Ramp-up planning for aircraft assembly production considering learning effect
China’s commercial aircraft manufacturing is entering into the ramp-up phase during which the cycle time is accelerated. This paper studies the production ramp-up planning problem for an aircraft final assembly line considering learning effect. The decision is to determine the cycle time acceleratio...
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| Published in: | Computers & industrial engineering Vol. 208; p. 111336 |
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| Main Authors: | , |
| Format: | Journal Article |
| Language: | English |
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01.10.2025
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| ISSN: | 0360-8352 |
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| Abstract | China’s commercial aircraft manufacturing is entering into the ramp-up phase during which the cycle time is accelerated. This paper studies the production ramp-up planning problem for an aircraft final assembly line considering learning effect. The decision is to determine the cycle time acceleration strategy, with the objective to guarantee the production efficiency of the assembly line in the ramp-up phase. A mixed-integer linear programming model that incorporates a Gauss-DeJong learning curve is developed to formulate the problem. Variable bounds and valid cuts are tailored to enhance the model. An exact solution approach based on a logic-based Benders decomposition algorithm is proposed to solve the problem. Comparative experiments reveal a significant improvement in computational performance of the proposed approach compared to the commercial solver. Managerial insights are discussed by addressing the real aircraft final assembly line.
•Study the ramp-up planning problem for aircraft assembly considering learning effect.•A model is used to determine when and how much to adjust the production cycle time.•Some enhanced modeling strategies and a decomposition algorithm is proposed.•Algorithm performance and managerial insights are discussed by solving a real problem. |
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| AbstractList | China’s commercial aircraft manufacturing is entering into the ramp-up phase during which the cycle time is accelerated. This paper studies the production ramp-up planning problem for an aircraft final assembly line considering learning effect. The decision is to determine the cycle time acceleration strategy, with the objective to guarantee the production efficiency of the assembly line in the ramp-up phase. A mixed-integer linear programming model that incorporates a Gauss-DeJong learning curve is developed to formulate the problem. Variable bounds and valid cuts are tailored to enhance the model. An exact solution approach based on a logic-based Benders decomposition algorithm is proposed to solve the problem. Comparative experiments reveal a significant improvement in computational performance of the proposed approach compared to the commercial solver. Managerial insights are discussed by addressing the real aircraft final assembly line.
•Study the ramp-up planning problem for aircraft assembly considering learning effect.•A model is used to determine when and how much to adjust the production cycle time.•Some enhanced modeling strategies and a decomposition algorithm is proposed.•Algorithm performance and managerial insights are discussed by solving a real problem. |
| ArticleNumber | 111336 |
| Author | Bao, Zhongkai Chen, Lu |
| Author_xml | – sequence: 1 givenname: Zhongkai orcidid: 0000-0003-0604-4509 surname: Bao fullname: Bao, Zhongkai email: b18321889254@163.com – sequence: 2 givenname: Lu orcidid: 0000-0001-7163-7031 surname: Chen fullname: Chen, Lu email: chenlu@sjtu.edu.cn |
