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Research Article

Capacity planning and production scheduling integration: improving operational efficiency via detailed modelling

, , &
Pages 7239-7261 | Received 21 May 2021, Accepted 19 Oct 2021, Published online: 14 Feb 2022

References

  • Ahmed, S., A. J. King, and G. Parija. 2003. “A Multi-Stage Stochastic Integer Programming Approach for Capacity Expansion Under Uncertainty.” Journal of Global Optimization 26 (1): 3–24.
  • Ahmed, S., and N. V. Sahinidis. 2003. “An Approximation Scheme for Stochastic Integer Programs Arising in Capacity Expansion.” Operations Research 51 (3): 461–471.
  • Aliev, R. A., B. Fazlollahi, B. G. Guirimov, and R. R. Aliev. 2007. “Fuzzy-Genetic Approach to Aggregate Production–Distribution Planning in Supply Chain Management.” Information Sciences 177 (20): 4241–4255.
  • Alp, O., and T. Tan. 2008. “Tactical Capacity Management Under Capacity Flexibility.” IIE Transactions40 (3): 221–237.
  • Angelus, A., and E. L. Porteus. 2002. “Simultaneous Capacity and Production Management of Short-Life-Cycle, Produce-to-Stock Goods Under Stochastic Demand.” Management Science 48 (3): 399–413.
  • Ashoka Varthanan, P. A., N. Murugan, and G. M. Kumar. 2012. “A Simulation Based Heuristic Discrete Particle Swarm Algorithm for Generating Integrated Production–Distribution Plan.” Applied Soft Computing 12 (9): 3034–3050.
  • Ashoka Varthanan, P., N. Murugan, and G. Mohan Kumar. 2013. “An AHP Based Heuristic DPSO Algorithm for Generating Multi Criteria Production–Distribution Plan.” Journal of Manufacturing Systems 32 (4): 632–647.
  • Barahona, F., S. Bermon, O. Günlük, and S. Hood. 2005. “Robust Capacity Planning in Semiconductor Manufacturing.” Naval Research Logistics (NRL) 52 (5): 459–468.
  • Bayram, V., F. Gzara, and S. Elhedhli. 2019. “Joint Capacity, Inventory, and Demand Allocation Decisions in Manufacturing Systems.” IISE Transactions 51 (3): 248–265.
  • Bihlmaier, R., A. Koberstein, and R. Obst. 2009. “Modeling and Optimizing of Strategic and Tactical Production Planning in the Automotive Industry Under Uncertainty.” OR Spectrum 31 (2): 311–336.
  • Boyacı, T., and Ö. Özer. 2010. “Information Acquisition for Capacity Planning Via Pricing and Advance Selling: When to Stop and Act?.” Operations Research 58 (5): 1328–1349.
  • Carvalho, A. N., F. Oliveira, and L. F. Scavarda. 2015. “Tactical Capacity Planning in a Real-World ETO Industry Case: An Action Research.” International Journal of Production Economics 167: 187–203.
  • Çatay, B., Ş. Erengüç, and A. J. Vakharia. 2003. “Tool Capacity Planning in Semiconductor Manufacturing.” Computers & Operations Research 30 (9): 1349–1366.
  • Chen, J., and C.-W. Chen. 2010. “Capacity Planning of Serial and Batch Machines with Capability Constraints for Wafer Fabrication Plants.” International Journal of Production Research 48 (11): 3207–3223.
  • Chen, J. C., Y. -C. Fan, and C. -W. Chen. 2009. “Capacity Requirements Planning for Twin Fabs of Wafer Fabrication.” International Journal of Production Research 47 (16): 4473–4496.
  • Chen, Z.-L., S. Li, and D. Tirupati. 2002. “A Scenario-based Stochastic Programming Approach for Technology and Capacity Planning.” Computers & Operations Research 29 (7): 781–806.
  • Chen, W., and Z. Wang. 2019. “Integrated Capacity Planning and Production Control of An Assembly Manufacturing System.” IEEE Transactions on Engineering Management 68 (3): 1–13.
  • Chen, T.-C. T., and Y.-C. Wang. 2021. “A Fuzzy Mid-term Capacity and Production Planning Model for a Manufacturing System with Cloud-based Capacity.” Complex & Intelligent Systems 7 (1): 71–85.
