A5034394553- Air Quality Monitoring and Forecasting
- Air Quality and Health Impacts
- Vehicle emissions and performance
- Microplastics and Plastic Pollution
- Wind and Air Flow Studies
- Building Energy and Comfort Optimization
- Recycling and Waste Management Techniques
- Industrial Vision Systems and Defect Detection
- Wildlife-Road Interactions and Conservation
- Solar Energy Systems and Technologies
- VLSI and Analog Circuit Testing
University of Hull
2022-2025
University of Strathclyde
2019-2020
University of Sheffield
2017
Traffic-related air pollution has been a serious concern amongst policy-makers and the public due to its physiological environmental impacts. An early warning system based on accurate forecasting tools must therefore be implemented circumvent adverse effects of exposure major pollutants. A multilayer perceptron neural network was trained developed using meteorological data over two-year period from monitoring site in Marylebone Road, Central London predict roadside concentration values NO2...
Airborne microplastics (AMPs) are prevalent in both indoor and outdoor environments, posing potential health risks to humans. Automating the process of spotting them micrographs can significantly enhance research monitoring. Although deep learning has shown substantial promise microplastic analysis, existing studies have primarily focused on high-resolution images samples collected from marine freshwater environments. In contrast, this work introduces a novel approach by employing enhanced...
A novel, yet simple, airborne microplastic (MP) sampling approach using global pollen monitoring equipment was applied to identify, characterise and quantify outdoor MPs for the first time. Modification of Burkard spore trap tape adhesive provided particle capture facilitated downstream spectroscopy analysis. 36 polymer types were identified from a total 21 days traps at two locations (United Kingdom South Africa). detected in 95 % daily samples. Mean MP levels 2.0 ± 0.9 m
Windcatchers are natural ventilation systems based on the design of traditional architecture, intended to provide by manipulating pressure differentials around buildings induced wind movement and temperature difference. Though air caused catcher will lead a cooling sensation for occupants, high in hot climates result little or thermal discomfort occupants. In order improve performance catchers, heat transfer devices were incorporated into design. This work investigate indoor environment...
Roadside air pollution is a major issue due to its adverse effects on human health and the environment.This highlights need for parsimonious robust forecasting tools that help vulnerable members of public reduce their exposure harmful pollutants.Recent results in applications include use hybrid models based non-linear autoregressive artificial neural networks (ANN) with exogenous multi-variable inputs (NARX) wavelet decomposition techniques.However, attempts employing both methods into one...
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