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| Cites_doi | 10.1007/s00170-016-9014-5 10.1080/00207543.2020.1798034 10.1007/s10107-003-0375-9 10.1108/AA-08-2016-086 10.1016/j.cie.2017.03.034 10.1016/j.cie.2018.02.037 10.1109/TSMC.2013.2294155 10.1080/24725854.2022.2124470 10.1371/journal.pone.0185364 10.1016/j.cie.2023.109542 10.1080/00207543.2011.616549 10.1016/j.cie.2024.110397 10.1109/ACCESS.2022.3194658 10.1016/j.ifacol.2018.08.429 10.1080/00207543.2017.1346316 10.1016/j.cirpj.2018.07.001 10.1080/00207543.2014.910618 10.1016/j.ejor.2022.02.043 10.1287/ijoc.2020.1015 10.1108/01445151011061163 10.1016/j.procir.2015.12.130 10.1016/j.apm.2007.10.007 10.1080/00207543.2016.1193252 10.2514/8.155 10.1080/00207543.2015.1064185 10.1002/nav.21886 10.1016/j.cie.2023.109390 10.1080/00207543.2014.998788 10.1007/s10845-013-0839-6 10.1016/j.cie.2018.10.030 10.1016/j.ejor.2013.02.051 10.1016/j.ijpe.2012.03.013 10.1007/s00170-014-6658-x 10.1080/09537287.2013.817624 10.1016/j.cie.2020.106621 10.1016/j.jmsy.2024.09.020 10.1016/j.jmsy.2024.07.001 10.1016/j.ijpe.2018.01.029 10.1016/j.ijpe.2016.07.008 |
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| Keywords | Aircraft final assembly line Learning effect Logic-based benders decomposition Ramp-up planning |
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| References | Wochner, Grunow, Staeblein, Stolletz (b34) 2016; 182 Glock, Grosse, Jaber, Smunt (b9) 2019; 131 Meisel, Glock (b23) 2018; 198 Doltsinis, Ratchev, Lohse (b7) 2013; 229 Scrimieri, Oates, Ratchev (b27) 2015; 26 Hooker, Ottosson (b13) 2003; 96 Shadlou, Ranjbar, Salari (b28) 2023; 183 Dobrovoczki, Kovács, Sakata, Tsutsumi (b5) 2024; 77 Toksarı, İşleyen, Güner, Baykoç (b31) 2008; 32 Colledani, Tolio, Yemane (b4) 2018; 23 Wright (b35) 1936; 3 Becker, Stolletz, Stäblein (b1) 2017; 55 Bongers (b2) 2017; 12 Hottenrott, Schiffer, Grunow (b14) 2023; 55 Caggiano, Marzano, Teti (b3) 2016; 41 Surbier, Alpan, Blanco (b30) 2014; 25 Glock, Jaber, Zolfaghari (b10) 2012; 50 Peltokorpi, Jaber (b25) 2020; 146 Wang, Ai, Deng, Shen, Hong (b33) 2020; 67 Kim (b16) 2018; 118 Koltai, Kalló (b18) 2017; 111 Glock, Grosse (b8) 2015; 53 Hansen, Grunow (b12) 2015; 53 Li, Boucher (b21) 2017; 88 Toksarı, İşleyen, Güner, Faruk Baykoç (b32) 2010; 30 Jeong, Glock, Kim (b15) 2023; 182 Leutwiler, Corman (b19) 2022; 303 Otto, Otto (b24) 2014; 52 Hamta, Ghomi, Jolai, Shirazi (b11) 2013; 141 Xu, Zhang, Sun, Chen, Qin, Lv, Zhang (b38) 2024; 76 Zohali, Naderi, Roshanaei (b39) 2022; 34 Li (b20) 2017; 55 Xin, Li, Yu, Zhang (b36) 2015; 78 Soroushnia, Alinaghian, Malekahmadi (b29) 2024; 194 Doltsinis, Ferreira, Lohse (b6) 2014; 44 Xin, Li, Yu, Zhang (b37) 2017; 38 Pérez-Wheelock, Ou, Yenradee, Huynh (b26) 2022; 10 Kim, Glock, Emde (b17) 2021; 59 Lolli, Balugani, Gamberini, Rimini, Rossi (b22) 2018; 51 Doltsinis (10.1016/j.cie.2025.111336_b7) 2013; 229 Hamta (10.1016/j.cie.2025.111336_b11) 2013; 141 Lolli (10.1016/j.cie.2025.111336_b22) 2018; 51 Colledani (10.1016/j.cie.2025.111336_b4) 2018; 23 Becker (10.1016/j.cie.2025.111336_b1) 2017; 55 Doltsinis (10.1016/j.cie.2025.111336_b6) 2014; 44 Toksarı (10.1016/j.cie.2025.111336_b32) 2010; 30 Jeong (10.1016/j.cie.2025.111336_b15) 2023; 182 Hooker (10.1016/j.cie.2025.111336_b13) 2003; 96 Peltokorpi (10.1016/j.cie.2025.111336_b25) 2020; 146 Xu (10.1016/j.cie.2025.111336_b38) 2024; 76 Hottenrott (10.1016/j.cie.2025.111336_b14) 2023; 55 Li (10.1016/j.cie.2025.111336_b20) 2017; 55 Hansen (10.1016/j.cie.2025.111336_b12) 2015; 53 Kim (10.1016/j.cie.2025.111336_b17) 2021; 59 Koltai (10.1016/j.cie.2025.111336_b18) 2017; 111 Otto (10.1016/j.cie.2025.111336_b24) 2014; 52 Wang (10.1016/j.cie.2025.111336_b33) 2020; 67 Li (10.1016/j.cie.2025.111336_b21) 2017; 88 Caggiano (10.1016/j.cie.2025.111336_b3) 2016; 41 Scrimieri (10.1016/j.cie.2025.111336_b27) 2015; 26 Bongers (10.1016/j.cie.2025.111336_b2) 2017; 12 Glock (10.1016/j.cie.2025.111336_b8) 2015; 53 Leutwiler (10.1016/j.cie.2025.111336_b19) 2022; 303 Dobrovoczki (10.1016/j.cie.2025.111336_b5) 2024; 77 Toksarı (10.1016/j.cie.2025.111336_b31) 2008; 32 Zohali (10.1016/j.cie.2025.111336_b39) 2022; 34 Glock (10.1016/j.cie.2025.111336_b10) 2012; 50 Pérez-Wheelock (10.1016/j.cie.2025.111336_b26) 2022; 10 Glock (10.1016/j.cie.2025.111336_b9) 2019; 131 Surbier (10.1016/j.cie.2025.111336_b30) 2014; 25 Xin (10.1016/j.cie.2025.111336_b37) 2017; 38 Meisel (10.1016/j.cie.2025.111336_b23) 2018; 198 Shadlou (10.1016/j.cie.2025.111336_b28) 2023; 183 Kim (10.1016/j.cie.2025.111336_b16) 2018; 118 Soroushnia (10.1016/j.cie.2025.111336_b29) 2024; 194 Wochner (10.1016/j.cie.2025.111336_b34) 2016; 182 Wright (10.1016/j.cie.2025.111336_b35) 1936; 3 Xin (10.1016/j.cie.2025.111336_b36) 2015; 78 |