  • Chen, J.-C., K.-J. Wang, S.-M. Wang, and S.-J. Yang. 2008. “Price Negotiation for Capacity Sharing in a Two-factory Environment Using Genetic Algorithm.” International Journal of Production Research46 (7): 1847–1868.
  • Choi, B., and J. Seo. 2009. “Capacity-filtering Algorithms for Finite-capacity Planning of a Flexible Flow Line.” International Journal of Production Research 47 (12): 3363–3386.
  • Christie, R. M., and D. S. Wu. 2002. “Semiconductor Capacity Planning: Stochastic Modeling and Computational Studies.” IIE Transactions 34 (2): 131–143.
  • Dhaenens-Flipo, C., and G. Finke. 2001. “An Integrated Model for An Industrial Production-Distribution Problem.” IIE Transactions 33 (9): 705–715.
  • Dogan, K., and M. Goetschalckx. 1999. “A Primal Decomposition Method for the Integrated Design of Multi-Period Production-Distribution Systems.” IIE Transactions 31 (11): 1027–1036.
  • Eppen, G. D., R. K. Martin, and L. Schrage. 1989. “OR Practice – A Scenario Approach to Capacity Planning.” Operations Research 37 (4): 517–527.
  • Erengüç, Ş. S., N. C. Simpson, and A. J. Vakharia. 1999. “Integrated Production/Distribution Planning in Supply Chains: An Invited Review.” European Journal of Operational Research 115 (2): 219–236.
  • Esmaeilikia, M., B. Fahimnia, J. Sarkis, K. Govindan, A. Kumar, and J. Mo. 2016. “Tactical Supply Chain Planning Models with Inherent Flexibility: Definition and Review.” Annals of Operations Research 244 (2): 407–427.
  • Fahimnia, B., R. Z. Farahani, R. Marian, and L. Luong. 2013. “A Review and Critique on Integrated Production–Distribution Planning Models and Techniques.” Journal of Manufacturing Systems 32 (1): 1–19.
  • Gen, M., and A. Syarif. 2005. “Hybrid Genetic Algorithm for Multi-Time Period Production/Distribution Planning.” Computers & Industrial Engineering 48 (4): 799–809.
  • Geng, N., and Z. Jiang. 2009. “A Review on Strategic Capacity Planning for the Semiconductor Manufacturing Industry.” International Journal of Production Research 47 (13): 3639–3655.
  • Georgiadis, P., and E. Athanasiou. 2013. “Flexible Long-Term Capacity Planning in Closed-Loop Supply Chains with Remanufacturing.” European Journal of Operational Research 225 (1): 44–58.
  • Georgiadis, P., D. Vlachos, and G. Tagaras. 2006. “The Impact of Product Lifecycle on Capacity Planning of Closed-Loop Supply Chains with Remanufacturing.” Production and Operations Management 15 (4): 514–527.
  • Ghadimi, F., T. Aouam, and M. Vanhoucke. 2020. “Optimizing Production Capacity and Safety Stocks in General Acyclic Supply Chains.” Computers & Operations Research 120: 104938.
  • Ghasemi, A., R. Azzouz, G. Laipple, K. E. Kabak, and C. Heavey. 2020. “Optimizing Capacity Allocation in Semiconductor Manufacturing Photolithography Area – Case Study: Robert Bosch.” Journal of Manufacturing Systems 54: 123–137.
  • Hall, R. 1988. “Graphical Techniques for Planning Changes in Production Capacity.” International Journal of Production Research 26 (4): 675–689.
  • Hansen, K., and M. Grunow. 2015. “Modelling Ramp-up Curves to Reflect Learning: Improving Capacity Planning in Secondary Pharmaceutical Production.” International Journal of Production Research 53 (18): 5399–5417.
  • Hax, A. C., and H. C. Meal. 1973. “Hierarchical Integration of Production Planning and Scheduling”.
  • Hopp, W. J., M. L. Spearman, S. Chayet, K. L. Donohue, and E. S. Gel. 2002. “Using An Optimized Queueing Network Model to Support Wafer Fab Design.” IIE Transactions 34 (2): 119–130.
  • Hua, Z., and P. Banerjee. 2000. “Aggregate Line Capacity Design for PWB Assembly Systems.” International Journal of Production Research 38 (11): 2417–2441.
