550
Views
5
CrossRef citations to date
0
Altmetric
Articles

A dynamic optimisation approach for a single machine scheduling problem with machine conditions and maintenance decisions

, & ORCID Icon
Pages 3047-3062 | Received 24 Dec 2019, Accepted 16 Mar 2021, Published online: 13 Apr 2021

References

  • Ahmadzadeh, F., and J. Lundberg. 2013. “Remaining Useful Life Prediction of Grinding Mill Liners Using An Artificial Neural Network.” Minerals Engineering 53: 1–8.
  • Allahverdi, A., and J. Mittenthal. 1994. “Scheduling on M Parallel Machines Subject to Random Breakdowns to Minimize Expected Mean Flow Time.” Naval Research Logistics 41: 677–682.
  • Allahverdi, A., and J. Mittenthal. 1995. “Scheduling on a Two-Machine Flowshop Subject to Random Breakdowns with a Makespan Objective Function.” European Journal of Operational Research 81: 376–387.
  • Alsina, E. F., M. Chica, T. Krzysztof, and A. Regattieri. 2017. “On the Use of Machine Learning Methods to Predict Component Reliability From Data-driven Industrial Case Studies.” International Journal of Advanced Manufacturing Technology 94: 2419–2433.
  • Baum, L. E., T. Petrie, G. Soules, and N. Weiss. 1970. “A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains.” The Annals of Mathematical Statistics41 (1): 164–171.
  • Boudjelida, A. 2019. “On the Robustness of Joint Production and Maintenance Scheduling in Presence of Uncertainties.” Journal of Intelligent Manufacturing 30: 1515–1530.
  • Boukas, E. K., and Z. K. Liu. 2001. “Production and Maintenance Control for Manufacturing Systems.” IEEE Transactions on Automatic Control 46: 1455–1460.
  • Broea, M. A. J., R. H. Teunter, B. Jonge, J. Veldman, and N. D. Foreest. 2020. “Condition-based Production Planning: Adjusting Production Rates to Balance Output and Failure Risk.” Manufacturing & Service Operations Management 22 (4): 792–811.
  • Cassady, C.R, and E Kutanoglu. 2005. “Integrating preventive maintenance planning and production scheduling for a single machine.” IEEE Transactions on Reliability 54 (2): 304–309.
  • Castanier, B., M. Gehan, and D. Lemoine. 2015. “Joint Optimization of a Master Production Schedule and a Preventive Maintenance Policy.” In International Conference on Industrial Engineering & Systems Management, 1–7.
  • Cheng, T. C. E.a, W. C. Lee, and C. C. Wu. 2010. “Single-Machine Scheduling with Deteriorating Functions for Job Processing Times.” Applied Mathematical Modelling 34: 4171–4178.
  • Cheng, G. Q., B. H. Zhou, and L. Li. 2016. “Joint Optimisation of Production Rate and Preventive Maintenance in Machining Systems.” International Journal of Production Research 54 (21): 6378–6394.
  • Dieulle, L., C. Berenguer, A. Grall, and M. Roussignol. 2003. “Sequential Condition-Based Maintenance Scheduling for a Deteriorating System.” European Journal of Operational Research 150: 451–461.
  • Gonzalez, P. P., and J. M. Framina. 2018. “Single Machine Scheduling With Periodic Machine Availability.” Computers & Industrial Engineering 123: 180–188.
  • Gorjian, N., L. Ma, M. Mittinty, P. Yarlagadda, and Y. Sun. 2010. “A Review on Degradation Models in Reliability Analysis.” Kiritsis D., Emmanouilidis C., Koronios A., Mathew J. (eds). Proceedings of the 4th World Congress on Engineering Asset Management, Springer, London: 369–384
  • Han, S., X. N. Jin, and J. X. Li. 2016. “An Assessment Method for the Impact of Missing Data in the Rough Set-based Decision Fusion.” Intelligent Data Analysis 20: 1267–1284.
