Title: A new multi-objective-multi-criteria model for determining physical asset management strategy based on maintenance and procurement factors
Authors: Ali Sayyah; Amin Abbasi-Pooya; Reza Baradaran Kazemzadeh
Addresses: Department of Industrial Engineering, Engineering Faculty, University of Qom, Qom, Iran ' Faculty of Industrial and Systems Engineering, Tarbiat Modares University, Tehran, Iran ' Faculty of Industrial and Systems Engineering, Tarbiat Modares University, Tehran, Iran
Abstract: In this research, a new multi-objective-multi-criteria model is presented to determine physical asset management strategy for capital equipment. Initially, a multi-objective model is formulated to determine non-dominated strategies considering cost, reliability, and availability as objective functions. Secondly, the strategies will be ranked based on decision maker preferences and restrictions using a PROMETHEE-entropy module. Each strategy is a vector of procurement variables (dealer-manufacturer and contract type) and maintenance planning variables (PM action level, PM interval and the degree of upgrade action). The multi-objective model, which is a new nonlinear mixed integer optimisation model, is solved using a customised NSGA-II. Buy, lease, rent and upgrading a used equipment are contract types that are considered. The model is used in a real case for determination of asset management strategy for a truck to be used in a mine for 48 months. A piece of software is designed for simplification of using the model. [Received: 13 January 2019; Accepted: 3 March 2020]
Keywords: physical asset management; PAM; maintenance planning; contract management; reliability; availability; equipment management.
European Journal of Industrial Engineering, 2021 Vol.15 No.2, pp.167 - 205
Accepted: 03 Mar 2020
Published online: 12 Mar 2021 *