  • Huang, K., and S. Ahmed. 2009. “The Value of Multistage Stochastic Programming in Capacity Planning Under Uncertainty.” Operations Research 57 (4): 893–904.
  • Huang, H., and Z. Wang. 2010. “Solving Coupled Task Assignment and Capacity Planning Problems for a Job Shop by Using a Concurrent Genetic Algorithm.” International Journal of Production Research48 (24): 7507–7522.
  • Hwang, C., L. Fan, F. Tillman, and R. Sharma. 1970. “Optimal Production Planning and Inventory Control.” International Journal of Production Research 8 (1): 75–83.
  • Jakubovskis, A. 2017. “Flexible Production Resources and Capacity Utilization Rates: A Robust Optimization Perspective.” International Journal of Production Economics 189: 77–85.
  • Jodlbauer, H., and S. Reitner. 2012. “Material and Capacity Requirements Planning with Dynamic Lead Times.” International Journal of Production Research 50 (16): 4477–4492.
  • Julka, N., T. Baines, B. Tjahjono, P. Lendermann, and V. Vitanov. 2007. “A Review of Multi-Factor Capacity Expansion Models for Manufacturing Plants: Searching for a Holistic Decision Aid.” International Journal of Production Economics 106 (2): 607–621.
  • Kanyalkar, A. P., and G. K. Adil. 2007. “Aggregate and Detailed Production Planning Integrating Procurement and Distribution Plans in a Multi-Site Environment.” International Journal of Production Research 45 (22): 5329–5353.
  • Kanyalkar, A. P., and G. K. Adil. 2010. “A Robust Optimisation Model for Aggregate and Detailed Planning of a Multi-Site Procurement-Production-Distribution System.” International Journal of Production Research 48 (3): 635–656.
  • Karabuk, S., and S. D. Wu. 2003. “Coordinating Strategic Capacity Planning in the Semiconductor Industry.” Operations Research 51 (6): 839–849.
  • Khmelnitsky, E., and K. Kogan. 1996. “Optimal Policies for Aggregate Production and Capacity Planning Under Rapidly Changing Demand Conditions.” International Journal of Production Research 34 (7): 1929–1941.
  • Kouvelis, P., and J. M. Milner. 2002. “Supply Chain Capacity and Outsourcing Decisions: The Dynamic Interplay of Demand and Supply Uncertainty.” IIE Transactions 34 (8): 717–728.
  • Kumar, S., and D. A. Nottestad. 2009. “Flexible Capacity Design for the Focus Factory – a Case Study.” International Journal of Production Research 47 (5): 1269–1286.
  • Lee, Y. H., and S. H. Kim. 2002. “Production–Distribution Planning in Supply Chain Considering Capacity Constraints.” Computers & Industrial Engineering 43 (1-2): 169–190.
  • Li, H., and J. Meissner. 2011. “Capacitated Dynamic Lot Sizing with Capacity Acquisition.” International Journal of Production Research 49 (16): 4945–4963.
  • Li, S., and D. Tirupati. 1992. “Technology Choice and Capacity Expansion with Two Product Families: Tradeoffs Between Scale and Scope.” International Journal of Production Research 30 (4): 887–907.
  • Liu, S., and L. G. Papageorgiou. 2013. “Multiobjective Optimisation of Production, Distribution and Capacity Planning of Global Supply Chains in the Process Industry.” Omega 41 (2): 369–382.
  • Liu, J., F. Yang, H. Wan, and J. W. Fowler. 2011. “Capacity Planning Through Queueing Analysis and Simulation-based Statistical Methods: A Case Study for Semiconductor Wafer Fabs.” International Journal of Production Research 49 (15): 4573–4591.
  • Lowe, P., and J. Eguren. 1980. “The Determination of Capacity Expansion Programmes with Economies of Scale.” International Journal of Production Research 18 (3): 379–390.
  • Luss, H. 1982. “Operations Research and Capacity Expansion Problems: A Survey.” Operations Research30 (5): 907–947.
  • Manivannan, S., and C.-F. Hong. 1991. “A New Heuristic Algorithm for Capacity Planning in a Manufacturing Facility Under Learning.” International Journal of Production Research 29 (7): 1437–1452.
  • Mariel, K., and S. Minner. 2015. “Strategic Capacity Planning in Automotive Production Networks Under Duties and Duty Drawbacks.” International Journal of Production Economics 170: 687–700.