  • Huang, Z. W., J. M. Zhu, J. T. Lei, X. R. Li, and F. Q Tian. 2019. “Tool Wear Predicting Based on Multi-domain Feature Fusion by Deep Convolutional Neural Network in Milling Operations.” Journal of Intelligent Manufacturing 31: 953–966.
  • Ji, M., Y. He, and T. C. E. Cheng. 2007. “Single-Machine Scheduling with Periodic Maintenance to Minimize Makespan.” Computers & Operations Research 34: 1764–1770.
  • Johnson, B. W. 1989. The Design and Analysis of Fault Tolerant Digital Systems. USA: Addison-Wesley.
  • Kao, Y.-T., S. Dauzère-Pèrés, J. Blue, and S.-C. Chang. 2018. “Equipment Health Integrated Scheduling for Semiconductor Fabrication.” Computers & Industrial Engineering 120: 450–459.
  • Khaleghei, A., and V. Makis. 2015. “Model Parameter Estimation and Residual Life Prediction for a Partially Observable Failing System.” Naval Research Logistics 62: 190–205.
  • Kim, M. J., R. Jiang, V. Makis, and C. G. Lee. 2011. “Optimal Bayesian Fault Prediction Scheme for a Partially Observable System Subject to Random Failure.” European Journal of Operational Research214: 331–339.
  • Kurt, M., and J. P. Kharoufeh. 2009. “Monotone Optimal Replacement Policies for a Markovian Deteriorating System in a Controllable Environment.” Operation Research Letters 38: 273–279.
  • Lee, C. Y. 1996. “Machine Scheduling with An Availability Constraint.” Journal of Global Optimization9: 395–416.
  • Lee, C. Y. 1997. “Minimizing the Makespan in the Two Machine Flowshop Scheduling Problem with An Availability Constraint.Operations.” Research Letters 20: 129–139.
  • Lee, J. Y., and Y. D. Kim. 2015. “A Branch and Bound Algorithm to Minimize Total Tardiness of Jobs in a Two Identical-parallel-machine Scheduling Problem with a Machine Availability Constrain.” Journal of the Operational Research Society 66: 1542–1554.
  • Lee, J., E. Lapira, B. Bagheri, and H. Kao. 2013. “Recent Advances and Trends in Predictive Manufacturing Systems in Big Data Environment.” Manufacturing Letters 1: 38–41.
  • Li, Y., K. Mohan, H. Sun, and R. Jin. 2017. “Ensemble Modeling of in Situ Features for Printed Electronics Manufacturing with in Situ Process Control Potential.” IEEE Robotics and Automation Letters 2: 1864–1870.
  • Liu, Q., M. Dong, F. F. Chen, W. Lv, and C. Ye. 2018. “Single-Machine-Based Joint Optimization of Predictive Maintenance Planning and Production Scheduling.” Robotics and Computer-Integrated Manufacturing 51: 238–247.
  • Low, C., C. J. Hsu, and C. T. Su. 2010. “A Modified Particle Swarm Optimization Algorithm for a Single-Machine Scheduling Problem with Periodic Maintenance.” Expert Systems with Applications 34: 6429–6434.
  • Makis, V, X Jiang, and K.S Jardine. 1998. “A condition-based maintenance model.” IMA Journal of Mathematics Applied in Business & Industry 9: 210–210.
  • Martinelli, F. 2005. “Control of Manufacturing Systems with a Two-Value, Production-dependent Failure Rate.” Automatica 41 (11): 1943–1948.
  • Mokhtari, H., A. Mozdgir, and I. N. Abadi. 2012. “An Integrated Production and Maintenance Planning Model with Time Windows and Shortage Cost.” International Journal of Production Research 50: 5906–5925.
  • Najid, N. M., M. Alaoui-Selsouli, and A. Mohafid. 2011. “An Integrated Production and Maintenance Planning Model with Time Windows and Shortage Cost.” International Journal of Production Research49: 2265–2283.
