Optimization of buffer design for mixed-model sequential production line based on simulation and reinforcement learning

J Choi, J Park, SD Noh, JY Lee - Journal of Intelligent Manufacturing, 2024 - Springer
Recently, as the market environment changes rapidly and customer demands diversify, the
manufacturing paradigm is shifting towards mass customization and personalization …

Adaptive dynamic jum** particle swarm optimization for buffer allocation in unreliable production lines

K Kassoul, N Cheikhrouhou, N Zufferey - IEEE Access, 2023 - ieeexplore.ieee.org
Over the past five decades, the buffer allocation problem in production lines has been the
topic of continuous interest. This paper proposes an adaptive simulation-optimization …

[HTML][HTML] A scale transformation algorithm for buffer allocation in production lines with unreliable machines

L Li, X Luo, SG Zhang - Computers & Industrial Engineering, 2025 - Elsevier
In this paper, we consider the buffer allocation problem (BAP) in production lines with
unreliable machines. The objective is to maximize the throughput of a line subject to a given …

Optimization of the OEE indicator through meta-models' simulation in the buffer allocation problem

JIH Vázquez, JOH Vázquez, SH González… - Journal of Industrial …, 2024 - jiem.org
Purpose: The buffer allocation problem (BAP) arises in the design of production systems; it
involves analyzing and defining the optimal distribution of buffers within a production line …

Joint Allocation of Buffer Sizes and Service Times in Unreliable Assembly-Disassembly Systems

K Kassoul, N Cheikhrouhou - IEEE Access, 2024 - ieeexplore.ieee.org
This paper introduces a modeling methodology for Assembly/Disassembly (AD) systems,
proposing an effective simulation-based optimization approach. The objective is to …

Optimization of buffer allocation in mixed production systems with multiple classes, variable batch sizes and worker fatigue considerations

S Gao, Y Liao, Z Hu - Robotic Intelligence and Automation, 2025 - emerald.com
Purpose With rapid market customized demand and short development cycles, mixed
production with multiple classes and variable batches has been popular, and its buffer …

Buffer allocation in unreliable production lines using infinitesimal perturbation analysis and genetic algorithm

K Kassoul, RD Raut, SB Belhaouari… - … on Information Science …, 2023 - Springer
This paper presents an approach based on Genetic Algorithm (GA) and Infinitesimal
Perturbation Analysis (IPA) technique to maximize the production rate in unreliable …

Improving Product Flow in a Cable Manufacturing Facility through a Buffer Allocation Strategy

C Wilbers - 2024 - essay.utwente.nl
This thesis is concerned with tackling the buffer allocation problem present at a cable
manufacturing company. In order to achieve this the manufacturing system is first mapped …

[PDF][PDF] Adaptive Dynamic Jum** Particle Swarm Optimization for Buffer Allocation in Unreliable Production Lines

N ZUFFEREY - access.archive-ouverte.unige.ch
Over the past five decades, the buffer allocation problem in production lines has been the
topic of continuous interest. This paper proposes an adaptive simulation-optimization …

Optimization of Buffer Design for Multi-Product Flow Production Lines Based on Simulation and Reinforcement Learning

J Choi, J Park, SD Noh, JY Lee - Available at SSRN 4633192 - papers.ssrn.com
Recently, as market environment is changing rapidly and customer demands are
diversifying, the manufacturing paradigm is changing to a mass customization and …