  • Martínez-Costa, C., M. Mas-Machuca, E. Benedito, and A. Corominas. 2014. “A Review of Mathematical Programming Models for Strategic Capacity Planning in Manufacturing.” International Journal of Production Economics 153: 66–85.
  • Melchiors, P., R. Leus, S. Creemers, and R. Kolisch. 2018. “Dynamic Order Acceptance and Capacity Planning in a Stochastic Multi-project Environment with a Bottleneck Resource.” International Journal of Production Research 56 (1–2): 459–475.
  • Merzifonluoğlu, Y., J. Geunes, and H. E. Romeijn. 2007. “Integrated Capacity, Demand, and Production Planning with Subcontracting and Overtime Options.” Naval Research Logistics (NRL) 54 (4): 433–447.
  • Meyer, R., and A. Muijen. 1966. “The Production Planning of Many-product Assembly Operations.” International Journal of Production Research 5 (1): 61–80.
  • Mincsovics, G., T. Tan, and O. Alp. 2009. “Integrated Capacity and Inventory Management with Capacity Acquisition Lead Times.” European Journal of Operational Research 196 (3): 949–958.
  • Mishra, B. K., A. Prasad, D. Srinivasan, and M. ElHafsi. 2017. “Pricing and Capacity Planning for Product-line Expansion and Reduction.” International Journal of Production Research 55 (18): 5502–5519.
  • Mula, J., D. Peidro, M. Díaz-Madroñero, and E. Vicens. 2010. “Mathematical Programming Models for Supply Chain Production and Transport Planning.” European Journal of Operational Research 204 (3): 377–390.
  • Mula, J., R. Poler, and J. P. Garcia-Sabater. 2008. “Capacity and Material Requirement Planning Modelling by Comparing Deterministic and Fuzzy Models.” International Journal of Production Research 46 (20): 5589–5606.
  • Negri Da Silva, C., and R. Morabito. 2009. “Performance Evaluation and Capacity Planning in a Metallurgical Job-shop System Using Open Queueing Network Models.” International Journal of Production Research 47 (23): 6589–6609.
  • Nicholson, T. A. J., and R. D. Pullen. 1971. “A Linear Programming Model for Integrating the Annual Planning of Production and Marketing.” International Journal of Production Research 9 (3): 361–369.
  • Pac, M. F., O. Alp, and T. Tan. 2009. “Integrated Workforce Capacity and Inventory Management Under Labour Supply Uncertainty.” International Journal of Production Research 47 (15): 4281–4304.
  • Pangburn, M. S., and S. Sundaresan. 2009. “Capacity Decisions for High-Tech Products with Obsolescence.” European Journal of Operational Research 197 (1): 102–111.
  • Paraskevopoulos, D., E. Karakitsos, and B. Rustem. 1991. “Robust Capacity Planning Under Uncertainty.” Management Science 37 (7): 787–800.
  • Pimentel, B. S., G. R. Mateus, and F. A. Almeida. 2011. “Stochastic Capacity Planning in a Global Mining Supply Chain.” In 2011 IEEE Workshop On Computational Intelligence In Production And Logistics Systems (CIPLS), 1–8.
  • Pimentel, B. S., G. R. Mateus, and F. A. Almeida. 2013. “Stochastic Capacity Planning and Dynamic Network Design.” International Journal of Production Economics 145 (1): 139–149.
  • Rapine, C., B. Penz, C. Gicquel, and A. Akbalik. 2018. “Capacity Acquisition for the Single-Item Lot Sizing Problem Under Energy Constraints.” Omega 81: 112–122.
  • Reddy, K. N., and A. Kumar. 2021. “Capacity Investment and Inventory Planning for a Hybrid Manufacturing–remanufacturing System in the Circular Economy.” International Journal of Production Research 59 (8): 2450–2478.
  • Sarmiento, S. M., and R. Nagi. 1999. “A Review of Integrated Analysis of Production-Distribution Systems.” IIE Transactions 31 (11): 1061–1074.
  • Siess, J., H. Gold, and T. Ponsignon. 2020. “Modelling and Mathematical Optimization for Capacity Planning of a Semiconductor Wafer Test Module.” In 2020 Winter Simulation Conference (WSC), 1910–1920.
  • Siha, S., and C. Das. 1996. “A Model for the Optimal Timing and Sizing of Capacity Increments for Single-location Facilities.” International Journal of Production Research 34 (1): 273–284.
