuracy of the results obtained through system analysis. As a result, probabilistic analysis of the distribution system is extremely important. Hence, this paper presents a new probabilistic load flow approach in the presence of a 24-hour load shifting regime in all periods by applying a normal probability distribution in seven degrees of separation for the loads and employing this distribution function using Forward-backward algorithms based on Moth-Flame Optimization (MOF) aiming to identify the optimal placement and sizing of the Distributed Generation (DG). Our new proposed approach is tested on IEEE IO-bus and 33-bus radial distribution networks. The findings are compared with the conventional approach (i.e., based on deterministic techniques), and it is more efficient with minimum power cost for the user. © 2022 IEEE.
date: 2022
publisher: Institute of Electrical and Electronics Engineers Inc.
official_url: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85146970656&doi=10.1109%2fICDI57181.2022.10007194&partnerID=40&md5=54e1f13c959ad668546d1d73033ec84c
id_number: 10.1109/ICDI57181.2022.10007194
full_text_status: none
publication: 2022 International Conference on Digital Transformation and Intelligence, ICDI 2022 - Proceedings
pagerange: 74-80
refereed: TRUE
isbn: 9798350397000
citation:   Alqushaibi, A. and Hasan, M.H. and Abdulkadir, S.J. and Muneer, A. and Al-Tashi, Q. and Gamal, M.  (2022) Towards Power Grid Stability Index and Line Losses for Optimal Placement using Moth-Flame Optimization.  In: UNSPECIFIED.