Predictive maintenance scheduling with reliability characteristics depending on the phase of the machine life cycle

References

• Bajestani, M. A., D. Banjevic, and J. Ch. Beck. 2014. “Integrated Maintenance Planning and Production Scheduling with Markovian Deteriorating Machine Conditions.” International Journal of Production Research 52 (24): 7377–7400. doi: 10.1080/00207543.2014.931609
   Web of Science ®Google Scholar
• Bali, N., and H. Labdelaoui. 2015. “Optimal Generator Maintenance Scheduling Using a Hybrid Metaheuristic Approach.” International Journal of Computational Intelligence and Applications 14 (2): 1550011. doi: 10.1142/S146902681550011X
   Web of Science ®Google Scholar
• Coro, A., M. Abasolo, J. Aguirrebeitia, and L. N. Lopez de Lacalle. 2019. “Inspection Scheduling Based on Reliability Updating of Gas Turbine Welded Structures.” Advances in Mechanical Engineering II (I): 1–20.
   Google Scholar
• Coro, A., L. M. Macareno, J. Aguirrebeitia, and L. N. Lopez de Lacalle. 2019. “A Methodology to Evaluate the Reliability Impact of the Replacement of Welded Components by Additive Manufacturing Spare Parts.” Metals 9: 932–951. doi: 10.3390/met9090932
   Web of Science ®Google Scholar
• Cui, W., Z. Lu, Ch Li, and X. Han. 2018. “A Proactive Approach to Solve Integrated Production Scheduling and Maintenance Planning Problem in Flow Shops.” Computers & Industrial Engineering 115: 342–353. doi: 10.1016/j.cie.2017.11.020
   Web of Science ®Google Scholar
• Ćwikła, G., D. Krenczyk, A. Kampa, and G. Gołda. 2015. “Application of the MIAS Methodology in Design of the Data Acquisition System for Wastewater Treatment Plant.” IOP Conference Series: Materials Science and Engineering 95: 012153. doi: 10.1088/1757-899X/95/1/012153
   Google Scholar
• Duenas, A., and D. Petrovic. 2008. “An Approach to Predictive-Reactive Scheduling of Parallel Machines Subject to Disruptions.” Annals of Operations Research 159: 65–82. doi: 10.1007/s10479-007-0280-3
   Web of Science ®Google Scholar
• Goren, S., and I. Sabuncuoglu. 2008. “Robustness and Stability Measures for Scheduling: Single-Machine Environment.” IIE Transactions 40: 66–83. doi: 10.1080/07408170701283198
   Web of Science ®Google Scholar
• Hossain, A. M., and G. Huerta. 2016. “Bayesian Estimation and Prediction for the Maxwell Failure Distribution Based on Type II Censored Data.” Open Journal of Statistics 6: 49–60. doi: 10.4236/ojs.2016.61007
   Google Scholar
• Kamrul, Hasan S. M., R. Sarker, and D. Essam. 2011. “Genetic Algorithm for Job-Shop Scheduling with Machine Unavailability and Breakdowns.” International Journal of Production Research 49 (16): 4999–5015. doi: 10.1080/00207543.2010.495088
   Web of Science ®Google Scholar
• Kempa, W. M., I. Paprocka, K. Kalinowski, and C. Grabowik. 2013. “Estimation of Reliability Characteristics in a Production Scheduling Model with Failures and Time-Changing Parameters Described by Gamma and Exponential Distributions.” Advanced Materials Research 837: 116–121. doi: 10.4028/www.scientific.net/AMR.837.116
   Google Scholar
• Kempa, W. M., I. Wosik, and B. Skołud. 2011. “Estimation of Reliability Characteristics in a Production Scheduling Model with Time-Changing Parameters—First Part, Theory.” Management and Control of Manufacturing Processes: 7–18, Lublin.
   Google Scholar
• Kopocinski, B. 1973. An Outline of the Renewal and Reliability Theory. Warsaw: Polish Scientific Publisher (in Polish).
