1 AIT Asian Institute of Technology

Developing a multi-state preventive maintenance policy using semi-Markov process

AuthorLe Van Dang
Call NumberAIT Thesis no.ISE-12-52
Subject(s)Maintenance
Failure analysis (Engineering)

NoteA thesis submitted in partial fulfillment of the requirements for the degree of master of Industrial and Manufacturing Engineering, School of Engineering and Technology
PublisherAsian Institute of Technology
Series StatementThesis ; no. ISE-12-52
AbstractThe purpose of this study is to derive a multi - state preventive maintenance policy for industrial system s subject to deterioration and failure. The system condition is modeled by a Semi - Markov decision process . Maintenance policy is a set of predetermine a ctivities including preventive and corrective maintenance. The model and mathematical formulation is developed in order to determine optimal preventive maintenance policy that maximizes system availability. In addition , the variation between system parame ters (system availability , deterioration rate ) and maintenance parameters ( maintenance cost, maintenance policy ) i s also investigated. A numerical example is given to illustrate the proposal m odel using LINGO software
Year2012
Corresponding Series Added EntryAsian Institute of Technology. Thesis ; no. ISE-12-52
TypeThesis
SchoolSchool of Engineering and Technology (SET)
DepartmentDepartment of Industrial Systems Engineering (DISE)
Academic Program/FoSIndustrial Systems Engineering (ISE)
Chairperson(s)Huynh Trung Luong
Examination Committee(s)Voratas Kachitvichyanukul;Pisut Koomsap
Scholarship Donor(s)Thanh Hoa Province People ’s Committee Education funds, Vietnam;Asian Institute of Technology Fellowship
DegreeThesis (M. Sc.) - Asian Institute of Technology, 2012


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