Joint scheduling of spare parts production and service engineers based on progressive Pareto algorithm

References

• Akl, Amany M., Sondoss El Sawah, Ripon K. Chakrabortty, and Hasan Huseyin Turan. 2022. “A Joint Optimization of Strategic Workforce Planning and Preventive Maintenance Scheduling: A Simulation-Optimization Approach.” Reliability Engineering & System Safety 219. doi:10.1016/j.ress.2021.108175.
   Web of Science ®Google Scholar
• Deb, K., A. Pratap, S. Agarwal, and T. Meyarivan. 2002. “A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II.” IEEE Transactions on Evolutionary Computation 6 (2): 182–197. doi:10.1109/4235.996017.
   Web of Science ®Google Scholar
• Diallo, Claver, Uday Venkatadri, Abdelhakim Khatab, Zhuojun Liu, and El-Houssaine Aghezzaf. 2019. “Optimal Joint Selective Imperfect Maintenance and Multiple Repairpersons Assignment Strategy for Complex Multicomponent Systems.” International Journal of Production Research 57 (13): 4098–4117. doi:10.1080/00207543.2018.1505060.
   Web of Science ®Google Scholar
• Ding, Jian-Ya, Shiji Song, and Cheng Wu. 2016. “Carbon-Efficient Scheduling of Flow Shops by Multi-Objective Optimization.” European Journal of Operational Research 248 (3): 758–771. doi:10.1016/j.ejor.2015.05.019.
   Web of Science ®Google Scholar
• Gong, M. G., L. C. Jiao, H. F. Du, and L. F. Bo. 2008. “Multiobjective Immune Algorithm with Nondominated Neighbor-Based Selection.” Evolutionary Computation 16 (2): 225–255. doi:10.1162/evco.2008.16.2.225.
   PubMed Web of Science ®Google Scholar
• Hasni, M., M. S. Aguir, M. Z. Babai, and Z. Jemai. 2019. “Spare Parts Demand Forecasting: A Review on Bootstrapping Methods.” International Journal of Production Research 57 (15–16): 4791–4804. doi:10.1080/00207543.2018.1424375.
   Web of Science ®Google Scholar
• Huang, Jiang-Ping, Quan-Ke Pan, and Liang Gao. 2020. “An Effective Iterated Greedy Method for the Distributed Permutation Flowshop Scheduling Problem with Sequence-Dependent Setup Times.” Swarm and Evolutionary Computation 59. doi:10.1016/j.swevo.2020.100742.
   Web of Science ®Google Scholar
• Jiang, Peng, Yibin Huang, and Xiao Liu. 2020. “Intermittent Demand Forecasting for Spare Parts in the Heavy-Duty Vehicle Industry: A Support Vector Machine Model.” International Journal of Production Research. doi:10.1080/00207543.2020.1842936.
   Web of Science ®Google Scholar
• Jing, Xue-Lei, Quan-Ke Pan, Liang Gao, and Yu-Long Wang. 2020. “An Effective Iterated Greedy Algorithm for the Distributed Permutation Flowshop Scheduling with due Windows.” Applied Soft Computing 96. doi:10.1016/j.asoc.2020.106629.
   Web of Science ®Google Scholar
• Kafiabad, Shayan Tavakoli, Masoumeh Kazemi Zanjani, and Mustapha Nourelfath. 2020. “Integrated Planning of Operations and on-job Training in Maintenance Logistics Networks.” Reliability Engineering & System Safety 199. doi:10.1016/j.ress.2020.106922.
   Web of Science ®Google Scholar
• Kafiabad, Shayan Tavakoli, M. K. Zanjani, and M. Nourelfath. 2022. “Workforce Training and Operations Planning for Maintenance Centres Under Demand Uncertainty.” International Journal of Production Research 60 (5): 1587–1599. doi:10.1080/00207543.2020.1866781.
   Web of Science ®Google Scholar
• Kouki, Chaaben, and Christian Larsen. 2021. “Rationing Policies in a Spare Parts Inventory System with Customers Differentiation.” International Journal of Production Research 59 (20): 6270–6290. doi:10.1080/00207543.2020.1811418.