   Google Scholar
• Lei, D. 2011. “Scheduling Fuzzy Job Shop with Preventive Maintenance Through Swarm-Based Neighbourhood Search.” The International Journal of Advanced Manufacturing Technology 54: 1121–1128. doi: 10.1007/s00170-010-2989-4
   Web of Science ®Google Scholar
• Leon, V. J., S. D. Wu, and R. H. Storer. 1994. “Robustness Measures and Robust Scheduling for Job Shops.” IIE Transactions 26: 32–43. doi: 10.1080/07408179408966626
   Web of Science ®Google Scholar
• Lin, J. T. 1989. “Approximating the Normal Tail Probability and Its Inverse for Use on a Pocket-Calculator.” Applied Statistics 38: 69–70. doi: 10.2307/2347681
   Web of Science ®Google Scholar
• Lu, Z., W. Cui, and X. Han. 2015. “Integrated Production and Preventive Maintenance Scheduling for a Single Machine with Failure Uncertainty.” Computers & Industrial Engineering 80: 236–244. doi: 10.1016/j.cie.2014.12.017
   Web of Science ®Google Scholar
• Lui, L., G. Han-yu, and X. Yu-geng. 2007. “Robust and Stable Scheduling of a Single Machine with Random Machine Breakdowns.” The International Journal of Advanced Manufacturing Technology 31: 645–656.
   Web of Science ®Google Scholar
• McKay, K. N., F. R. Safayeni, and J. A. Buzacott. 1989. “The Scheduler’s Knowledge of Uncertainty: The Missing Link.” In Knowledge-Based Production Management Systems, edited by J. Browne, 171–189. Amsterdam, The Netherlands: Elsevier.
   Google Scholar
• Mokhtari, H., and M. Dadgar. 2015. “Scheduling Optimization of a Stochastic Flexible Job-Shop System with Time-Varying Machine Failure Rate.” Computer & Operation Research 61: 31–45. doi: 10.1016/j.cor.2015.02.014
   Web of Science ®Google Scholar
• Mokhtari, H., A. Mozdgir, and I. N. K. Abadi. 2012. “A Reliability/Availability Approach to Joint Production and Maintenance Scheduling with Multiple Preventive Maintenance Services.” International Journal of Production Research 50 (20): 5906–5925. doi: 10.1080/00207543.2011.637092
   Web of Science ®Google Scholar
• Paprocka, I. 2019. “The Model of Maintenance Planning and Production Scheduling for Maximising Robustness.” International Journal of Production Research 57 (14): 4480–4501. doi: 10.1080/00207543.2018.1492752
   Web of Science ®Google Scholar
• Paprocka, I., and B. Skołud. 2017. “A Hybrid Multi-objective Immune Algorithm for Predictive and Reactive Scheduling.” Journal of Scheduling 20 (2): 165–182. doi: 10.1007/s10951-016-0494-9
   Web of Science ®Google Scholar
• Qinming, L., D. Ming, F. F. Chen, L. Wenyuan, and Y. Chunming. 2019. “Single-Machine-Based Joint Optimisation of Predictive Maintenance Planning and Production Scheduling.” Robotics and Computer Integrated Manufacturing 55: 173–182. doi: 10.1016/j.rcim.2018.09.007
   Web of Science ®Google Scholar
• Tyagi, R. K., and S. K. Battacharya. 1989a. “Bayes Estimation of the Maxwell’s Velocity Distribution Function.” Statistica 4: 563–567.
   Google Scholar
• Tyagi, R. K., and S. K. Battacharya. 1989b. “A Note on the MVU Estimation of the Maxwell’s Failure Distribution Function.” Estadistica 41: 73–79.
   Google Scholar
• Xia, T., X. Jin, L. Xi, and J. Ni. 2015. “Production-Driven Opportunistic Maintenance for Batch Production Based on MAM-APB Scheduling.” European Journal of Operational Research 240: 781–790. doi: 10.1016/j.ejor.2014.08.004
   Web of Science ®Google Scholar
• Zhang, L., L. Gao, and X. Li. 2013. “A Hybrid Genetic Algorithm and Tabu Search for a Multi-objective Dynamic Job Shop Scheduling Problem.” International Journal of Production Research 51 (12): 3516–3531. doi: 10.1080/00207543.2012.751509
   Web of Science ®Google Scholar