| References_xml | – volume: 182 start-page: 372 year: 2016 end-page: 383 ident: b34 article-title: Planning for ramp-ups and new product introductions in the automotive industry: Extending sales and operations planning publication-title: International Journal of Production Economics – volume: 12 year: 2017 ident: b2 article-title: Learning and forgetting in the jet fighter aircraft industry publication-title: Plos One – volume: 96 start-page: 33 year: 2003 end-page: 60 ident: b13 article-title: Logic-based benders decomposition publication-title: Mathematical Programming – volume: 52 start-page: 7193 year: 2014 end-page: 7208 ident: b24 article-title: Extending assembly line balancing problem by incorporating learning effects publication-title: International Journal of Production Research – volume: 41 start-page: 236 year: 2016 end-page: 241 ident: b3 article-title: Resource efficient configuration of an aircraft assembly line publication-title: Procedia CIRP – volume: 38 start-page: 20 year: 2017 end-page: 25 ident: b37 article-title: Analysis of chaotic dynamics for aircraft assembly lines publication-title: Assembly Automation – volume: 53 start-page: 5399 year: 2015 end-page: 5417 ident: b12 article-title: Modelling ramp-up curves to reflect learning: improving capacity planning in secondary pharmaceutical production publication-title: International Journal of Production Research – volume: 10 start-page: 80300 year: 2022 end-page: 80320 ident: b26 article-title: A demand-driven model for reallocating workers in assembly lines publication-title: IEEE Access – volume: 30 start-page: 268 year: 2010 end-page: 275 ident: b32 article-title: Simple assembly line balancing problem under the combinations of the effects of learning and deterioration publication-title: Assembly Automation – volume: 55 start-page: 7334 year: 2017 end-page: 7355 ident: b20 article-title: The type-II assembly line rebalancing problem considering stochastic task learning publication-title: International Journal of Production Research – volume: 183 year: 2023 ident: b28 article-title: A logic-based benders decomposition algorithm for a repair crew routing and drone scheduling problem after a natural disaster publication-title: Computers & Industrial Engineering – volume: 118 start-page: 138 year: 2018 end-page: 152 ident: b16 article-title: An integrated model for production and batch shipments for ramp-up production publication-title: Computers & Industrial Engineering – volume: 76 start-page: 222 year: 2024 end-page: 233 ident: b38 article-title: A fast ramp-up framework for wafer yield improvement in semiconductor manufacturing systems publication-title: Journal of Manufacturing Systems – volume: 303 start-page: 525 year: 2022 end-page: 540 ident: b19 article-title: A logic-based benders decomposition for microscopic railway timetable planning publication-title: European Journal of Operational Research – volume: 25 start-page: 1264 year: 2014 end-page: 1286 ident: b30 article-title: A comparative study on production ramp-up: state-of-the- art and new challenges publication-title: Production Planning and Control – volume: 131 start-page: 422 year: 2019 end-page: 441 ident: b9 article-title: Applications of learning curves in production and operations management: A systematic literature review publication-title: Computers & Industrial Engineering – volume: 146 year: 2020 ident: b25 article-title: A group learning curve model with motor, cognitive