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An ensemble deep learning model for vehicular engine health prediction
Published 2024“…It is very challenging to detect vehicle failures in advance due to the intricate composition of various components and sensors. …”
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Article -
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Map matching algorithms for intelligent transportation system
Published 2021“…Map matching algorithms for route inference and vehicle localization are essential for Intelligent Transportation System (ITS) applications to reduce traffic congestion and accidents. …”
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Thesis-Doctor of Philosophy -
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Frequency stabilization through dynamic load management
Published 2011“…As the price of petroleum keeps increasing, many car manufacturers start to market more and more electric vehicle (EV) and hybrid electric vehicle (HEV). This can be seen as a huge potential on adoption of V2G enabled electric vehicles or hybrid vehicles. …”
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Final Year Project (FYP) -
69
Synchronous-Clock Range-Angle Relative Acoustic Navigation: A Unified Approach to Multi-AUV Localization, Command, Control, and Coordination
Published 2024“…This paper presents a scalable acoustic navigation approach for the unified command, control, and coordination of multiple autonomous underwater vehicles (AUVs). Existing multi-AUV operations typically achieve coordination manually by programming individual vehicles on the surface via radio communications, which becomes impractical with large vehicle numbers; or they require bi-directional intervehicle acoustic communications to achieve limited coordination when submerged, with limited scalability due to the physical properties of the acoustic channel. …”
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Article -
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EV charging/discharging coordination in LV distribution grid
Published 2013“…Unfortunately, there is quite a significant amount being contributed by human's daily transport, petrol driven vehicles. This is how Electric Vehicles (EVs) came about. …”
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Final Year Project (FYP) -
71
Proof of Travel for Trust-Based Data Validation in V2I Communication
Published 2024“…While building a chain of proofs of spatial movement creates burdens for malicious vehicles, acquiring proofs does not result in extra costs for normal vehicles, which naturally want to move from the origin to the destination. …”
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Article -
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Quantitative Modeling for Guiding the Transition to Low-Carbon Logistics
Published 2024“…We propose quantitative models to guide the transition to low-carbon logistics by adopting new vehicle technologies. Freight and logistics systems are key enablers of global economic growth, competitiveness, and access to markets and services. …”
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Thesis -
73
An experimental design of a robotic delivery company
Published 2024“…This project investigates the development of a pedestrian autonomous vehicle specifically designed for food delivery in a “campus” environment. …”
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Final Year Project (FYP) -
74
Screening for interaction domain in vault nanocapsules
Published 2010“…Protein nanocapsule is gaining popularity as therapeutic delivery vehicle. pH-controlled molecular release from the protein nanocapsule is particularly interesting. …”
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Final Year Project (FYP) -
75
An evaluation framework for second-life EV/PHEV battery application in power systems
Published 2023“…Building a battery energy storage system (BESS) with retired battery packs from electric vehicles (EVs) or plug-in hybrid electric vehicles (PHEVs) is one possible way to subsidize the price of EV/PHEV batteries, and at the same time mitigating forecast error introduced by load and renewable energy sources in power systems. …”
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Journal Article -
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Towards A Robust Integrated Urban Mobility System: Public Transit and Ride-Sharing Systems
Published 2024“…This approach, namely the matching-integrated vehicle rebalancing (MIVR) model, incorporates driver-customer matching into vehicle rebalancing problems to produce better rebalancing strategies. …”
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Thesis -
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Screening for interaction domain in vault nanocapsules.
Published 2013“…Protein nanocapsules are gaining popularity as therapeutic delivery vehicle particularly due to the potential of controlled release kinetics, particularly interesting is pH-controlled molecular release from the protein nanocapsule to release the content in the endosomes. …”
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Final Year Project (FYP) -
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The Value of Demand Forecasting in Stochastic Last-Mile Fleet Sizing and Composition Planning
Published 2025“…Customer demand constitutes a crucial source of uncertainty in designing and operating complex and costly urban last-mile distribution operations. To mitigate associated risks, companies are diversifying their last-mile delivery options, exploring new vehicle types, and engaging in varied contracting schemes, encompassing vehicle rentals and spot market capacity utilization. …”
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Article -
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Applications of artificial intelligence in real-time video analytics
Published 2019“…The pipeline first consists of vehicle detection using a deep learning based object detection algorithm, You Only Look Once Version 3 (YOLOv3), to detect vehicles. …”
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Final Year Project (FYP)