With many industries increasingly relying on leased equipment and machinery, many original equipment manufacturers (OEMs) are turning to product-service packages where they deliver (typically lease) the physical assets. An integrated service contract will be offered for the asset. A classic example being Rolls Royce power-by-the-hour aircraft engines. Service contracts offered by original equipment manufacturers have predominantly focused on maintenance and upkeep activities for a single asset. Interestingly enough, manufacturing industries are beginning to adopt the product-service paradigm. However, one of the unique aspects in manufacturing settings is that the leased system is often not a single asset but instead a multi-unit system (e.g., an entire production line). In this paper, we develop a lease-oriented maintenance methodology for multi-unit leased systems under product-service paradigm. Unlike traditional maintenance models, we propose a leasing profit optimization (LPO) policy to adaptively compute optimal preventive maintenance (PM) schedules that capture the following dynamics: (1) the structural dependencies of the multi-unit system, (2) opportunistic maintenance of multiple system components, and (3) leasing profit savings (LPSs). We demonstrate the performance of our multi-unit maintenance policy by using a leased automotive manufacturing line and investigate its impact on leasing profits.
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July 2017
Research-Article
Lease-Oriented Opportunistic Maintenance for Multi-Unit Leased Systems Under Product-Service Paradigm
Tangbin Xia,
Tangbin Xia
Mem. ASME
State Key Laboratory of Mechanical System
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China;
H. Milton Stewart School of Industrial
and Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
e-mails: xtbxtb@sjtu.edu.cn; txia60@gatech.edu
State Key Laboratory of Mechanical System
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China;
H. Milton Stewart School of Industrial
and Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
e-mails: xtbxtb@sjtu.edu.cn; txia60@gatech.edu
Search for other works by this author on:
Lifeng Xi,
Lifeng Xi
State Key Laboratory of Mechanical System
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: lfxi@sjtu.edu.cn
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: lfxi@sjtu.edu.cn
Search for other works by this author on:
Ershun Pan,
Ershun Pan
State Key Laboratory of Mechanical System
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
Search for other works by this author on:
Xiaolei Fang,
Xiaolei Fang
H. Milton Stewart School of Industrial and
Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
Search for other works by this author on:
Nagi Gebraeel
Nagi Gebraeel
H. Milton Stewart School of Industrial
and Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
and Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
Search for other works by this author on:
Tangbin Xia
Mem. ASME
State Key Laboratory of Mechanical System
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China;
H. Milton Stewart School of Industrial
and Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
e-mails: xtbxtb@sjtu.edu.cn; txia60@gatech.edu
State Key Laboratory of Mechanical System
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China;
H. Milton Stewart School of Industrial
and Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
e-mails: xtbxtb@sjtu.edu.cn; txia60@gatech.edu
Lifeng Xi
State Key Laboratory of Mechanical System
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: lfxi@sjtu.edu.cn
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
e-mail: lfxi@sjtu.edu.cn
Ershun Pan
State Key Laboratory of Mechanical System
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
and Vibration,
Department of Industrial Engineering,
School of Mechanical Engineering,
Shanghai Jiao Tong University,
Shanghai 200240, China
Xiaolei Fang
H. Milton Stewart School of Industrial and
Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
Nagi Gebraeel
H. Milton Stewart School of Industrial
and Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
and Systems Engineering,
Georgia Institute of Technology,
765 Ferst Drive,
Atlanta, GA 30332
1Corresponding author.
Manuscript received September 5, 2016; final manuscript received January 21, 2017; published online March 8, 2017. Assoc. Editor: Dragan Djurdjanovic.
J. Manuf. Sci. Eng. Jul 2017, 139(7): 071005 (10 pages)
Published Online: March 8, 2017
Article history
Received:
September 5, 2016
Revised:
January 21, 2017
Citation
Xia, T., Xi, L., Pan, E., Fang, X., and Gebraeel, N. (March 8, 2017). "Lease-Oriented Opportunistic Maintenance for Multi-Unit Leased Systems Under Product-Service Paradigm." ASME. J. Manuf. Sci. Eng. July 2017; 139(7): 071005. https://doi.org/10.1115/1.4035962
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