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FEM Simulation-Based Generative Adversarial Networks to Detect Bearing Faults
IEEE Transactions on Industrial Informatics, 2020Complete fault sample is essential to activate artificial intelligent (AI) models. A novel fault detection scheme is proposed to build a bridge between AI and real-world running mechanical systems.
Yun Gao, Xiao-Yang Liu, J. Xiang
semanticscholar +1 more source
Efficient CUF-based FEM analysis of thin-wall structures with Lagrange polynomial expansion
Mechanics of Advanced Materials and Structures, 2020Thin-walled structures have been widely adopted in engineering projects because of the advantages of good load-bearing capacity, light weight and low cost. In this paper, a refined finite element method (FEM) based on the Carrera Unified Formula (CUF) is
Xiangyang Xu, Nasim Fallahi, Hao Yang
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Key Engineering Materials, 2007
The paper is concerned with the numerical method of determination bending force and calibration force in plate bending. For numeric procedure the finite element method is used. Calibration force is determined when bending force and calibration coefficient are known.
Miljenko Math +2 more
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The paper is concerned with the numerical method of determination bending force and calibration force in plate bending. For numeric procedure the finite element method is used. Calibration force is determined when bending force and calibration coefficient are known.
Miljenko Math +2 more
openaire +3 more sources
Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 1995
The FOM Fusion FEM project involves the construction and operation of a 1-MW, 100 ms pulse, rapidly tunable FEM in the 130–250 GHz range for fusion applications. The undulator is a novel step-tapered undulator, consisting of two sections with different strengths and lengths and equal periodicities, and separated by a fieldfree gap.
Eecen, P.J., Tulupov, A.V., Schep, T.J.
openaire +3 more sources
The FOM Fusion FEM project involves the construction and operation of a 1-MW, 100 ms pulse, rapidly tunable FEM in the 130–250 GHz range for fusion applications. The undulator is a novel step-tapered undulator, consisting of two sections with different strengths and lengths and equal periodicities, and separated by a fieldfree gap.
Eecen, P.J., Tulupov, A.V., Schep, T.J.
openaire +3 more sources
A SMOOTHED FEM (S-FEM) FOR HEAT TRANSFER PROBLEMS
International Journal of Computational Methods, 2013By smoothing, via various ways, the compatible strain fields of the standard finite element method (FEM) using the gradient smoothing technique, a family of smoothed FEMs (S-FEMs) has been developed recently. The S-FEM possesses the advantages of both mesh-free methods and the standard FEM and works well with triangular and tetrahedral background cells
Shengchuan Wu +3 more
openaire +2 more sources