   Web of Science ®Google Scholar
• Larbi Rebaiaia, Mohamed, and Daoud Ait-kadi. 2021. “Maintenance Policies with Minimal Repair and Replacement on Failures: Analysis and Comparison.” International Journal of Production Research 59 (23): 6995–7017. doi:10.1080/00207543.2020.1832275.
   Web of Science ®Google Scholar
• Li, Ling, Min Liu, Weiming Shen, and Guoqing Cheng. 2016. “A Discrete Stress-Strength Interference Theory-Based Dynamic Supplier Selection Model for Maintenance Service Outsourcing.” Ieee Transactions on Engineering Management 63 (2): 189–200. doi:10.1109/tem.2016.2527684.
   Web of Science ®Google Scholar
• Li, H., S. H. Mi, Q. F. Li, X. Y. Wen, D. P. Qiao, and G. F. Luo. 2020. “A Scheduling Optimization Method for Maintenance, Repair and Operations Service Resources of Complex Products.” Journal of Intelligent Manufacturing 31 (7): 1673–1691. doi:10.1007/s10845-018-1400-4.
   Web of Science ®Google Scholar
• Meng, T., Q. K. Pan, and L. Wang. 2019. “A Distributed Permutation Flowshop Scheduling Problem with the Customer Order Constraint.” Knowledge-Based Systems 184: 17. doi:10.1016/j.knosys.2019.104894.
   Web of Science ®Google Scholar
• Miao, Bingxin, Qianwang Deng, Like Zhang, Zhangwen Huo, and Xiaoyan Liu. 2022. “Collaborative Scheduling of Spare Parts Production and Service Workers Driven by Distributed Maintenance Demand.” Journal of Manufacturing Systems 64: 261–274. doi:10.1016/j.jmsy.2022.06.012.
   Web of Science ®Google Scholar
• Minella, G., R. Ruiz, and M. Ciavotta. 2011. “Restarted Iterated Pareto Greedy Algorithm for Multi-Objective Flowshop Scheduling Problems.” Computers & Operations Research 38 (11): 1521–1533. doi:10.1016/j.cor.2011.01.010.
   Web of Science ®Google Scholar
• Rahimi-Ghahroodi, S., A. Al Hanbali, I. M. H. Vliegen, and M. A. Cohen. 2019. “Joint Optimization of Spare Parts Inventory and Service Engineers Staffing with Full Backlogging.” International Journal of Production Economics 212: 39–50. doi:10.1016/j.ijpe.2019.02.007.
   Web of Science ®Google Scholar
• Shen, Jiayu, and Kai Zhu. 2018. “An Uncertain Single Machine Scheduling Problem with Periodic Maintenance.” Knowledge-Based Systems 144: 32–41. doi:10.1016/j.knosys.2017.12.021.
   Web of Science ®Google Scholar
• Si, Guojin, Tangbin Xia, Ershun Pan, and Lifeng Xi. 2021. “Service-oriented Global Optimization Integrating Maintenance Grouping and Technician Routing for Multi-Location Multi-Unit Production Systems.” IISE Transactions. doi:10.1080/24725854.2021.1957181.
   Web of Science ®Google Scholar
• Si, G., T. Xia, K. Zhang, D. Wang, E. Pan, and L. Xi. 2021. “Technician Collaboration and Routing Optimization in Global Maintenance Scheduling for Multi-Center Service Networks.” Ieee Transactions on Automation Science and Engineering, 1–13. doi:10.1109/TASE.2021.3132694.
   Web of Science ®Google Scholar
• Sleptchenko, A., A. Al Hanbali, and H. Zijm. 2018. “Joint Planning of Service Engineers and Spare Parts.” European Journal of Operational Research 271 (1): 97–108. doi:10.1016/j.ejor.2018.05.014.
   Web of Science ®Google Scholar
• Sun, Mingyao, Chi To Ng, Feng Wu, and T. C. E. Cheng. 2022. “Optimization of After-Sales Services with Spare Parts Consumption and Repairman Travel.” International Journal of Production Economics 244. doi:10.1016/j.ijpe.2021.108382.
   Web of Science ®Google Scholar
• Turan, Hasan Huseyin, Fuat Kosanoglu, and Mahir Atmis. 2021. “A Multi-Skilled Workforce Optimisation in Maintenance Logistics Networks by Multi-Thread Simulated Annealing Algorithms.” International Journal of Production Research 59 (9): 2624–2646. doi:10.1080/00207543.2020.1735665.