and waste elements publication-title: Computers & Industrial Engineering – volume: 53 start-page: 6637 year: 2015 end-page: 6651 ident: b8 article-title: Decision support models for production ramp-up: a systematic literature review publication-title: International Journal of Production Research – volume: 67 start-page: 685 year: 2020 end-page: 704 ident: b33 article-title: Optimal production ramp-up in the smartphone manufacturing industry publication-title: Naval Research Logistics – volume: 3 start-page: 122 year: 1936 end-page: 128 ident: b35 article-title: Factors affecting the cost of airplanes publication-title: Journal of the Aeronautical Sciences – volume: 141 start-page: 99 year: 2013 end-page: 111 ident: b11 article-title: A hybrid PSO algorithm for a multi-objective assembly line balancing problem with flexible operation times, sequence-dependent setup times and learning effect publication-title: International Journal of Production Economics – volume: 77 start-page: 384 year: 2024 end-page: 397 ident: b5 article-title: Integrated system configuration and layout planning for flexible manufacturing systems publication-title: Journal of Manufacturing Systems – volume: 34 start-page: 315 year: 2022 end-page: 332 ident: b39 article-title: Solving the type-2 assembly line balancing with setups using logic-based benders decomposition publication-title: INFORMS Journal on Computing – volume: 55 start-page: 59 year: 2017 end-page: 78 ident: b1 article-title: Strategic ramp-up planning in automotive production networks publication-title: International Journal of Production Research – volume: 32 start-page: 2954 year: 2008 end-page: 2961 ident: b31 article-title: Simple and U-type assembly line balancing problems with a learning effect publication-title: Applied Mathematical Modelling – volume: 50 start-page: 5707 year: 2012 end-page: 5718 ident: b10 article-title: Production planning for a ramp-up process with learning in production and growth in demand publication-title: International Journal of Production Research – volume: 59 start-page: 6002 year: 2021 end-page: 6021 ident: b17 article-title: Production planning for a ramp-up process in a multi-stage production system with worker learning and growth in demand publication-title: International Journal of Production Research – volume: 88 start-page: 3089 year: 2017 end-page: 3097 ident: b21 article-title: Assembly line balancing problem with task learning and dynamic task reassignment publication-title: International Journal of Advanced Manufacturing Technology – volume: 44 start-page: 1125 year: 2014 end-page: 1138 ident: b6 article-title: An MDP model-based reinforcement learning approach for production station ramp-up optimization: Q-learning analysis publication-title: IEEE Transactions on Systems, Man, and Cybernetics: Systems – volume: 23 start-page: 197 year: 2018 end-page: 206 ident: b4 article-title: Production quality improvement during manufacturing systems ramp-up publication-title: CIRP Journal of Manufacturing Science and Technology – volume: 229 start-page: 85 year: 2013 end-page: 94 ident: b7 article-title: A framework for performance measurement during production ramp-up of assembly stations publication-title: European Journal of Operational Research – volume: 26 start-page: 1063 year: 2015 end-page: 1076 ident: b27 article-title: Learning and reuse of engineering ramp-up strategies for modular assembly systems publication-title: Journal of Intelligent Manufacturing – volume: 198 start-page: 60 year: 2018 end-page: 69 ident: b23 article-title: Self-induced learning vs. project-based supplier development for production ramp-up with two supply options publication-title: International Journal of Production Economics – volume: 111 start-page: 507 year: 2017 end-page: 515 ident: b18 article-title: Analysis of the effect of learning on the throughput-time in simple assembly lines publication-title: Computers & Industrial Engineering – volume: 55 start-page: 