3.8 Proceedings Paper

Bottleneck prediction and data-driven discrete-event simulation for a balanced manufacturing line

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Computer Science, Interdisciplinary Applications

Simulation-Based Hybrid Optimization Method for the Digital Twin of Garment Production Lines

Woo-Kyun Jung et al.

Summary: The study introduces a simulation-based optimization model that successfully increases productivity by eliminating bottlenecks and digitizing garment production lines. The simulation reflects actual site characteristics, while the optimization process involves expert knowledge-constrained constraints, genetic algorithms for optimal operator sequences, and bottleneck removal through workload analysis.

JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING (2021)

Article Automation & Control Systems

Translating value stream maps into system dynamics models: a practical framework

Rodrigo Furlan de Assis et al.

Summary: This research aims to propose a practical framework called VSM-to-SD to translate VSM into System Dynamics quantitative models, using Stella and Vensim notation, and has been validated through an industrial case study. Results suggest the efficiency of the framework in generating simulation-based VSM and expanding managers' analytic decision-making capacity.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2021)

Proceedings Paper Engineering, Industrial

Discrete Event Simulation for Manufacturing Performance Management and Optimization: A Case Study for Model Factory

Bao Huy Huynh et al.

2020 9TH INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY AND MANAGEMENT (ICITM 2020) (2020)

Proceedings Paper Automation & Control Systems

Intelligent Workshop Bottleneck Prediction Based on Complex Network

Feng Zhu et al.

2019 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA) (2019)

Article Computer Science, Interdisciplinary Applications

A data-driven algorithm to predict throughput bottlenecks in a production system based on active periods of the machines

Mukund Subramaniyan et al.

COMPUTERS & INDUSTRIAL ENGINEERING (2018)

Proceedings Paper Engineering, Industrial

Real-time bottleneck detection and prediction to prioritize fault repair in interlinked production lines

Michael Wedel et al.

CIRPE 2015 - UNDERSTANDING THE LIFE CYCLE IMPLICATIONS OF MANUFACTURING (2015)

Review Management

State-of-the-art exact and heuristic solution procedures for simple assembly line balancing

A Scholl et al.

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2006)