A review of digital twin-driven machining: From digitization to intellectualization
Digital twin (DT) technology can realize the quality control of the dynamic cutting process by
establishing the high-fidelity DT model, which has gradually become a hot spot in intelligent …
establishing the high-fidelity DT model, which has gradually become a hot spot in intelligent …
[HTML][HTML] Big data, machine learning, and digital twin assisted additive manufacturing: A review
Additive manufacturing (AM) has undergone significant development over the past decades,
resulting in vast amounts of data that carry valuable information. Numerous research studies …
resulting in vast amounts of data that carry valuable information. Numerous research studies …
A digital thread-driven distributed collaboration mechanism between digital twin manufacturing units
The trialing of new products in production typically suffers from quality and productivity
problems because of immature manufacturing processes. As an efficient virtual-real …
problems because of immature manufacturing processes. As an efficient virtual-real …
Anti‐noise diesel engine misfire diagnosis using a multi‐scale CNN‐LSTM neural network with denoising module
Currently, accuracy of existing diesel engine fault diagnosis methods under strong noise
and generalisation performance between different noise levels are still limited. A novel multi …
and generalisation performance between different noise levels are still limited. A novel multi …
A novel LSTM-autoencoder and enhanced transformer-based detection method for shield machine cutterhead clogging
CJ Qin, RH Wu, GQ Huang, JF Tao, CL Liu - Science China Technological …, 2023 - Springer
Shield tunneling machines are paramount underground engineering equipment and play a
key role in tunnel construction. During the shield construction process, the “mud cake” …
key role in tunnel construction. During the shield construction process, the “mud cake” …
Digital Twin-based manufacturing system: A survey based on a novel reference model
The development of advanced information technologies are paving the digital transformation
of manufacturing systems, of which Digital Twin-based manufacturing system (DTMS) has …
of manufacturing systems, of which Digital Twin-based manufacturing system (DTMS) has …
Multi-objective coupling optimization of electrical cable intelligent production line driven by digital twin
G Yuan, X Liu, C Zhu, C Wang, M Zhu, Y Sun - Robotics and Computer …, 2024 - Elsevier
With the development of the personalized and diversified service production paradigm,
production lines need to be updated in a timely manner to meet market demand. In this …
production lines need to be updated in a timely manner to meet market demand. In this …
Material transport and flow pattern characteristics of gas–liquid–solid mixed flows
J Chen, M Ge, L Li, G Zheng - Processes, 2023 - mdpi.com
Flow pattern monitoring of gas–liquid–solid mixed flow has great significance to enhance
the quality and efficiency of material mixing, and the material transport mechanism and …
the quality and efficiency of material mixing, and the material transport mechanism and …
A dynamic updating method of digital twin knowledge model based on fused memorizing-forgetting model
The customized manufacturing process of complex products (with complex structures and
production processes) involving randomness and dynamics, is facing the problem of high …
production processes) involving randomness and dynamics, is facing the problem of high …
Resilient digital twin modeling: A transferable approach
High-fidelity digital twin models include not only concrete geometric models but also intrinsic
models such as mechanism models and data models, which require high information …
models such as mechanism models and data models, which require high information …