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A three-step approach for decision support in operational production planning of complex manufacturing systems.
Publication Type: Academic Journal
Source(s): International Journal of Production Research. Sep2023, Vol. 61 Issue 17, p5860-5885. 26p. 2 Diagrams, 16 Charts, 5 Graphs.
Abstract: In this paper, a practical relevant operational production planning problem in complex manufacturing systems is addressed. In this problem, lots are planned individually to provide a more detailed plan than approaches that only consider production quan...
Reinforcement learning applied to production planning and control.
Publication Type: Academic Journal
Source(s): International Journal of Production Research. Aug2023, Vol. 61 Issue 16, p5772-5789. 18p. 3 Diagrams, 2 Charts, 2 Graphs.
Abstract: The objective of this paper is to examine the use and applications of reinforcement learning (RL) techniques in the production planning and control (PPC) field addressing the following PPC areas: facility resource planning, capacity planning, purchase ...
A formal skill model to enable reconfigurable assembly systems.
Publication Type: Academic Journal
Source(s): International Journal of Production Research. Oct2023, Vol. 61 Issue 19, p6451-6466. 16p. 2 Color Photographs, 1 Illustration, 2 Diagrams, 5 Charts.
Abstract: As assembly systems move into the era of mass customisation, the complexity of design processes, (re)configurations and operations rises. Well-structured data are key in keeping this complexity manageable. Here to, this paper presents a multidimensiona...
A state-of-the-art on production planning in Industry 4.0.
Publication Type: Academic Journal
Source(s): International Journal of Production Research. Oct2023, Vol. 61 Issue 19, p6602-6632. 31p. 6 Diagrams, 9 Charts, 2 Graphs.
Abstract: The Industry 4.0 revolution is changing the manufacturing landscape. A broad set of new technologies emerged (including software and connected equipment) that digitise manufacturing systems. These technologies bring new vitality and opportunities to th...
Operation twins: production-intralogistics synchronisation in Industry 4.0.
Publication Type: Academic Journal
Source(s): International Journal of Production Research. Aug2023, Vol. 61 Issue 15, p5193-5211. 19p. 5 Diagrams, 4 Charts, 4 Graphs.
Abstract: The widespread adoption of Industry 4.0 technologies is revolutionising how manufacturing operations are managed and done. This revolution drives manufacturing practitioners to reevaluate their current manufacturing planning and control (MPC) strategie...
Reducing Nervousness in Master Production Planning: A Systematic Approach Incorporating Product-Driven Strategies.
Publication Type: Academic Journal
Source(s): Algorithms. Aug2023, Vol. 16 Issue 8, p386. 16p.
Abstract: Manufacturing companies face a significant challenge when developing their master production schedule, navigating unforeseen disruptions during daily operations. Moreover, fluctuations in demand pose a substantial risk to scheduling and are the main ca...
Network-based integer programming models for flexible process planning.
Publication Type: Academic Journal
Source(s): International Journal of Production Research. May2023, Vol. 61 Issue 9, p3087-3101. 15p. 3 Diagrams, 13 Charts.
Abstract: Flexible process planning (FPP) involves selecting and sequencing the requisite operations according to technological requirements, and meanwhile allocating a right machine, a right tool and a right access direction to each selected operation by a give...
Effective Improved NSGA-II Algorithm for Multi-Objective Integrated Process Planning and Scheduling.
Publication Type: Academic Journal
Source(s): Mathematics (2227-7390). 8/15/2023, Vol. 11 Issue 16, p3523. 17p.
Abstract: Integrated process planning and scheduling (IPPS) is important for modern manufacturing companies to achieve manufacturing efficiency and improve resource utilization. Meanwhile, multiple objectives need to be considered in the realistic decision-makin...
Joint Optimal Production Planning in Supply Chains under Diverse Low-Carbon Policies.
Publication Type: Academic Journal
Source(s): Mathematics (2227-7390). Aug2023, Vol. 11 Issue 15, p3379. 22p.
Abstract: This paper studies the impact of diverse carbon emission regulations on optimal operation decisions by exploiting the economic production lot model of a multi-manufacturer system in a low-carbon environment. The optimal production planning for multiple...
Dynamic planned lead times in production planning and control systems: does the lead time syndrome matter?
Publication Type: Academic Journal
Source(s): International Journal of Production Research. Feb2023, Vol. 61 Issue 4, p1268-1282. 15p. 5 Charts, 2 Graphs.
Abstract: Many companies in practice want to dynamically adjust planned lead times in their production planning and control systems in response to demand fluctuations. But for decades it has been recognised that this can lead to escalating planned lead times and...