Multiphysics Synergistic Optimization for Heterogeneous Gear Systems: A Spatiotemporal-Decoupled AI Framework for Integrated Diagnosis and Design
Sign Up to like & getrecommendations! Published in 2025 at "Measurement Science and Technology"
DOI: 10.1088/1361-6501/ae26ba
Abstract: Heterogeneous gear fault vibration signals are often influenced by the coupling of multi-level modulation sources, which severely hinders the separation of informative features and obstructs accurate tracking of their intrinsic temporal evolution. Moreover, current research… read more here.
Keywords: diagnosis; framework; heterogeneous gear; multiphysics synergistic ... See more keywords
Reliability and Random Lifetime Models of Planetary Gear Systems
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DOI: 10.1155/2018/9106404
Abstract: Conventional reliability models of planetary gear systems are mainly static. In this paper, dynamic reliability models and random lifetime models of planetary gear systems are developed with dynamic working mechanism considered. The load parameters, the… read more here.
Keywords: planetary gear; gear systems; models planetary; lifetime models ... See more keywords
THE PROCESS OF CREATING A COMPUTATIONAL 3D MODEL OF A HARMONIC TRANSMISSION
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DOI: 10.17973/mmsj.2020_06_2020009
Abstract: The article focuses on the explanation of the basic principles and functions of harmonic gear systems. The main objective of the article is to comprehensively explain the relations concerning the main construction parameters of these… read more here.
Keywords: computational model; gear systems; article; process creating ... See more keywords
Noise Reduction in Spur Gear Systems
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DOI: 10.3390/e22111306
Abstract: This article lists some tips for reducing gear case noise. With this aim, a static analysis was carried out in order to describe how stresses resulting from meshing gears affect the acoustic emissions. Different parameters… read more here.
Keywords: reduction spur; gear systems; analysis; noise reduction ... See more keywords