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...
Main Authors: | , , |
---|---|
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 |
id |
doaj-29d115654cd942c8a3b7520290556df0 |
---|---|
record_format |
Article |
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 |
_version_ |
1716828006458064896 |