☆ 4.7 Article

Modelling and online training method for digital twin workshop

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2023)

Related references

Note: Only part of the references are listed.

Article Engineering, Industrial

Improved multi-fidelity simulation-based optimisation: application in a digital twin shop floor

Zhengmin Zhang et al.

Summary: Digital twin technology has gained considerable attention in the implementation of Industry 4.0 and intelligent manufacturing. However, the time-consuming nature of discrete-event simulation in complex manufacturing systems makes it difficult to deal with large-scale optimization problems. To address this issue, an improved multi-fidelity simulation-based optimization method is proposed and applied in a digital twin-based aircraft parts production workshop, showing better performance than other simulation-based optimization methods.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2022)

Add to Collection

Article Engineering, Industrial

Digital twin application with horizontal coordination for reinforcement-learning-based production control in a re-entrant job shop

Kyu Tae Park et al.

Summary: This study proposed a novel production control model that applies a digital twin and horizontal coordination with RL-based production control. It emphasized that RL policy networks should be imported in the creation procedures rather than being synchronised to the DT.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2022)

Add to Collection

Review Engineering, Industrial

Decision support in productive processes through DES and ABS in the Digital Twin era: a systematic literature review

Carlos Henrique dos Santos et al.

Summary: The use of simulation as Digital Twin to support decision-making is a well-established research field, with integration of simulation with physical systems allowing virtual models to be aligned with the current state of processes. Even though the Digital Twin concept is relatively new, its principles have been used for decades in decision-making through simulation, with ongoing discussions and uncertainties regarding simulation models in this research field.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2022)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Digital twin-driven joint optimisation of packing and storage assignment in large-scale automated high-rise warehouse product-service system

Jiewu Leng et al.

Summary: This paper proposes a novel digital twin-driven joint optimisation approach for warehousing in large-scale automated high-rise warehouse product-service system. The approach aims to timely optimize stacked packing and storage assignment in order to maximize the utilization and efficiency of the warehouse system.

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (2021)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Digital twin-enabled reconfigurable modeling for smart manufacturing systems

Chenyuan Zhang et al.

Summary: This paper introduces a five-dimensional fusion model of a digital twin virtual entity for robotics-based smart manufacturing systems to support automatic reconfiguration, aiming to improve operational efficiency and meet various reconfigurable requirements.

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (2021)

Add to Collection

Article Engineering, Industrial

How to model and implement connections between physical and virtual models for digital twin application

Haifan Jiang et al.

Summary: Digital twin is a virtual mirror of a physical world or system, serving as a key building block for smart factory and manufacturing under the Industry 4.0 paradigm. The key research question is how to effectively create a DT model during the design stage of a complex manufacturing system and make it usable throughout the system’s lifecycle. Modeling methods for rapidly creating a virtual model and the connection implementation mechanism between physical and virtual systems are crucial for achieving these goals.

JOURNAL OF MANUFACTURING SYSTEMS (2021)

Add to Collection

Article Automation & Control Systems

A digital twin-based layout optimization method for discrete manufacturing workshop

Hongfei Guo et al.

Summary: This paper proposes a discrete manufacturing workshop layout optimization method based on digital twin, which solves layout problems through data fusion, information interaction, and data analysis, resulting in a 29.4% increase in production capacity when applied to a welding production workshop.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2021)

Add to Collection

Article Computer Science, Interdisciplinary Applications

Multidimensional Data Modeling and Model Validation for Digital Twin Workshop

Weiwei Qian et al.

Summary: This article proposes multidimensional data modeling and model validation methods for digital twin workshop (DTW), which effectively solves problems in intelligent manufacturing at the workshop level by establishing fifth-order tensor models and proposing mathematical verification methods.

JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING (2021)

Add to Collection

Article Engineering, Industrial

A digital twin-based big data virtual and real fusion learning reference framework supported by industrial internet towards smart manufacturing

Pei Wang et al.

Summary: Digital twin, as a key element in the Industrial Internet, bridges virtual and physical spaces effectively to enhance the development of smart factories. With the support of digital twin-based big data learning and analysis, the fusion of virtual and real spaces is deepened, promoting interaction and closed-loop optimization in smart manufacturing processes. The proposed reference framework, DT-BDVRL, guides the integration of digital and physical realms through Industrial Internet technology, providing a comprehensive solution for smart manufacturing development.

JOURNAL OF MANUFACTURING SYSTEMS (2021)

Add to Collection

Article Automation & Control Systems

A construction method of digital twin model for contact characteristics of assembly interface

Chao Zhang et al.