1144 year: 2023 end-page: 1159 ident: b14 article-title: Flexible assembly layouts in smart manufacturing: An impact assessment for the automotive industry publication-title: IISE Transactions – volume: 51 start-page: 1186 year: 2018 end-page: 1191 ident: b22 article-title: A human-machine learning curve for stochastic assembly line balancing problems publication-title: IFAC-PapersOnLine – volume: 182 year: 2023 ident: b15 article-title: Ramp-up planning for alternative product portfolios in a multi-product-multi-stage production system publication-title: Computers & Industrial Engineering – volume: 78 start-page: 211 year: 2015 end-page: 220 ident: b36 article-title: A multi-factor revision based analysis of the personnel operational capacity of aircraft assembly lines publication-title: International Journal of Advanced Manufacturing Technology – volume: 194 year: 2024 ident: b29 article-title: An accelerated benders decomposition algorithm for the integrated storage space assignment, berth allocation, and yard crane deployment problem publication-title: Computers & Industrial Engineering – volume: 88 start-page: 3089 year: 2017 ident: 10.1016/j.cie.2025.111336_b21 article-title: Assembly line balancing problem with task learning and dynamic task reassignment publication-title: International Journal of Advanced Manufacturing Technology doi: 10.1007/s00170-016-9014-5 – volume: 59 start-page: 6002 issue: 19 year: 2021 ident: 10.1016/j.cie.2025.111336_b17 article-title: Production planning for a ramp-up process in a multi-stage production system with worker learning and growth in demand publication-title: International Journal of Production Research doi: 10.1080/00207543.2020.1798034 – volume: 96 start-page: 33 issue: 1 year: 2003 ident: 10.1016/j.cie.2025.111336_b13 article-title: Logic-based benders decomposition publication-title: Mathematical Programming doi: 10.1007/s10107-003-0375-9 – volume: 38 start-page: 20 issue: 1 year: 2017 ident: 10.1016/j.cie.2025.111336_b37 article-title: Analysis of chaotic dynamics for aircraft assembly lines publication-title: Assembly Automation doi: 10.1108/AA-08-2016-086 – volume: 111 start-page: 507 year: 2017 ident: 10.1016/j.cie.2025.111336_b18 article-title: Analysis of the effect of learning on the throughput-time in simple assembly lines publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2017.03.034 – volume: 118 start-page: 138 year: 2018 ident: 10.1016/j.cie.2025.111336_b16 article-title: An integrated model for production and batch shipments for ramp-up production publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2018.02.037 – volume: 44 start-page: 1125 issue: 9 year: 2014 ident: 10.1016/j.cie.2025.111336_b6 article-title: An MDP model-based reinforcement learning approach for production station ramp-up optimization: Q-learning analysis publication-title: IEEE Transactions on Systems, Man, and Cybernetics: Systems doi: 10.1109/TSMC.2013.2294155 – volume: 55 start-page: 1144 issue: 11 year: 2023 ident: 10.1016/j.cie.2025.111336_b14 article-title: Flexible assembly layouts in smart manufacturing: An impact assessment for the automotive industry publication-title: IISE Transactions doi: 10.1080/24725854.2022.2124470 – volume: 12 issue: 9 year: 2017 ident: 10.1016/j.cie.2025.111336_b2 article-title: Learning and forgetting in the jet fighter aircraft industry publication-title: Plos One doi: 10.1371/journal.pone.0185364 – volume: 183 year: 2023 ident: 10.1016/j.cie.2025.111336_b28 article-title: A logic-based benders decomposition algorithm for a repair crew routing and drone scheduling problem after a natural disaster publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2023.109542 – volume: 50 start-page: 5707 issue: 20 year: 2012 ident: 10.1016/j.cie.2025.111336_b10 article-title: Production planning for a ramp-up process with learning in production and growth in demand publication-title: International Journal of Production Research doi: 10.1080/00207543.2011.616549 – volume: 194 year: 2024 ident: 10.1016/j.cie.2025.111336_b29 article-title: An accelerated benders decomposition algorithm for the integrated storage space assignment, berth allocation, and yard crane deployment problem publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2024.110397 – volume: 10 start-page: 80300 year: 2022 ident: 10.1016/j.cie.2025.111336_b26 article-title: A demand-driven model for reallocating workers in assembly lines publication-title: IEEE Access doi: 10.1109/ACCESS.2022.3194658 – volume: 51 start-page: 1186 issue: 11 year: 2018 ident: 10.1016/j.cie.2025.111336_b22 article-title: A human-machine learning curve for stochastic assembly line balancing problems publication-title: IFAC-PapersOnLine doi: 10.1016/j.ifacol.2018.08.429 – volume: 55 start-page: 7334 issue: 24 year: 2017 ident: 10.1016/j.cie.2025.111336_b20 article-title: The type-II assembly line rebalancing problem considering stochastic task learning publication-title: International Journal of Production Research doi: 10.1080/00207543.2017.1346316 – volume: 23 start-page: 197 year: 2018 ident: 10.1016/j.cie.2025.111336_b4 article-title: Production quality improvement during manufacturing systems ramp-up publication-title: CIRP Journal of Manufacturing Science and Technology doi: 10.1016/j.cirpj.2018.07.001 – volume: 52 start-page: 7193 issue: 24 year: 2014 ident: 10.1016/j.cie.2025.111336_b24 article-title: Extending assembly line balancing problem by incorporating learning effects publication-title: International Journal of Production Research doi: 10.1080/00207543.2014.910618 – volume: 303 start-page: 525 issue: 2 year: 2022 ident: 10.1016/j.cie.2025.111336_b19 article-title: A logic-based benders decomposition for microscopic railway timetable planning publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2022.02.043 – volume: 34 start-page: 315 issue: 1 year: 2022 ident: 10.1016/j.cie.2025.111336_b39 article-title: Solving the type-2 assembly line balancing with setups using logic-based benders decomposition publication-title: INFORMS Journal on Computing doi: 10.1287/ijoc.2020.1015 – volume: 30 start-page: 268 issue: 3 year: 2010 ident: 10.1016/j.cie.2025.111336_b32 article-title: Simple assembly line balancing problem under the combinations of the effects of learning and deterioration publication-title: Assembly Automation doi: 10.1108/01445151011061163 – volume: 41 start-page: 236 year: 2016 ident: 10.1016/j.cie.2025.111336_b3 article-title: Resource efficient configuration of an aircraft assembly line publication-title: Procedia CIRP doi: 10.1016/j.procir.2015.12.130 – volume: 32 start-page: 2954 issue: 12 year: 2008 ident: 10.1016/j.cie.2025.111336_b31 article-title: Simple and U-type assembly line balancing problems with a learning effect publication-title: Applied Mathematical Modelling doi: 10.1016/j.apm.2007.10.007 – volume: 55 start-page: 59 issue: 1 year: 2017 ident: 10.1016/j.cie.2025.111336_b1 article-title: Strategic ramp-up planning in automotive production networks publication-title: International Journal of Production Research doi: 10.1080/00207543.2016.1193252 – volume: 3 start-page: 122 issue: 4 year: 1936 ident: 10.1016/j.cie.2025.111336_b35 article-title: Factors affecting the cost of airplanes publication-title: Journal of the Aeronautical Sciences doi: 10.2514/8.155 – volume: 53 start-page: 6637 issue: 21 year: 2015 ident: 10.1016/j.cie.2025.111336_b8 article-title: Decision support models for production ramp-up: a systematic literature review publication-title: International Journal of Production Research doi: 10.1080/00207543.2015.1064185 – volume: 67 start-page: 685 issue: 8 year: 2020 ident: 10.1016/j.cie.2025.111336_b33 article-title: Optimal production ramp-up in the smartphone manufacturing industry publication-title: Naval Research Logistics doi: 10.1002/nav.21886 – volume: 182 year: 2023 ident: 10.1016/j.cie.2025.111336_b15 article-title: Ramp-up planning for alternative product portfolios in a