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RISNonlinear Friction Induced Vibration of a Slider–Belt System
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A mass–spring–damper slider excited into vibration in a plane by a moving rigid belt through friction is a major paradigm of frictioninduced vibration. This paradigm has two aspects that can be improved: (1) the contact ...
An Improved Physics-Informed Neural Network for Nonsmooth Stick–Slip Dynamic Analysis
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. In complex frictional systems, friction-induced vibration (FIV) and noise are ubiquitous and intricate issues. Achieving high-precision simulation of the vibration response is crucial for the diagnosis of system ...
Usage of Multisource Data through Transfer Learning to Improve Short-Term Water Demand Forecasting
Publisher: American Society of Civil Engineers
Abstract: AbstractAccurate short-term water demand forecasting is essential for the operational management
of water distribution systems. Previous research on the use of machine learning approaches
to improve predictive accuracy has ...