Dr Xinhui Ma's Projects (4)

Digital Twin through Physics-Informed Deep Learning for Offshore Wind Turbine Gearing Fault Diagnosis and Prognosis Mar 1, 2024 - Feb 28, 2025
Digital Twin (DT) technology combines real-time monitoring, predictive capabilities, and communication technologies to provide intelligent service systems capable of improving reliability, cost-effectiveness, and safety. DT research has seen a dramat... Read More about Digital Twin through Physics-Informed Deep Learning for Offshore Wind Turbine Gearing Fault Diagnosis and Prognosis.

Wolfson Equipment bid 2023 - Confocal Imaging ZEISS Elyra 7 with Lattice SIM² Oct 1, 2024 - Sep 30, 2029

Mortality Risk Prediction of ICU Patients with Sepsis Considering Dynamic Time Series Characteristics under Uncertainty Mar 31, 2023 - Mar 30, 2025
ICU patients with sepsis have rapidly changing conditions and high mortality. Because of it, early prediction and timely intervention are the keys to reducing the risk of death.
The project aims to provide critical care physicians with an intellige... Read More about Mortality Risk Prediction of ICU Patients with Sepsis Considering Dynamic Time Series Characteristics under Uncertainty.

3D Analysis of Maxillofacial Growth Jul 1, 2017 - Aug 31, 2019
The goal of this study is to develop, test and validate three-dimensional analysis methodologies to quantify maxillofacial growth. The methodologies are expected to provide guidance and support to determine the nature and extent of hard-tissue mandib... Read More about 3D Analysis of Maxillofacial Growth.