Deep Learning Approach for Operational Transfer Path Analysis: Case Study of Electric Vehicles
Jeongmin Oh,
Donghwi Yoo,
Hyunseok Oh
et al.
Abstract:This paper presents a new approach to fault diagnosis of the drivetrains of the electric vehicle. Most commercially available electric vehicles do not have accelerometers on electric drivetrains making it difficult to detect fault characteristics of the drivetrains of the electric vehicle, whereas accelerometers exist on the driver's seat. The proposed approach’s key idea is based on the operational transfer path analysis that determines the transfer function between the source and receiver. The transfer funct… Show more
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