Synergizing ChatGPT and experiential learning: unravelling TOC based production planning and control variants through the dice game.

Authors: Gupta, Mahesh¹ (AUTHOR), Gupta, Ajay² (AUTHOR) guptaa@nitj.ac.in, de Souza, Fernando Bernardi³ (AUTHOR), Ikeziri, Lucas Martins³ (AUTHOR), Datt, Mohit² (AUTHOR)

Source: International Journal of Production Research. Feb2025, Vol. 63 Issue 4, p1209-1234. 26p.

Subject Terms: *Production planning, *Artificial intelligence, *Production management (Manufacturing), Kolb's Experiential Learning theory, Dice games, Experiential learning

A hybrid ANN-MILP model for agile recovery production planning for PPE products under sharp demands.

Authors: Babazadeh, Reza¹ (AUTHOR) r.babazadeh@urmia.ac.ir, Taraghi Nazloo, Hanieh¹ (AUTHOR), Kamran, Mehdi A.² (AUTHOR)

Source: International Journal of Production Research. Jan2025, Vol. 63 Issue 2, p758-778. 21p.

Subject Terms: *Artificial neural networks, *Production planning, *Mathematical programming, *Mathematical optimization, *Artificial intelligence

Optimisation of process plan generation for reconfigurable manufacturing systems: efficient heuristics and lower bounds.

Authors: Mechaacha, Abdelkader^1,2 (AUTHOR), Belkaid, Fayçal¹ (AUTHOR), Brahimi, Nadjib² (AUTHOR) nadjib.brahimi@rennes-sb.com

Source: International Journal of Production Research. Jan2025, Vol. 63 Issue 1, p263-285. 23p.

Subject Terms: *Manufacturing processes, *Production planning, *Integer programming, Knowledge representation (Information theory), Mathematical decomposition

A large language model-based manufacturing process planning approach under industry 5.0.

Authors: Ni, Mingzhe¹ (AUTHOR), Wang, Tao¹ (AUTHOR), Leng, Jiewu¹ (AUTHOR), Chen, Chong¹ (AUTHOR) chenc2021@gdut.edu.cn, Cheng, Lianglun¹ (AUTHOR)

Source: International Journal of Production Research. Feb2025, p1-20. 20p. 12 Illustrations.

Subject Terms: *Production planning, *Manufacturing processes, *Workflow, *Manufacturing industries, Language models

Marrying math and mind: towards production planning systems for industry 5.0.

Authors: Azani, Maryam¹ (AUTHOR) m.azani@tue.nl, Tan, Lijia¹ (AUTHOR), Basten, Rob¹ (AUTHOR), de Kok, Ton^1,2 (AUTHOR)

Source: International Journal of Production Research. Jan2025, p1-23. 23p. 3 Illustrations.

Subject Terms: *Production planning, *Information storage & retrieval systems, *Operations management, *Forecasting, *Mathematics

A novel machine-learning rolling horizon heuristic for dynamic lot-sizing and job shop scheduling problems.

Authors: Zeiträg, Yannik¹ (AUTHOR) yannik.zeitrag@tecnico.ulisboa.pt, Figueira, José Rui¹ (AUTHOR)

Source: International Journal of Production Research. Jan2025, p1-27. 27p. 10 Illustrations.

Subject Terms: *Production planning, *Mathematical programming, *Economic lot size, *Production scheduling, Genetic programming, Stochastic programming, Machine learning

Integrated tactical continuous production planning of two blending systems sharing supply sources: the case of a phosphate supply chain.

Authors: Azzamouri, Bassma^1,2 (AUTHOR), Hovelaque, Vincent^1,2 (AUTHOR) vincent.hovelaque@univ-rennes.fr, Giard, Vincent^1,3 (AUTHOR)

Source: International Journal of Production Research. Oct2024, Vol. 62 Issue 19, p6941-6960. 20p.

Subject Terms: *Production planning, *Product quality, *Supply chains, *Scheduling, Plant drying

Robust planning of production networks at an automotive supplier.

Authors: Bruetzel, Oliver¹ (AUTHOR), Hörger, Moritz¹ (AUTHOR) moritz.hoerger@kit.edu, Foran, Anthony¹ (AUTHOR), Benfer, Martin¹ (AUTHOR), Nassehi, Aydin² (AUTHOR), Lanza, Gisela¹ (AUTHOR)

Source: International Journal of Production Research. Dec2024, p1-19. 19p. 6 Illustrations.

Subject Terms: *Production planning, *Automotive suppliers, Digital twin, Data integration, Acquisition of data

Investigation on matching of individualised requirements and shared manufacturing resources in the context of shared factory runtime.

Authors: Li, Pulin¹ (AUTHOR), Shen, Shuai¹ (AUTHOR), Hou, Tingting¹ (AUTHOR) hou_tingting@zzu.edu.cn, Jiang, Pingyu² (AUTHOR)

Source: International Journal of Production Research. Nov2024, p1-21. 21p. 11 Illustrations.

Subject Terms: *Production planning, *Production scheduling, *Consumption (Economics), *Manufacturing industries, Self-efficacy

A model for scheduling the resource deployment in a multi-stage ramp-up production system.

Authors: Kim, Taebok¹ (AUTHOR), Glock, Christoph H.² (AUTHOR) glock@pscm.tu-darmstadt.de, Jaber, Mohamad Y.³ (AUTHOR)

Source: International Journal of Production Research. Nov2024, p1-25. 25p. 18 Illustrations.

