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Overview of Design Considerations for Data-Driven Time-Stepping Schemes Applied to Nonlinear Mechanical Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Artificial neural networks (NNs) are a type of machine learning (ML) algorithm that mimics the functioning of the human brain to learn and generalize patterns from large amounts of data without the need for explicit knowledge ...
Electromagnetomechanical Coupled Vibration Analysis of a Direct Drive Off Shore Wind Turbine Generator
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In large directdrive offshore wind turbine generators one challenge is to engineer the system to function securely with an air gap length of about a thousandth of the outer rotor diameter. Compared to the large diameter ...
Dynamic Models for Load Calculation Procedures of Offshore Wind Turbine Support Structures: Overview, Assessment, and Outlook
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: One of the main mechanisms for driving down the cost of offshore wind energy is to install ever larger wind turbines in larger wind farms. At the same time, these turbines are placed further offshore in deeper waters. As ...
Experimental Joint Identification Using System Equivalent Model Mixing in a Bladed Disk
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: A joint between two components can be seen as a means to transmit dynamic information from one side to the other. To identify the joint, a reverse process called decoupling can be applied. This is not as straightforward ...