Digital twins-based smart manufacturing system design in Industry 4.0: A review

J Leng, D Wang, W Shen, X Li, Q Liu, X Chen - Journal of manufacturing …, 2021 - Elsevier
A smart manufacturing system (SMS) is a multi-field physical system with complex couplings
among various components. Usually, designers in various fields can only design …

A survey of real-time ethernet modeling and design methodologies: From AVB to TSN

L Deng, G Xie, H Liu, Y Han, R Li, K Li - ACM Computing Surveys (CSUR …, 2022 - dl.acm.org
With the development of real-time critical systems, the ever-increasing communication data
traffic puts forward high-bandwidth and low-delay requirements for communication networks …

Timely survey of time-sensitive networking: Past and future directions

Y Seol, D Hyeon, J Min, M Kim, J Paek - Ieee Access, 2021 - ieeexplore.ieee.org
Time-sensitive networking (TSN) is a next generation local area network technology for the
coexistence of information and operation technology, targeted to industrial automation, in …

A review of the technology standards for enabling digital twin

K Wang, Y Wang, Y Li, X Fan, S Xiao, L Hu - Digital Twin, 2022 - digitaltwin1.org
In the process of developing digital twin enabling applications, a lack of reference to
standards related to digital twin terms, architecture and models leads to differences between …

Deep reinforcement learning-based demand response for smart facilities energy management

R Lu, R Bai, Z Luo, J Jiang, M Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This work proposes a novel deep reinforcement learning (DRL)-based demand response
algorithm for smart facilities energy management to minimize electricity costs while …

Automated design and integration of Asset Administration Shells in components of Industry 4.0

J Arm, T Benesl, P Marcon, Z Bradac, T Schröder… - Sensors, 2021 - mdpi.com
One of the central concepts in the principles of Industry 4.0 relates to the methodology for
designing and implementing the digital shell of the manufacturing process components. This …

Time-Sensitive Networking (TSN) for Industrial Automation: Current Advances and Future Directions

T Zhang, G Wang, C Xue, J Wang, M Nixon… - ACM Computing …, 2024 - dl.acm.org
With the introduction of Cyber-Physical Systems (CPS) and Internet of Things (IoT)
technologies, the automation industry is undergoing significant changes, particularly in …

Real-time performance of industrial IoT communication technologies: A review

I Behnke, H Austad - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
With the growing need for automation and the ongoing merge of OT and IT, industrial
networks have to transport a high amount of heterogeneous data with mixed criticality, such …

Assessing the traffic scheduling method for time-sensitive networking (TSN) by practical implementation

J Jiang, Y Li, X Zhang, M Yu, CD Lee… - Journal of Industrial …, 2023 - Elsevier
Abstract Time-sensitive networking (TSN), as standardized and maintained by the IEEE
802.1 Task Group, enhances the real-time and deterministic capabilities of the Ethernet …

[PDF][PDF] Time-sensitive networking for industrial automation: Challenges, opportunities, and directions

G Wang, T Zhang, C Xue, J Wang… - arXiv preprint arXiv …, 2023 - researchgate.net
With the introduction of Cyber-Physical Systems (CPS) and Internet of Things (IoT) into
industrial applications, industrial automation is undergoing tremendous change, especially …