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Now showing items 31-38 of 38
Random Forest-based detection of cyber-attacks in substation automation systems in the context of IEC 61850 GOOSE communication protocol
(2022-12-01)
The development of the Smart Grid aims to improve the operation of the traditional grid through the incorporation of information and communication technology. This is typically done through the integration of communication ...
Rapid remaining-useful-life prediction of Li-ion batteries using image-based machine learning
(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 ...
Design of dust-filtering algorithms for LiDAR sensors in off-road vehicles using the AI and non-AI methods
(2022-08-01)
The performance of Lidar sensors degrades in the presence of dust. These particles can impact sensor measurements and cause robot perception algorithms to misinterpret data. This thesis proposes two distinct dust filtering ...
Design optimization of articulated vehicles with autonomous steering control
(2022-08-01)
Human driver errors cause about 94% of traffic collisions. To increase the safety of road vehicles, extensive studies have been conducted on developing autonomous driving technologies. However, little attention has been ...
Incremental learning algorithm for anomaly detection applied to computed tomography scans in nuclear industry
(2022-12-01)
During routine nuclear power plant (NPP) inspection, each maintenance tool is inspected manually before and after use on a nuclear reactor. This could result in long inspection duration (up to months), time, and resource ...
Lateral stability analysis and MPC tracking control for articulated heavy vehicles
(2022-10-01)
Articulated heavy vehicles (AHVs) exhibit poor maneuverability during curved-path negotiations and low lateral stability under high-speed evasive maneuvers, which may lead to unstable motion modes, e.g., trailer-sway and ...
Manipulator’s configuration design, excavation path generation, and underground object detection for an autonomous electric excavator
(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 ...
Improving cold climate performance of heat pumps using market-available systems
(2022-10-01)
Air source heat pumps are an excellent electric alternative to fossil fuel based heating systems for reducing residential greenhouse gas (GHG) emissions, but common mild climate systems suffer significant performance losses ...