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    Determination of Time-to-Failure for Automotive System Components Using Machine Learning 

    Source: Journal of Computing and Information Science in Engineering:;2020:;volume( 020 ):;issue: 006:;page 061003-1
    Author(s): O’Donnell, John; Yoon, Hwan-Sik
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: In recent years, there has been a growing interest in the connectivity of vehicles. This connectivity allows for the monitoring and analysis of large amount of sensor data from vehicles during their normal operations. In ...
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    Determination of Multi-Component Failure in Automotive System Using Deep Learning 

    Source: Journal of Computing and Information Science in Engineering:;2023:;volume( 024 ):;issue: 002:;page 21005-1
    Author(s): O’Donnell, John; Yoon, Hwan-Sik
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The connectivity of modern vehicles allows for the monitoring and analysis of a large amount of sensor data from vehicles during their normal operations. In recent years, there has been a growing interest in utilizing this ...
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    Nonlinear Temperature Control of Additive Friction Stir Deposition Evaluated on an Echo State Network 

    Source: Journal of Dynamic Systems, Measurement, and Control:;2023:;volume( 146 ):;issue: 002:;page 21004-1
    Author(s): Merritt, Glen R.; Cousin, Christian A.; Yoon, Hwan-Sik
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Additive friction stir deposition is a recent innovation in additive manufacturing allowing the deposition of metallic alloys onto a metallic deposit bed, creating a purely mechanical metallic bond. The deposition can be ...
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    A Review on Electromechanical Devices Fabricated by Additive Manufacturing 

    Source: Journal of Manufacturing Science and Engineering:;2017:;volume( 139 ):;issue: 001:;page 10801
    Author(s): O'Donnell, John; Kim, Myungsun; Yoon, Hwan-Sik
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Additive manufacturing (AM) for mechanical devices and electronic components has been actively researched recently. While manufacturing of those mechanical and electronic devices has their own merits, combining them into ...
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