Subject Terms: *Production planning, *Capacity requirements planning, *Innovation management, *Problem solving, Numerical analysis

Strategical and tactical supply chain optimisation for smart production planning and control 4.0.

Authors: Cañas, Hector^1,2 (AUTHOR), Mula, Josefa¹ (AUTHOR) fmula@cigip.upv.es, Campuzano-Bolarin, Francisco³ (AUTHOR)

Source: International Journal of Production Research. Oct2024, p1-21. 21p. 5 Illustrations.

Subject Terms: *Production planning, *Supply chains, *Industry 4.0, *Job creation, *Stochastic models

Co-Kriging model-based multi-fidelity regression for refining milling stability predictions of variable tool overhang length using limited experimental data.

Authors: Deng, Congying¹ (AUTHOR), Ding, Huiling¹ (AUTHOR), Miao, Jianguo¹ (AUTHOR) jianguomiao1992@163.com, Tan, Feng¹ (AUTHOR)

Source: International Journal of Production Research. Oct2024, p1-22. 22p. 9 Illustrations.

Subject Terms: *Production planning, *Machining, *Forecasting, Affine transformations, Cutting force

Planning and scheduling shared manufacturing systems: key characteristics, current developments and future trends.

Authors: Duran, Ege¹ (AUTHOR) 122114426@umail.ucc.ie, Ozturk, Cemalettin² (AUTHOR), O'Sullivan, Barry¹ (AUTHOR)

Source: International Journal of Production Research. Dec2024, p1-33. 33p. 21 Illustrations.

Subject Terms: *Production planning, *Manufacturing processes, *Business models, *Software as a service, *Financial crises, *Industrial capacity

Analytical models for flow time estimation of additive manufacturing machines.

Authors: Pastore, Erica¹ (AUTHOR), Alfieri, Arianna¹ (AUTHOR), Matta, Andrea² (AUTHOR) andrea.matta@polimi.it, Previtali, Barbara² (AUTHOR)

Source: International Journal of Production Research. Jul2024, Vol. 62 Issue 14, p5168-5184. 17p.

Subject Terms: *Production planning, *Production control, *Work in process, *Machinery, Time perception

Decentralised collaborative job reassignments in additive manufacturing.

Authors: Zehetner, Dominik¹ (AUTHOR) dominik.zehetner@aau.at, Gansterer, Margaretha¹ (AUTHOR)

Source: International Journal of Production Research. Jul2024, Vol. 62 Issue 14, p5149-5167. 19p.

Subject Terms: *Production planning, *Bids, *Prices, *Supply chains, *Sharing economy, *Auctions, *Bid price, *Reverse logistics, Basic needs

Rolling horizon policies for multi-stage stochastic assemble-to-order problems.

Authors: Gioia, Daniele Giovanni¹ (AUTHOR) daniele.gioia@polito.it, Fadda, Edoardo¹ (AUTHOR), Brandimarte, Paolo¹ (AUTHOR)

Source: International Journal of Production Research. Jul2024, Vol. 62 Issue 14, p5108-5126. 19p.

Subject Terms: *Production planning, Piecewise linear approximation, Stochastic programming

A matheuristic approach for the multi-level capacitated lot-sizing problem with substitution and backorder.

Authors: Qin, Hu¹ (AUTHOR), Zhuang, Haocheng¹ (AUTHOR), Yu, Chunlong² (AUTHOR) chunlong_yu@tongji.edu.cn, Li, Jiliu³ (AUTHOR)

Source: International Journal of Production Research. Jul2024, Vol. 62 Issue 13, p4645-4673. 29p.

Subject Terms: *Back orders, *Production planning, *Mathematical programming, *Industrial capacity, Factorial experiment designs

Stochastic dynamic production planning in hybrid manufacturing and remanufacturing system with random usage durations.

Authors: Cheng, Zhenxia¹ (AUTHOR) zhenxiacheng@sjtu.edu.cn

Source: International Journal of Production Research. Apr2024, Vol. 62 Issue 7, p2331-2349. 19p.

Subject Terms: *Production planning, *Manufacturing processes, *Dynamic programming, *Returns on sales, Hazard function (Statistics)

Improved milling stability analysis for chatter-free machining parameters planning using a multi-fidelity surrogate model and transfer learning with limited experimental data.

Authors: Deng, Congying^1,2 (AUTHOR), Tang, Jielin¹ (AUTHOR), Lu, Sheng^1,2 (AUTHOR), Ma, Ying^1,2 (AUTHOR), Lin, Lijun³ (AUTHOR), Miao, Jianguo⁴ (AUTHOR) jianguomiao1992@163.com

Source: International Journal of Production Research. Feb2024, Vol. 62 Issue 4, p1126-1143. 18p.

Subject Terms: *Machining, *Production planning, *Machinery

Production planning with flexible manufacturing systems under demand uncertainty.

Authors: Elyasi, Milad¹ (AUTHOR) milad.elyasi@ozu.edu.tr, Altan, Başak² (AUTHOR), Ekici, Ali³ (AUTHOR), Özener, Okan Örsan³ (AUTHOR), Yanıkoğlu, İhsan³ (AUTHOR), Dolgui, Alexandre¹ (AUTHOR)

Source: International Journal of Production Research. Jan2024, Vol. 62 Issue 1/2, p157-170. 14p.

Subject Terms: *Flexible manufacturing systems, *Production planning, *Column generation (Algorithms), *Manufacturing processes, *Supply chain disruptions, *Organizational resilience, *Distribution planning