NDLI: Multiobjective Evolutionary Optimization of Substation Maintenance Using Decision-Varying Markov Model

Content Provider	IEEE Xplore Digital Library
Author	Yang, F. Kwan, C.M. Chang, C.S.
Copyright Year	1969
Abstract	Reducing overall substation cost and improving reliability are the two prime but often conflicting objectives of electric power distribution. Proper scheduling of substation preventive maintenance provides an effective means to tradeoff between these two objectives. Decision-varying Markov models relating the deterioration process with maintenance operations is proposed to predict the availability of individual component. Minimum cut-sets method is employed to identify the critical components and evaluate the overall reliability of substation. A multiobjective evolutionary algorithm is proposed to optimize the two objectives to provide Pareto-fronts or tradeoff curves for a holistic view of the conflicting relationships between them. Through simulations, abilities of our proposed algorithm are demonstrated for robust search towards optimal solutions for large-size distribution.
Sponsorship	IEEE Power Engineering Society
Starting Page	1328
Ending Page	1335
Page Count	8
File Size	1207753
File Format	PDF
ISSN	08858950
Volume Number	23
Issue Number	3
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2008-08-01
Publisher Place	U.S.A.
Access Restriction	One Nation One Subscription (ONOS)
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Substations Preventive maintenance Evolutionary computation Cost function Inspection Stochastic processes Frequency Reliability Optimization methods Job shop scheduling substation maintenance Decision-varying Markov model minimum cut sets multiobjective evolutionary algorithm pareto front
Content Type	Text
Resource Type	Article
Subject	Energy Engineering and Power Technology Electrical and Electronic Engineering

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Evolutionary Multi-objective Optimization of Substation Maintenance using Markov Model

Multiobjective Evolutionary Optimization of Maintenance Schedules and Extents for Composite Power Systems

Multiobjective genetic algorithm-based method for job shop scheduling problem: Machines under preventive and corrective maintenance activities

An analytical method for optimum maintenance of substations

Evolutionary multi-objective optimization of inspection frequencies for substation condition-based maintenance

Optimization of substation equipment maintenance by considering equipment deterioration

Stochastic reliability study of the western transmission substations maintained by EDELCA

Bi objective artificial immune algorithms to the joint production scheduling and maintenance planning

Cost-effective condition-based maintenance using markov decision processes

Multiobjective Evolutionary Optimization of Substation Maintenance Using Decision-Varying Markov Model

Similar Documents

Evolutionary Multi-objective Optimization of Substation Maintenance using Markov Model

Multiobjective Evolutionary Optimization of Maintenance Schedules and Extents for Composite Power Systems

Multiobjective genetic algorithm-based method for job shop scheduling problem: Machines under preventive and corrective maintenance activities

An analytical method for optimum maintenance of substations

Evolutionary multi-objective optimization of inspection frequencies for substation condition-based maintenance

Optimization of substation equipment maintenance by considering equipment deterioration

Stochastic reliability study of the western transmission substations maintained by EDELCA

Bi objective artificial immune algorithms to the joint production scheduling and maintenance planning

Cost-effective condition-based maintenance using markov decision processes

Multiobjective Evolutionary Optimization of Substation Maintenance Using Decision-Varying Markov Model