Summary: This paper studies the accurate modeling of assembly interface and updates of the digital twin model, proposing a method based on virtual thin-layer elements. It achieves dynamic updating and performance analysis, demonstrating higher accuracy than traditional methods.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2021)

Add to Collection

Article Computer Science, Artificial Intelligence

Maintenance optimization for a multi-unit system with digital twin simulation Example from the mining industry

Jyrki Savolainen et al.

Summary: This study focuses on optimizing time-based maintenance policy in the mining industry by utilizing digital twin systems and discrete event simulation technology to create a high-fidelity simulation environment, ultimately minimizing operational and maintenance costs.

JOURNAL OF INTELLIGENT MANUFACTURING (2021)

Add to Collection

Article Engineering, Industrial

Building a right digital twin with model engineering

Lin Zhang et al.

Summary: The concept of digital twin is gaining more attention, but there is no consensus on the definition of a right digital twin. This paper introduces some basic principles and metrics for a right digital twin, and proposes an evolutionary concurrent modeling method to guide the modeling process.

JOURNAL OF MANUFACTURING SYSTEMS (2021)

Add to Collection

Article Computer Science, Artificial Intelligence

A six-layer architecture for the digital twin: a manufacturing case study implementation

A. J. H. Redelinghuys et al.

JOURNAL OF INTELLIGENT MANUFACTURING (2020)

Add to Collection

Article Automation & Control Systems

Information modeling for cyber-physical production system based on digital twin and AutomationML

Haijun Zhang et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2020)

Add to Collection

Review Engineering, Manufacturing

Characterising the Digital Twin: A systematic literature review

David Jones et al.

CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY (2020)

Add to Collection

Article Computer Science, Information Systems

A Feature-Based Framework for Structuring Industrial Digital Twins

Juuso Autiosalo et al.

IEEE ACCESS (2020)

Add to Collection

Article Computer Science, Information Systems

Digital Twin: Values, Challenges and Enablers From a Modeling Perspective

Adil Rasheed et al.

IEEE ACCESS (2020)

Add to Collection

Article Engineering, Industrial

Digital twin-driven product design framework

Fei Tao et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2019)

Add to Collection

Article Computer Science, Artificial Intelligence

Digital twin-driven manufacturing cyber-physical system for parallel controlling of smart workshop

Jiewu Leng et al.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2019)

Add to Collection

Article Computer Science, Interdisciplinary Applications

The use of Digital Twin for predictive maintenance in manufacturing

P. Aivaliotis et al.

INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING (2019)

Add to Collection

Article Computer Science, Artificial Intelligence

Digital twin for CNC machine tool: modeling and using strategy

Weichao Luo et al.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2019)

Add to Collection

Article Computer Science, Artificial Intelligence

Modular based flexible digital twin for factory design

Jiapeng Guo et al.

JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING (2019)

Add to Collection

Article Engineering, Industrial

Digital Twin for rotating machinery fault diagnosis in smart manufacturing

Jinjiang Wang et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2019)

Add to Collection

Article Engineering, Industrial

Defining a Digital Twin-based Cyber-Physical Production System for autonomous manufacturing in smart shop floors

Kai Ding et al.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH (2019)

Add to Collection

Article Engineering, Industrial

Digital twin driven prognostics and health management for complex equipment

Fei Tao et al.

CIRP ANNALS-MANUFACTURING TECHNOLOGY (2018)

Add to Collection

Article Automation & Control Systems

Experimentable Digital Twins-Streamlining Simulation-Based Systems Engineering for Industry 4.0

Michael Schluse et al.

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS (2018)

Add to Collection

Article Automation & Control Systems

Digital twin-based smart production management and control framework for the complex product assembly shop-floor

Cunbo Zhuang et al.

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY (2018)

Add to Collection

Article Computer Science, Information Systems

A Digital Twin-Based Approach for Designing and Multi-Objective Optimization of Hollow Glass Production Line

Hao Zhang et al.

IEEE ACCESS (2017)

Add to Collection

Article Computer Science, Information Systems

Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing

Fei Tao et al.

IEEE ACCESS (2017)

Add to Collection

Proceedings Paper Engineering, Manufacturing

Sensor data and information fusion to construct digital-twins virtual machine tools for cyber-physical manufacturing

Yi Cai et al.

45TH SME NORTH AMERICAN MANUFACTURING RESEARCH CONFERENCE (NAMRC 45) (2017)

Add to Collection

Proceedings Paper Automation & Control Systems

Plug-and-Simulate within Modular Assembly Line enabled by Digital Twins and the use of AutomationML

Jumyung Um et al.

IFAC PAPERSONLINE (2017)

Add to Collection

Proceedings Paper Automation & Control Systems

Future Modeling and Simulation of CPS-based Factories: an Example from the Automotive Industry

Stephan Weyer et al.

IFAC PAPERSONLINE (2016)

Add to Collection

© Peeref 2019-2024. All rights reserved.