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Chapter and Conference Paper
An Overview of Ultrasonic Signature-Based Lithium-Ion Battery Health Monitoring
Ultrasonic inspection, as one of the most significant non-destructive testing techniques, has gained popularity in the last decades. By means of high-frequency sound waves to inspect materials or objects for d...
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Chapter and Conference Paper
Investigation into Rapid State of Health Estimation of Lithium-Ion Batteries in Electric Vehicles
The state of health (SOH) is an important indicator of lithium-ion batteries in electric vehicles (EVs), and therefore accurate SOH estimation plays a fundamental role in ensuring the reliable operation and sa...
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Chapter and Conference Paper
Blind Deconvolution Based on Modified Smoothness Index for Railway Axle Bearing Fault Diagnosis
Blind deconvolution is a widely used technique for fault diagnosis of rolling bearings. Traditional blind deconvolution methods, such as minimum entropy deconvolution, are susceptible to random transients, mak...
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Chapter and Conference Paper
A Pulse Impedance Technique for Fast State of Health Estimation of EV Lithium-Ion Batteries
As efficient energy storage devices, batteries have built a close connection with the world of human beings. The lifespan and safety of batteries have always been a major concern and received massive attention...
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Chapter and Conference Paper
State of Health Estimation of Lithium-Ion Batteries from Charging Data: A Machine Learning Method
Accurate state of health (SOH) estimation of the lithium-ion battery plays an important role in ensuring the reliability and safety of the battery management system (BMS). The data-driven method based on the s...
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Chapter and Conference Paper
Diagnosis of Motor Bearing Faults Using the Vibration of an On-Rotor Sensing Method
Traditional accelerometers suffer the issue of low signal to noise ratio (SNR) and the measured signals generally show more completed modulation due to the undesired installation. On-Rotor Sensing (ORS) techno...
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Chapter and Conference Paper
Simulation and Optimization of Piezoelectric Cantilever Configurations for Energy Harvesting with Multi-modal Vibrations
The power generation capacity of piezoelectric cantilever energy harvester is limited by the narrow bandwidth of beam resonances. To overcome this problem, vibration modal analysis of piezoelectric cantilevers...
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Chapter and Conference Paper
Vibration Signature Analysis for Broken Rotor Bar Diagnosis in Induction Motors Based on Cyclic Modulation Spectrum
Broken rotor bar (BRB) is a common fault in induction motors (IM), which results in devastating consequences in the stator and reduces system reliability if not detected in a timely manner. An effective monito...