A digital twin-driven approach towards smart manufacturing: reduced energy consumption for a robotic cell
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Computer Integrated Manufacturing"
DOI: 10.1080/0951192x.2020.1775297
Abstract: ABSTRACT One of the significant trends in smart manufacturing is the idea of industrial digitalization, which is enabled through the use of new information technologies, such as the Internet of Things, big data, cloud computing,… read more here.
Keywords: driven approach; manufacturing; digital twin; smart manufacturing ... See more keywords
Digital twin-driven machine learning: ball bearings fault severity classification
Sign Up to like & getrecommendations! Published in 2020 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/abd280
Abstract: Machine learning algorithms (MLAs) are increasingly being used as effective techniques for processing vibration signals obtained from complex industrial machineries. Previous applications of automatic fault detection algorithms in the diagnosis of rotating machines were mainly… read more here.
Keywords: machine; machine learning; twin driven; digital twin ... See more keywords
Digital Twin-Driven Fault Diagnosis for Autonomous Surface Vehicles
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3268711
Abstract: This paper presents a digital twin-driven fault diagnosis approach based on a graphical model and an adaptive extended Kalman filter algorithm for autonomous surface vehicles. In contrast with the traditional adaptive Kalman filter algorithm, where… read more here.
Keywords: digital twin; driven fault; autonomous surface; twin driven ... See more keywords
Provable Performance Bounds for Digital Twin-Driven Reinforcement Learning in Wireless Networks: A Novel Digital-Twin Bisimulation Metric
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2025.3624833
Abstract: Abstract Digital twin (DT)-driven reinforcement learning (RL) has emerged as a promising paradigm for wireless network optimization, offering safe and efficient training environment for policy exploration. However, in theory existing methods cannot always guarantee real-world… read more here.
Keywords: driven reinforcement; digital twin; performance; twin driven ... See more keywords
Digital Twin-Driven VCTS Control: An Iterative Apporach Using Model-Based Reinforcement Learning
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2024.3492183
Abstract: The Virtually Coupled Train Set (VCTS) is a promising framework to improve the efficiency of urban rail transits (URTs), addressing challenges introduced by time-varying and location-varying passenger flow. However, traditional train control models, relying on… read more here.
Keywords: model based; driven vcts; digital twin; model ... See more keywords
Digital Twin-Driven Virtual Network Architecture for Enhanced Extended Reality Capabilities
Sign Up to like & getrecommendations! Published in 2024 at "Applied Sciences"
DOI: 10.3390/app142210352
Abstract: Extended Reality (XR) technology is proposed as a key enabler for the development of immersive applications, thus transforming the way users interact within digital environments. In communication networks, XR will be able to introduce immersive… read more here.
Keywords: extended reality; architecture; digital twin; twin driven ... See more keywords
Digital Twin-Driven Stability Optimization Framework for Large Underground Caverns
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app15084481
Abstract: With rapid urbanization, the utilization of underground space has become an important part of infrastructure. However, the stability of underground spaces such as large caverns remains a key challenge in civil engineering throughout the lifecycle… read more here.
Keywords: real time; framework; stability; digital twin ... See more keywords
Digital Twin-Driven Sorting System for 3D Printing Farm
Sign Up to like & getrecommendations! Published in 2025 at "Applied Sciences"
DOI: 10.3390/app151810222
Abstract: Modern agricultural intelligent manufacturing faces critical challenges including low automation levels, safety hazards in high-temperature processing, and insufficient production data integration. Digital twin technology and 3D printing offer promising solutions through real-time virtual–physical synchronization and… read more here.
Keywords: system; sorting system; digital twin; driven sorting ... See more keywords