Reliability Based Power Distribution Network Planning Using Fuzzy Logic

This paper presents a fuzzy system for reliability-based power distribution network planning. The proposed Mamdani type fuzzy inference system with subsequent application of the Bellman-Zadeh decision-making method is used to evaluate the reliability of the power line feeders as criteria for power s...

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Main Authors: Haris Ahmetovic, Mirza Saric, Jasna Hivziefendic
Format: Article
Language:English
Published: VSB-Technical University of Ostrava 2021-01-01
Series:Advances in Electrical and Electronic Engineering
Subjects:
Online Access:http://advances.utc.sk/index.php/AEEE/article/view/4011
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spelling doaj-29d115654cd942c8a3b7520290556df02021-10-11T08:03:08ZengVSB-Technical University of OstravaAdvances in Electrical and Electronic Engineering1336-13761804-31192021-01-0119212313310.15598/aeee.v19i2.40111115Reliability Based Power Distribution Network Planning Using Fuzzy LogicHaris Ahmetovic0Mirza Saric1Jasna Hivziefendic2Department of Electrical and Electronics Engineering, Faculty of Engineering and Natural sciences, International Burch University, Francuske revolucije bb, Sarajevo, Bosnia and HerzegovinaDepartment of Electrical and Electronics Engineering, Faculty of Engineering and Natural sciences, International Burch University, Francuske revolucije bb, Sarajevo, Bosnia and HerzegovinaDepartment of Electrical and Electronics Engineering, Faculty of Engineering and Natural sciences, International Burch University, Francuske revolucije bb, Sarajevo, Bosnia and HerzegovinaThis paper presents a fuzzy system for reliability-based power distribution network planning. The proposed Mamdani type fuzzy inference system with subsequent application of the Bellman-Zadeh decision-making method is used to evaluate the reliability of the power line feeders as criteria for power system planning. Unplanned outages of system components, the Energy Not Supplied (ENS) and age of the power lines are used as input variables of the system and are fuzzified using triangular fuzzy functions. The proposed model was tested on a model of a realistic distribution network in order to prove its relevance and applicability. Results demonstrated that this model could make a contribution in this field as it can be used in practical planning situations for project priority ranking.http://advances.utc.sk/index.php/AEEE/article/view/4011bellman-zadeh methodfuzzy logicmamdani fuzzy inference systempower distribution system planningreliability.
collection DOAJ
language English
format Article
sources DOAJ
author Haris Ahmetovic
Mirza Saric
Jasna Hivziefendic
spellingShingle Haris Ahmetovic
Mirza Saric
Jasna Hivziefendic
Reliability Based Power Distribution Network Planning Using Fuzzy Logic
Advances in Electrical and Electronic Engineering
bellman-zadeh method
fuzzy logic
mamdani fuzzy inference system
power distribution system planning
reliability.
author_facet Haris Ahmetovic
Mirza Saric
Jasna Hivziefendic
author_sort Haris Ahmetovic
title Reliability Based Power Distribution Network Planning Using Fuzzy Logic
title_short Reliability Based Power Distribution Network Planning Using Fuzzy Logic
title_full Reliability Based Power Distribution Network Planning Using Fuzzy Logic
title_fullStr Reliability Based Power Distribution Network Planning Using Fuzzy Logic
title_full_unstemmed Reliability Based Power Distribution Network Planning Using Fuzzy Logic
title_sort reliability based power distribution network planning using fuzzy logic
publisher VSB-Technical University of Ostrava
series Advances in Electrical and Electronic Engineering
issn 1336-1376
1804-3119
publishDate 2021-01-01
description This paper presents a fuzzy system for reliability-based power distribution network planning. The proposed Mamdani type fuzzy inference system with subsequent application of the Bellman-Zadeh decision-making method is used to evaluate the reliability of the power line feeders as criteria for power system planning. Unplanned outages of system components, the Energy Not Supplied (ENS) and age of the power lines are used as input variables of the system and are fuzzified using triangular fuzzy functions. The proposed model was tested on a model of a realistic distribution network in order to prove its relevance and applicability. Results demonstrated that this model could make a contribution in this field as it can be used in practical planning situations for project priority ranking.
topic bellman-zadeh method
fuzzy logic
mamdani fuzzy inference system
power distribution system planning
reliability.
url http://advances.utc.sk/index.php/AEEE/article/view/4011
work_keys_str_mv AT harisahmetovic reliabilitybasedpowerdistributionnetworkplanningusingfuzzylogic
AT mirzasaric reliabilitybasedpowerdistributionnetworkplanningusingfuzzylogic
AT jasnahivziefendic reliabilitybasedpowerdistributionnetworkplanningusingfuzzylogic
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