  • Nesello, V., A. Subramainian, M. Bsttarra, and G. Laporte. 2018. “Exact Solution of the Single-Machine Scheduling Problem with Periodic Maintenances and Sequence-dependent Setup Times.” European Journal of Operational Research 266: 498–507.
  • Neves, M. L., L. P. Santiago, and C. A. Maia. 2011. “A Condition-Based Maintenance Policy and Input Parameters Estimation for Deteriorating Systems Under Periodic Inspection.” Computers & Industrial Engineering 61: 503–511.
  • Nourelfath, M., M. C. Fitouhi, and M. Machani. 2010. “An Integrated Model for Production and Preventive Maintenance Planning in Multi-state Systems.” IEEE Transactions on Reliability 59: 496–506.
  • Peng, H., and G. J. van Houtum. 2016. “Joint Optimization of Condition-Based Maintenance and Production Lot-Sizing.” European Journal of Operational Research 253: 94–107.
  • Regattieri, A., R. Manzini, and D. Battini. 2010. “Estimating Reliability Characteristics in the Presence of Censored Data: A Case Study in a Light Commercial Vehicle Manufacturing System.” Reliability Engineer System Safety 95: 1093–1102.
  • Shui, H. Y., X. N. Jin, and J. Ni. 2019. “Twofold Variation Propagation Modeling and Analysis for Roll-to-Roll Manufacturing Systems.” IEEE Transactions on Automation Science and Engineering 16: 599–612.
  • Sloan, T. W. 2004. “A Periodic Review Production and Maintenance Model with Random Demand, Deteriorating Equipment, and Binomial Yield.” Journal of The Operational Research Society 55 (6): 647–656.
  • Sun, H., P. K. Rao, Z. J. Kong, X. Deng, and R. Jin. 2017. “Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process.” IEEE Transactions on Automation Science and Engineering 15: 393–403.
  • Tamssaouet, K., S. Dauzère-Pèrés, and C. Yugma. 2018. “Metaheuristics for the Job-Shop Scheduling Problem with Machine Availability Constraints.” Computer & Industrial Engineering 125: 1–8.
  • Tian, W., Q. Meina, Z. Mengyi, Y. Yi, and S Hichem. 2018. “Data-Driven Prognostic Method Based on Self-Supervised Learning Approaches for Fault Detection.” Journal of Intelligent Manufacturing 31: 1611–1619.
  • Ting, W., B. Roberto, L. Andrew, and H. Qian. 2018. “A Branch-and-Price Algorithm for Scheduling of Deteriorating Jobs and Flexible Periodic Maintenance on a Single Machine.” European Journal of Operational Research 271: 826–838.
  • Xie, M., Y. Tang, and T. N. Goh. 2002. “A Modified Weibull Extension with Bathtub-shaped Failure Rate Function.” Reliability Engineering & System Safety 76: 279–285.
  • Yan, J., and D. Hua. 2010. “Energy Consumption Modeling for Machine Tools After Preventive Maintenance.” In IEEE International Conference on Industrial Engineering & Engineering Management, Macao, China. 2201–2205.
  • Yang, S. J. 2013. “Unrelated Parallel-machine Scheduling with Deterioration Effects and Deteriorating Multi-maintenance Activities for Minimizing the Total Completion Time.” Applied Mathematical Modelling 37: 2995–3005.
  • Yildirim, M. B., and F. G. Nezami. 2014. “Integrated Maintenance and Production Planning with Energy Consumption and Minimal Repair.” The International Journal of Advanced Manufacturing Technology74: 1419–1430.
  • Yu, X., Y. Zhang, and G. Steiner. 2014. “Single-machine Scheduling with Periodic Maintenance to Minimize Makespan Revisited.” Journal of Scheduling 17: 263–270.
  • Zhou, J. L., K. Cao, M. S. Chen, G. X. Zhang, J. M. Yan, and Y. Ma. 2017. “Reliability and Temperature Constrained Task Scheduling for Makespan Minimization on Heterogeneous Multi-core Platforms.” The Journal of Systems and Software 133: 1–16.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.