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Data Science, Quality & Reliability

Service-oriented global optimization integrating maintenance grouping and technician routing for multi-location multi-unit production systems

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Pages 894-907 | Received 08 Aug 2020, Accepted 05 Jul 2021, Published online: 07 Sep 2021

References

  • Al-Thani, N.A., Ahmed, M.B. and Haouari, M. (2016) A model and optimization-based heuristic for the operational aircraft maintenance routing problem. Transportation Research Part C: Emerging Technologies, 72, 29–44.
  • Basciftci, B., Ahmed, S. and Gebraeel, N. (2019) Data-driven maintenance and operations scheduling in power systems under decision-dependent uncertainty. IISE Transactions, 52(6), 589–602.
  • Biesinger, B., Hu, B. and Raidl, G.R. (2018) A genetic algorithm in combination with a solution archive for solving the generalized vehicle routing problem with stochastic demands. Transportation Science, 52(3), 673–690.
  • Camci, F. (2015) Maintenance scheduling of geographically distributed assets with prognostics information. European Journal of Operational Research, 245(2), 506–516.
  • Chang, F., Zhou, G., Zhang, C., Xiao, Z. and Wang, C. (2019) A service-oriented dynamic multi-level maintenance grouping strategy based on prediction information of multi-component systems. Journal of Manufacturing Systems, 53, 49–61.
  • Gao, J., Yao, Y., Zhu, V.C., Sun, L. and Lin, L. (2011) Service-oriented manufacturing: A new product pattern and manufacturing paradigm. Journal of Intelligent Manufacturing, 22(3), 435–446.
  • Grall, A., Dieulle, L., Bérenguer, C. and Roussignol, M. (2002) Continuous-time predictive-maintenance scheduling for a deteriorating system. IEEE Transactions on Reliability, 51(2), 141–150.
  • Hung, W.T., Tsai, T.R. and Chang, Y.C. (2017) Periodical preventive maintenance contract for leased equipment with random failure penalties. Computers & Industrial Engineering, 113, 437–444.
  • Irawan, C.A., Ouelhadj, D., Jones, D., Stålhane, M. and Sperstad, I.B. (2017) Optimisation of maintenance routing and scheduling for offshore wind farms. European Journal of Operational Research, 256(1), 76–89.
  • Jia, C. and Zhang, C. (2019) Joint optimization of maintenance planning and workforce routing for a geographically distributed networked infrastructure. IISE Transactions, 52(7), 732–750.
  • Jin, X., Siegel, D., Weiss, B.A., Gamel, E., Wang, W., Lee, J. and Ni, J. (2016) The present status and future growth of maintenance in US manufacturing: Results from a pilot survey. Manufacturing Review, 3, 10. doi:https://doi.org/10.1051/mfreview/2016005
  • Kraus, M., Feuerriegel, S. and Oztekin, A. (2020) Deep learning in business analytics and operations research: Models, applications and managerial implications. European Journal of Operational Research, 281(3), 628–641.
  • Lee, D. and Pan, R. (2017) Predictive maintenance of complex system with multi-level reliability structure. International Journal of Production Research, 55(16), 4785–4801.
  • Lian, K., Milburn, A.B. and Rardin, R.L. (2016) An improved multi-directional local search algorithm for the multi-objective consistent vehicle routing problem. IIE Transactions, 48(10), 975–992.
  • Liang, Z. and Parlikad, A.K. (2020) Predictive group maintenance for multi-system multi-component networks. Reliability Engineering & System Safety, 195, 106704.
  • Lin, Y., Li, Y. and Zio, E. (2016) Component importance measures for components with multiple dependent competing degradation processes and subject to maintenance. IEEE Transactions on Reliability, 65(2), 547–557.
  • López-Santana, E., Akhavan-Tabatabaei, R., Dieulle, L., Labadie, N. and Medaglia, A.L. (2016) On the combined maintenance and routing optimization problem. Reliability Engineering & System Safety, 145, 199–214.
  • Mabrouk, A.B., Chelbi, A. and Radhoui, M. (2016) Optimal imperfect maintenance strategy for leased equipment. International Journal of Production Economics, 178, 57–64.
  • Mazidi, P., Tohidi, Y., Ramos, A. and Sanz-Bobi, M.A. (2018) Profit-maximization generation maintenance scheduling through bi-level programming. European Journal of Operational Research, 264(3), 1045–1057.
  • Mosadegh, H., Fatemi Ghomi, S.M.T. and Süer, G.A. (2020) Stochastic mixed-model assembly line sequencing problem: Mathematical modeling and Q-learning based simulated annealing hyper-heuristics. European Journal of Operational Research, 282(2), 530–544.
  • Nguyen, H.S.H., Do, P., Vu, H.-C. and Iung, B. (2019) Dynamic maintenance grouping and routing for geographically dispersed production systems. Reliability Engineering & System Safety, 185, 392–404.
  • Pandey, M., Zuo, M.J. and Moghaddass, R. (2013) Selective maintenance modeling for a multistate system with multistate components under imperfect maintenance. IIE Transactions, 45(11), 1221–1234.
  • Pascual, R., Santelices, G., Liao, H. and Maturana, S. (2016) Channel coordination on fixed-term maintenance outsourcing contracts. IIE Transactions, 48(7), 651–660.
  • Si, G., Xia, T., Zhu, Y., Du, S. and Xi, L. (2019) Triple-level opportunistic maintenance policy for leasehold service network of multi-location production lines. Reliability Engineering & System Safety, 190, 106519.
  • Tarakci, H., Tang, K. and Teyarachakul, S. (2009) Learning effects on maintenance outsourcing. European Journal of Operational Research, 192(1), 138–150.
  • Wang, X., Li, L. and Xie, M. (2018) Optimal preventive maintenance strategy for leased equipment under successive usage-based contracts. International Journal of Production Research, 57(18), 5705–5724.
  • Xia, T., Dong, Y., Xiao, L., Du, S., Pan, E. and Xi, L. (2018) Recent advances in prognostics and health management for advanced manufacturing paradigms. Reliability Engineering & System Safety, 178, 255–268.
  • Xia, T., Xi, L., Pan, E., Fang, X. and Gebraeel, N. (2017) Lease-oriented opportunistic maintenance for multi-unit leased systems under product-service paradigm. ASME, Journal of Manufacturing Science and Engineering, 139(7), 071005.
  • Xia, T., Xi, L., Zhou, X. and Lee, J. (2012) Dynamic maintenance decision-making for series-parallel manufacturing system based on MAM-MTW methodology. European Journal of Operational Research, 221(1), 231–240.
  • Xia, T., Xi, L., Zhou, X. and Lee, J. (2013) Condition-based maintenance for intelligent monitored series system with independent machine failure modes. International Journal of Production Research, 51(15), 4585–4596.
  • Zhang, Y., Zhang, X., Zeng, J., Wang, J. and Xue, S. (2019) Lessees’ satisfaction and optimal condition-based maintenance policy for leased system. Reliability Engineering & System Safety, 191, 106532.

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