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