Search Results - subject_exact:"Production control"

Towards autonomous production control: a reinforcement learning-based model for hybrid remanufacturing systems

Paschko, Felix; Krini, Abderrahim; Knorn, Steffi - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015616808

A batch scheduling model on unrelated parallel machines with resource constraints and sequence-dependent setup time to minimize total actual flow time

Yusriski, Rinto; Nasution, Andri Rachmat Kumalasian; … - 2026

Findings: The proposed algorithm achieves an average efficiency of 99.32% compared to the enumeration algorithm, with minimal deviation (0.4%). The results validate the main proposition for efficient scheduling, including prioritizing jobs based on due dates, allocating job demands based on...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015627286

A machine learning framework for surrogate modeling and benchmarking in dynamic job shop scheduling

Soares, Guilherme Monteiro; Vieira, António A. C.; … - 2026

In dynamic job shop scheduling, simulation has long been a crucial tool for analyzing complex, time-dependent production systems under uncertainty and variability, both as a standalone decision-making tool and as a component of more complex simulation-optimization methods. However, the...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015654249

Applications of Cobots in manufacturing : a bibliometric analysis

Kumar, Pranav; Gupta, Sejal; Virmani, Naveen; Jagtap, … - 2026

In recent years, Collaborative Robots (Cobots) have gained traction. It is categorized as a special type of robot that is capable of working safely alongside humans. Cobots are used in a variety of industrial applications, including assembling, manufacturing, quality inspection, and packaging...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015637303

Energy-aware flexible job shop scheduling problem with nonlinear routes and position-based learning effect

Birgin, Ernesto G.; Riveaux, José Angel; Ronconi, … - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015482797

Minimizing the weighted number of tardy jobs : data-driven heuristic for single-machine scheduling

Antonov, Nikolai; Šůcha, Přemysl; Janota, Mikoláš; … - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015534438

Enhancing the POLCA production control system by indirect load

Gómez Paredes, Fernando José; Godinho Filho, Moacir; … - 2026

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015632347

Robust condition-based production and maintenance planning for degradation management

Sun, Qiuzhuang; Chen, Piao; Wang, Xin; Ye, Zhi-Sheng - 2023

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014441437

Bilinear branch and check for unspecified parallel machine scheduling with shift consideration

Jartnillaphand, Ponpot; Mardaneh, Elham; Bui, Hoa T. - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015085083

A unified solution framework for flexible job shop scheduling problems with multiple resource constraints

Kasapidis, Gregory A.; Paraskevopoulos, Dimitris C.; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015085284

An integrated lot sizing and maintenance planning problem for a single machine

Dansou, Harcènage; Gruson, Matthieu; Lamothe, François; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015372807

Integrated lot sizing and blending problems under demand uncertainty

Gonçalves, Maurício Rocha; Jans, Raf; Araujo, Silvio de - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015195173

Integrated shelf-life rules for multi-level pharmaceutical tablets manufacturing processes

Simonis, Michael; Nickel, Stefan - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015198531

Minimizing the number of late jobs and total late work with step-learning

Phosavanh, Johnson; Oron, Daniel - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015409648

Constraint learning approaches to improve the approximation of the capacity consumption function in lot-sizing models

Tremblet, David; Thevenin, Simon; Dolgui, Alexandre - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015412188

Single-machine scheduling with fixed energy recharging times to minimize the number of late jobs and the number of just-in-time jobs : a parameterized complexity analysis

Yu, Renjie; Oron, Daniel - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015432992

A simulation-optimization approach for capacitated lot-sizing in a multi-level pharmaceutical tablets manufacturing process

Simonis, Michael; Nickel, Stefan - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015432994

A weighted distribution-free model for parallel machine scheduling with uncertain job processing times

Zhang, Yuli; Cheng, Zihan; Zhang, Ningwei; Chiong, Raymond - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015433165

Statistical process control for queue length trajectories using Fourier analysis

Morgan, Lucy E.; Barton, Russell R. - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015433236

A hybrid approach using ant colony optimisation for integrated scheduling of production and transportation tasks within flexible manufacturing systems

He, Naihui; Sahnoun, M'hammed; Zhang, David; Bettayeb, … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015433630

Graph neural network and expert-guided deep reinforcement learning for solving flexible job-shop scheduling problem

Zhang, Wenqiang; Bao, Xuan; Geng, Huili; Zhang, Guohui; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015460127

Uncapacitated multi-item lot sizing with shipment minimization

Turkensteen, Marcel; Heuvel, Wilco van den - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015460295

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

Kim, Taebok; Glock, Christoph H.; Jaber, Mohamad Y. - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015445260

Production control with Reinforcement Learning for a matrix-structured production system

Steinbacher, L. M.; Wegmann, T.; Freitag, Michael - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015445294

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

Azani, Maryam; Tan, Lijia; Basten, Rob; Kok, A. G. de - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015445455

Scheduling jobs on unreliable machines subject to linear risk

Agnetis, Alessandro; Salvadori, Ilaria - 2025

Background: This paper addresses a new class of scheduling problems in the context of machines subject to (unrecoverable) interruptions; i.e., when a machine fails, the current and subsequently scheduled work on that machine is lost. Each job has a certain processing time and a reward that is...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015564688

A multi-objective analytics approach for supply chain optimization in flexible manufacturing systems