  • Sillekens, T., A. Koberstein, and L. Suhl. 2011. “Aggregate Production Planning in the Automotive Industry with Special Consideration of Workforce Flexibility.” International Journal of Production Research 49 (17): 5055–5078.
  • Singh, K. J., A. B. Philpott, and R. K. Wood. 2009. “Dantzig-Wolfe Decomposition for Solving Multistage Stochastic Capacity-Planning Problems.” Operations Research 57 (5): 1271–1286.
  • Stephan, H. A., T. Gschwind, and S. Minner. 2010. “Manufacturing Capacity Planning and the Value of Multi-stage Stochastic Programming Under Markovian Demand.” Flexible Services and Manufacturing Journal 22 (3): 143–162.
  • Teerasoponpong, S., and A. Sopadang. 2021. “A Simulation-optimization Approach for Adaptive Manufacturing Capacity Planning in Small and Medium-sized Enterprises.” Expert Systems with Applications 168: 114451.
  • Thürer, M., and M. Stevenson. 2020. “The Use of Finite Loading to Guide Short-term Capacity Adjustments in Make-to-order Job Shops: An Assessment by Simulation.” International Journal of Production Research 58 (12): 3554–3569.
  • Truong, V.-A., and R. O. Roundy. 2011. “Multidimensional Approximation Algorithms for Capacity-Expansion Problems.” Operations Research 59 (2): 313–327.
  • Tsai, D.-M., and M.-J. Yao. 1993. “A Line-balance-based Capacity Planning Procedure for Series-type Robotic Assembly Line.” International Journal of Production Research 31 (8): 1901–1920.
  • Tu, Y.-M., and H.-N. Chen. 2009. “Capacity Planning with Sequential Two-level Time Constraints in the Back-end Process of Wafer Fabrication.” International Journal of Production Research 47 (24): 6967–6979.
  • Tu, Y.-M., and C.-L. Chen. 2011. “Model to Determine the Capacity of Wafer Fabrications for Batch-serial Processes with Time Constraints.” International Journal of Production Research 49 (10): 2907–2923.
  • Van Mieghem, J. A. 2003. “Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments.” Manufacturing & Service Operations Management 5 (4): 269–302.
  • Vidal, C. J., and M. Goetschalckx. 1997. “Strategic Production-Distribution Models: A Critical Review with Emphasis on Global Supply Chain Models.” European Journal of Operational Research 98 (1): 1–18.
  • Wang, W., M. E. Ferguson, S. Hu, and G. C. Souza. 2013. “Dynamic Capacity Investment with Two Competing Technologies.” Manufacturing & Service Operations Management 15 (4): 616–629.
  • Wu, C.-H., and Y.-T. Chuang. 2010. “An Innovative Approach for Strategic Capacity Portfolio Planning Under Uncertainties.” European Journal of Operational Research 207 (2): 1002–1013.
  • Wu, S. D., M. Erkoc, and S. Karabuk. 2005. “Managing Capacity in the High-Tech Industry: A Review of Literature.” The Engineering Economist 50 (2): 125–158.
  • Ye, Q., and I. Duenyas. 2007. “Optimal Capacity Investment Decisions with Two-Sided Fixed-Capacity Adjustment Costs.” Operations Research 55 (2): 272–283.
  • Yusupova, N., D. Rizvanov, and E. Chernyshev. 2020. “Evaluation of the Effectiveness of the Multi-Agent Approach for Capacity Planning.” In 2020 International Conference on Electrotechnical Complexes and Systems (ICOECS), 1–6.
  • Zhang, R., L. Zhang, Y. Xiao, and I. Kaku. 2012. “The Activity-based Aggregate Production Planning with Capacity Expansion in Manufacturing Systems.” Computers & Industrial Engineering 62 (2): 491–503.
  • Zhao, S., W. B. Haskell, and M.-A. Cardin. 2018. “Decision Rule-Based Method for Flexible Multi-Facility Capacity Expansion Problem.” IISE Transactions 50 (7): 553–569.
  • Zobolas, G. I., C. D. Tarantilis, and G. Ioannou. 2008. “Extending Capacity Planning by Positive Lead Times and Optional Overtime, Earliness and Tardiness for Effective Master Production Scheduling.” International Journal of Production Research 46 (12): 3359–3386.

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