multi-product-multi-stage production system publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2023.109390 – volume: 53 start-page: 5399 issue: 18 year: 2015 ident: 10.1016/j.cie.2025.111336_b12 article-title: Modelling ramp-up curves to reflect learning: improving capacity planning in secondary pharmaceutical production publication-title: International Journal of Production Research doi: 10.1080/00207543.2014.998788 – volume: 26 start-page: 1063 year: 2015 ident: 10.1016/j.cie.2025.111336_b27 article-title: Learning and reuse of engineering ramp-up strategies for modular assembly systems publication-title: Journal of Intelligent Manufacturing doi: 10.1007/s10845-013-0839-6 – volume: 131 start-page: 422 year: 2019 ident: 10.1016/j.cie.2025.111336_b9 article-title: Applications of learning curves in production and operations management: A systematic literature review publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2018.10.030 – volume: 229 start-page: 85 issue: 1 year: 2013 ident: 10.1016/j.cie.2025.111336_b7 article-title: A framework for performance measurement during production ramp-up of assembly stations publication-title: European Journal of Operational Research doi: 10.1016/j.ejor.2013.02.051 – volume: 141 start-page: 99 issue: 1 year: 2013 ident: 10.1016/j.cie.2025.111336_b11 article-title: A hybrid PSO algorithm for a multi-objective assembly line balancing problem with flexible operation times, sequence-dependent setup times and learning effect publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2012.03.013 – volume: 78 start-page: 211 year: 2015 ident: 10.1016/j.cie.2025.111336_b36 article-title: A multi-factor revision based analysis of the personnel operational capacity of aircraft assembly lines publication-title: International Journal of Advanced Manufacturing Technology doi: 10.1007/s00170-014-6658-x – volume: 25 start-page: 1264 issue: 15 year: 2014 ident: 10.1016/j.cie.2025.111336_b30 article-title: A comparative study on production ramp-up: state-of-the- art and new challenges publication-title: Production Planning and Control doi: 10.1080/09537287.2013.817624 – volume: 146 year: 2020 ident: 10.1016/j.cie.2025.111336_b25 article-title: A group learning curve model with motor, cognitive and waste elements publication-title: Computers & Industrial Engineering doi: 10.1016/j.cie.2020.106621 – volume: 77 start-page: 384 year: 2024 ident: 10.1016/j.cie.2025.111336_b5 article-title: Integrated system configuration and layout planning for flexible manufacturing systems publication-title: Journal of Manufacturing Systems doi: 10.1016/j.jmsy.2024.09.020 – volume: 76 start-page: 222 year: 2024 ident: 10.1016/j.cie.2025.111336_b38 article-title: A fast ramp-up framework for wafer yield improvement in semiconductor manufacturing systems publication-title: Journal of Manufacturing Systems doi: 10.1016/j.jmsy.2024.07.001 – volume: 198 start-page: 60 year: 2018 ident: 10.1016/j.cie.2025.111336_b23 article-title: Self-induced learning vs. project-based supplier development for production ramp-up with two supply options publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2018.01.029 – volume: 182 start-page: 372 year: 2016 ident: 10.1016/j.cie.2025.111336_b34 article-title: Planning for ramp-ups and new product introductions in the automotive industry: Extending sales and operations planning publication-title: International Journal of Production Economics doi: 10.1016/j.ijpe.2016.07.008 |
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| Snippet | China’s commercial aircraft manufacturing is entering into the ramp-up phase during which the cycle time is accelerated. This paper studies the production... |
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| SubjectTerms | Aircraft final assembly line Learning effect Logic-based benders decomposition Ramp-up planning |
| Title | Ramp-up planning for aircraft assembly production considering learning effect |
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