Search Results - diagnosis+and+prognosis

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Lebesgue-Sampling-based Deep Learning for Battery Diagnosis and Prognosis

Reference #: 01603 The University of South Carolina is offering licensing opportunities for Lebesgue-Sampling-based Deep Learning for Battery Diagnosis and Prognosis Background: Accurate and efficient modeling of battery degradation is of great challenge and is becoming more and more complex for batteries in modern applications. Traditional degradation...

Published: 5/16/2023 | Inventor(s): Bin Zhang, Guangxing Niu

Keywords(s): Deep belief network, Diagnosis and prognosis, Fault dynamic model, Lebesgue sampling, Lithium-ion battery, Particle filter, Uncertainty management

Category(s): Engineering and Physical Sciences, Energy

Motor Winding Insulation Diagnosis and Prognosis Using Resistance Simulation Method

Reference #: 01489 The University of South Carolina is offering licensing opportunities for Motor winding insulation diagnosis and prognosis using resistance simulation method Background: The purpose of building Permanent Magnet Synchronous Motor (PMSM) model is to enable the winding insulation fault injection in motor, along with fault (clogging)...

Published: 9/3/2022 | Inventor(s): Bin Zhang, Enhui Liu

Keywords(s): Diagnosis and prognosis, Equivalent resistance method, Sampling method, Transient dynamic performance

Category(s): Engineering and Physical Sciences, Advanced Materials