Mahmud, Shahed; Chakrabortty, Ripon K.; Abbasi, Alireza; … - 2025

This study contributes to the advancement of supply chain scheduling (SCS) through the development of a comprehensive mathematical framework that unifies multi-objective supplier selection, demand allocation, production scheduling, and inventory management within flexible manufacturing systems...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015607870

Flow shop scheduling with inter-stage flexibility and blocking constraints

Nicosia, Gaia; Pacifici, Andrea; Pferschy, Ulrich; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015519598

Constraint programming models for serial batch scheduling with minimum batch size

Huertas, Jorge A.; Van Hentenryck, Pascal - 2025

In serial batch (s-batch) scheduling, jobs are grouped in batches and processed sequentially within their batch. This paper considers multiple parallel machines, nonidentical job weights and release times, and sequence-dependent setup times between batches of different families. Although s-batch...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015606632

Customer order scheduling in a permutation flow shop environment

Hoffmann, Julius; Neufeld, Janis S.; Buscher, Udo - 2025

Various recent scheduling literature has studied the so called customer order scheduling problem. In this class of scheduling problems, there are multiple customer orders, and each of them consists of several jobs. The order finishes and is ready to be shipped when the last job of the order...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015606677

Dual-resource flexible job shop scheduling considering worker proficiency differences

Wang, Chuang; Liu, Yang; Ren, Shan - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015481661

Real-time shop floor operations improvement based on dynamic value stream mapping and hybrid simulation in Industry 4.0 : an economic perspective

Liu, Mingzhou; Sun, Mengyuan; Zhang, Xi; Ge, Maogen; … - 2025

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015468190

Deep reinforcement learning in production systems : a systematic literature review

Panzer, Marcel; Bender, Benedict - 2022

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10013499831

Managing product-inherent constraints with artificial intelligence: production control for time constraints in semiconductor manufacturing

May, Marvin Carl; Oberst, Jan; Lanza, Gisela - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015371252

Multi agent reinforcement learning for online layout planning and scheduling in flexible assembly systems

Kaven, Lea; Huke, Philipp; Göppert, Amon; Schmitt, … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015371298

A machine learning-based selection approach for solving the single machine scheduling problem with Early/Tardy jobs

Abdessemed, Ahmed-Adnane; Mouss, Leila Hayet; … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014635216

Flexibility in manufacturing system design : a review of recent approaches from Operations Research

Weckenborg, Christian; Schumacher, Patrick; Thies, Christian - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014563020

Revisiting the development trajectory of parallel machine scheduling

Ying, Kuo-Ching; Pourhejazy, Pourya; Huang, Xin-Yi - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014566976

Non-identical parallel machines batch processing problem to minimize the makespan : models and algorithms

Beldar, Pedram; Battarra, Maria; Laporte, Gilbert - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014567009

The maximum length car sequencing problem

Pontes, Lara; Neves, Carlos; Subramanian, Anand; … - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014575589

A deep reinforcement learning based hyper-heuristic for modular production control

Panzer, Marcel; Bender, Benedict; Gronau, Norbert - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014546488

Decentralised collaborative job reassignments in additive manufacturing

Zehetner, Dominik; Gansterer, Margaretha - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10014547453

A hybrid simheuristic algorithm for solving bi-objective stochastic flexible job shop scheduling problems

Nessari, Saman; Tavakkoli-Moghaddam, Reza; … - 2024

The flexible job shop scheduling problem (FJSSP) is a complex optimization challenge that plays a crucial role in enhancing productivity and efficiency in modern manufacturing systems, aimed at optimizing the allocation of jobs to a variable set of machines. This paper introduces an algorithm to...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015107976

A flexible planning approach for integrated lot sizing and rework planning with random proportion of defective products

Kohlmann, Pierre; Sahling, Florian - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015084917

A systematic energy-aware scheduling framework for manufacturing factories integrated with renewables

Shao, Zhean; Li, Wen; Tan, Ying; Otto, Kevin - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015085445

Serial batching to minimize the weighted number of tardy jobs

Hermelin, Danny; Mnich, Matthias; Omlor, Simon - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015123336

A deterministic fluid model for production and energy mode control of a single machine

Tan, Barış; Karabağ, Oktay - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015133668

A flow shop batch scheduling model with pre-processing and time-changing effects to minimize total actual flow time

Kurniawan, Dwi; Yusriski, Rinto; Isnaini, Mohammad Mi'radj - 2024

Purpose: This paper investigates a batch scheduling problem where pre-processing is required for parts before processing, considering time-changing effects from part deterioration and operator learning-forgetting. Design/methodology/approach: A mathematical model was developed with the decision...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015375605

Multi-period descriptive sampling for scenario generation applied to the stochastic capacitated lot-sizing problem

Stadtler, Hartmut; Heinrichs, Nikolai - 2024

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015188624

Multitask scheduling on cloud additive manufacturing using NSGA-II

Sugarindra, Muchamad; Tontowi, Alva Edy; Herianto, Herianto - 2024

Purpose: Cloud manufacturing (CM) represents a new manufacturing paradigm that integrates distributed resources to provide on-demand services. The high consumer demand from various locations, coupled with the customizability and complexity of manufacturing, complicates task scheduling. In this...

Persistent link: https://www.econbiz.de, ebvufind01.dmz1.zbw.eu/10015386771