IAES International Journal of Artificial Intelligence (IJ-AI)
Vol 11, No 1: March 2022

Inspection based risk management of electric distribution overhead lines

Adnan Hasan Tawafan (Al-Furat Al-Awsat Technical University, Technical Institute Karbala)
Dhafer Mayoof Alshadood (Southern Technical University, Nasiriyah Technical Institute)
Fatima Kadhem Abd (Al-Furat Al-Awsat Technical University, Technical Institute Karbala)



Article Info

Publish Date
01 Mar 2022

Abstract

This paper introduces a comprehensive process based on inspection for determination of medium voltage (MV) overhead line condition and it was tried that all factors influencing the outage of distribution network integrated into one index that called condition index. A condition based failure rate model has been proposed and its unknown parameters are calculated based on historical data. Shortest path problem (SPP) model has been proposed for the long term scheduling of maintenance and reinvestment. Objective function includes sum of the reinvestment, maintenance costs, failure costs and energy not supplied (ENS) costs with considering budget and labor constraints. Finally, as a result of this research, optimal combination of various actions such as reinvestment, preventive maintenance (PM) and tree trimming and it’s scheduling has been determined over the ten and five-year horizon. Results confirmed acceptable performance of proposed method because of compliance with actual condition and engineering judgment.

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Journal Info

Abbrev

IJAI

Publisher

Subject

Computer Science & IT Engineering

Description

IAES International Journal of Artificial Intelligence (IJ-AI) publishes articles in the field of artificial intelligence (AI). The scope covers all artificial intelligence area and its application in the following topics: neural networks; fuzzy logic; simulated biological evolution algorithms (like ...