Browsing by Author "Lin, Xianke"
Now showing items 1-9 of 9
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Addressing electrode-specific degradation in the production and performance of electrochemical energy storage systems
Khosravinia, Kavian (2023-08-01)This thesis addresses the pressing issue of sustainable development and climate change by examining the life cycle (degradation) of electrochemical energy storage devices. Specifically, it investigates a green synthesis ... -
Deep transfer-learning based lithium-ion battery fault diagnosis
Nwauche, Chukwuemeka Nelson (2022-08-01)Fault detection in lithium-ion batteries (LiB) is paramount to ensuring the long life and proper functioning of the batteries. To that end, this thesis proposes a combined fault diagnosis framework that leverages voltage ... -
Development of eco-driving control system for connected and automated hybrid electric vehicles
Wang, Siyang (2020-04-01)Hybrid electric vehicles (HEVs) were designed as a potential solution to the ever-increasing global problems of the energy crisis and global warming through flexibly utilizing both fuel and electrical energy. Besides, the ... -
Health and safety enhancement of lithium-ion batteries for fast-charging
Ojo, Olaoluwa [Joseph] (2021-08-01)With the ever-increasing demand for battery electric vehicles, the expectation of safety, range, and fast charging has become a major focus for industry players and researchers. The research presented herein sought to ... -
Li-ion battery electrode state of charge and degradation monitoring using battery casing as the reference electrode
Rahman, MD Ashikur (2022-08-01)Lithium-ion battery (LIB) internal state such as state of charge (SOC), electrode capacity, and available lithium-ion monitoring is helpful for effective battery degradation monitoring. Monitoring these internal parameters ... -
Manipulator’s configuration design, excavation path generation, and underground object detection for an autonomous electric excavator
Ahmadi Khiyavi, Omid (2022-12-01)Construction is an industrial sector that requires high labor costs and is exposed to harsh and hazardous environmental conditions. As a solution to these problems, an autonomous excavator is expected in high demand. To ... -
Rapid remaining-useful-life prediction of Li-ion batteries using image-based machine learning
Couture, Jonathan (2022-08-01)With the increased integration of lithium-ion batteries in our everyday lives, accurate and reliable battery management systems have become an imperative aspect of the well-being of our everyday electronics. This thesis ... -
Reducing operational cost of an autonomous robot using combined data-driven and navigational algorithms
She, Xu Ting (Pamela) (2021-04-01)Autonomous mobile robots have become an important presence in various fields of work, but are restricted by short operation times due to the limitations of their onboard energy sources. This factor bottlenecks applications ... -
Sidewalk extraction using deep learning and cost-based route optimization with mini-max objective function
Bao, Zhibin (2023-12-01)With the growing diversification of modern urban transportation options, such as small-scale autonomous delivery vehicles, autonomous patrol robots, e-bikes, and e-scooters, sidewalks have gained newfound importance as ...