   Web of Science ®Google Scholar
• Vahdani, Behnam, Fariborz Jolai, Reza Tavakkoli-Moghaddam, and S. Meysam Mousavi. 2012. “Two Fuzzy Possibilistic bi-Objective Zero-one Programming Models for Outsourcing the Equipment Maintenance Problem.” Engineering Optimization 44 (7): 801–820. doi:10.1080/0305215x.2011.613465.
   Web of Science ®Google Scholar
• Van der Auweraer, S., and R. Boute. 2019. “Forecasting Spare Part Demand Using Service Maintenance Information.” International Journal of Production Economics 213: 138–149. doi:10.1016/j.ijpe.2019.03.015.
   Web of Science ®Google Scholar
• Wang, Z. L., B. W. Cui, Q. Feng, B. Q. Huang, Y. Ren, B. Sun, D. Z. Yang, and Z. Zuo. 2019. “An Agent-Based Approach for Resources’ Joint Planning in a Multi-Echelon Inventory System Considering Lateral Transshipment.” Computers & Industrial Engineering 138. doi:10.1016/j.cie.2019.106098.
   Web of Science ®Google Scholar
• Wang, J., and X. Y. Zhu. 2021. “Joint Optimization of Condition-Based Maintenance and Inventory Control for a k-out-of-n:F System of Multi-State Degrading Components.” European Journal of Operational Research 290 (2): 514–529. doi:10.1016/j.ejor.2020.08.016.
   Web of Science ®Google Scholar
• Wu, O., G. D. Ave, I. Harjunkoski, A. Bouaswaig, S. M. Schneider, M. Roth, and L. Imsland. 2020. “Optimal Production and Maintenance Scheduling for a Multiproduct Batch Plant Considering Degradation.” Computers & Chemical Engineering 135. doi:10.1016/j.compchemeng.2020.106734.
   Web of Science ®Google Scholar
• Wu, Xueqi, and Ada Che. 2019. “A Memetic Differential Evolution Algorithm for Energy-Efficient Parallel Machine Scheduling.” Omega-International Journal of Management Science 82: 155–165. doi:10.1016/j.omega.2018.01.001.
   Web of Science ®Google Scholar
• Yepes-Borrero, J. C., F. Perea, R. Ruiz, and F. Villa. 2021. “Bi-objective Parallel Machine Scheduling with Additional Resources During Setups.” European Journal of Operational Research 292 (2): 443–455. doi:10.1016/j.ejor.2020.10.052.
   Web of Science ®Google Scholar
• Zhang, Like, Qianwang Deng, Guiliang Gong, and Wenwu Han. 2020. “A New Unrelated Parallel Machine Scheduling Problem with Tool Changes to Minimise the Total Energy Consumption.” International Journal of Production Research 58 (22): 6826–6845. doi:10.1080/00207543.2019.1685708.
   Web of Science ®Google Scholar
• Zhang, Like, Qianwang Deng, Bingxin Miao, Xiaoyan Liu, and Haidong Shao. 2022. “Parallel Service Mode of Production and Inventory for Spare Part Inventory Optimization.” Knowledge-Based Systems 241. doi:10.1016/j.knosys.2022.108282.
   PubMed Web of Science ®Google Scholar
• Zhang, Qingfu, and Hui Li. 2007. “MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition.” Ieee Transactions on Evolutionary Computation 11 (6): 712–731. doi:10.1109/tevc.2007.892759.
   Web of Science ®Google Scholar
• Zhang, Zikai, Qiuhua Tang, and Manuel Chica. 2021. “Maintenance Costs and Makespan Minimization for Assembly Permutation Flow Shop Scheduling by Considering Preventive and Corrective Maintenance.” Journal of Manufacturing Systems 59: 549–564. doi:10.1016/j.jmsy.2021.03.020.
   Web of Science ®Google Scholar
• Zhao, Xingdong, Qianwang Deng, Xiahui Liu, Like Zhang, Shengcong Wu, and Chao Jiang. 2021. “Integrated Scheduling of Distributed Service Resources for Complex Equipment Considering Multiple On-Site MRO Tasks.” International Journal of Production Research. doi:10.1080/00207543.2021.1916117.
   PubMed Web of Science ®Google Scholar