[HTML][HTML] Industrial digital twins at the nexus of NextG wireless networks and computational intelligence: A survey
By amalgamating recent communication and control technologies, computing and data
analytics techniques, and modular manufacturing, Industry 4.0 promotes integrating cyber …
analytics techniques, and modular manufacturing, Industry 4.0 promotes integrating cyber …
[HTML][HTML] The advance of digital twin for predictive maintenance: The role and function of machine learning
The recent advance of digital twin (DT) has greatly facilitated the development of predictive
maintenance (PdM). DT for PdM enables accurate equipment status recognition and …
maintenance (PdM). DT for PdM enables accurate equipment status recognition and …
Digital twin-driven partial domain adaptation network for intelligent fault diagnosis of rolling bearing
Fault diagnosis of rolling bearings has attracted extensive attention in industrial fields, which
plays a vital role in guaranteeing the reliability, safety, and economical efficiency of …
plays a vital role in guaranteeing the reliability, safety, and economical efficiency of …
Advanced manufacturing in industry 5.0: A survey of key enabling technologies and future trends
A revolution in advanced manufacturing has been driven by digital technology in the fourth
industrial revolution, also known as Industry 4.0, and has resulted in a substantial increase …
industrial revolution, also known as Industry 4.0, and has resulted in a substantial increase …
Deep discriminative transfer learning network for cross-machine fault diagnosis
Many domain adaptation methods have been presented to deal with the distribution
alignment and knowledge transfer between the target domain and the source domain …
alignment and knowledge transfer between the target domain and the source domain …
Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data
The subsea production system is essential for the subsea production of oil and gas. Real-
time monitoring can ensure safe production. The subsea production control system is the …
time monitoring can ensure safe production. The subsea production control system is the …
Early performance degradation of ceramic bearings by a twin-driven model
Early subsurface cracks make significant changes to the dynamic responses of full ceramic
ball bearings, and complex space environment brings challenges to the status monitoring of …
ball bearings, and complex space environment brings challenges to the status monitoring of …
A calibration-based hybrid transfer learning framework for RUL prediction of rolling bearing across different machines
The effective remaining useful life (RUL) prediction of rolling bearings could guarantee
mechanical equipment reliability and stability. The hybrid physical and data-driven …
mechanical equipment reliability and stability. The hybrid physical and data-driven …
BIM information integration based VR modeling in digital twins in industry 5.0
This study aims to improve the efficiency of construction efficiency to ensure the
infrastructure needs of urban development. Targeting at realizing the intelligent …
infrastructure needs of urban development. Targeting at realizing the intelligent …
Machinery fault diagnosis based on domain adaptation to bridge the gap between simulation and measured signals
In intelligent fault diagnosis, the success of artificial intelligence (AI) models is highly
dependent on labeled training samples, which may not be obtained in real-world …
dependent on labeled training samples, which may not be obtained in real-world …