A surrogate model to predict production performance in digital twin-based smart manufacturing

PC Chua, SK Moon, YT Ng… - … of Computing and …, 2022 - asmedigitalcollection.asme.org
With the dynamic arrival of production orders and unforeseen changes in shop-floor
conditions within a production system, production scheduling presents a challenge for …

Prediction of production performance in smart manufacturing using multivariate adaptive regression spline

PC Chua, SK Moon, YT Ng… - … and Information in …, 2021 - asmedigitalcollection.asme.org
With the dynamic arrival of production orders and ever-changing shop-floor conditions within
a production system, production scheduling presents a challenge for manufacturing firms to …

Leveraging digital twin into dynamic production scheduling: A review

N Ouahabi, A Chebak, O Kamach, O Laayati… - Robotics and Computer …, 2024 - Elsevier
The digital twin is an emerging technology that enhances industrial digitalization, as it
establishes a dynamic virtual model that emulates a specific phenomenon of the …

Digital Twin Empowering Manufacturing Paradigms: Lean, Agile, Just-in-Time (Jit), Flexible, Resilience, Sustainable

Q Qu, SMH Bamakan, SM Zanjirchi - Procedia Computer Science, 2023 - Elsevier
Digital twin technology can be used to support various manufacturing approaches, including
Lean, Agile, just-in-time, Flexible, Resilience and Sustainable production. By providing a …

Digital twin-based decision support system for planning and scheduling

PC Chua, SK Moon, YT Ng, HY Ng - Digital Manufacturing, 2024 - Elsevier
Understanding the interactions between various components of the production system is
imperative for better coordination between the production planning and scheduling in a …

Digital Twin-Driven Multi-Factor Production Capacity Prediction for Discrete Manufacturing Workshop

H Cai, J Wan, B Chen - Applied Sciences, 2024 - mdpi.com
Traditional capacity forecasting algorithms lack effective data interaction, leading to a
disconnection between the actual plan and production. This paper discusses the multi-factor …

[PDF][PDF] Optimizing smart manufacturing systems using digital twin.

R Ojstersek, A Javernik… - Advances in Production …, 2023 - apem-journal.org
ABSTRACT ARTICLEINFO Presented paper investigates the application of digital twins for
the optimisation of intelligent manufacturing systems and focuses on the comparison …

An integrated digital twin simulation and scheduling system under cyber-physical digital twin environment

WD Lin - 2022 IEEE International Conference on Industrial …, 2022 - ieeexplore.ieee.org
This paper described the research and study of an integrated digital twin simulation and
scheduling system under a cyber-physical digital twin environment for manufacturing. The …

A cloud-based digital twin manufacturing system based on an interoperable data schema for smart manufacturing

Y Park, J Woo, SS Choi - International Journal of Computer …, 2020 - Taylor & Francis
The worldwide manufacturing industry is facing a wide range of changes. Examples include
the diversification of customer demands, increases in labor costs and energy resource costs …

Deploying Digital Twin in Manufacturing Systems: Scope and Requirements

N Ouahabi, A Chebak, M Berquedich… - Science and Information …, 2023 - Springer
In order to cope with the rapid technological and social development, changing customers'
behavior and increasing production intricacy, digitalization is believed to ultimately become …