Stay updated with breaking news from Physics Informed Deep Learning. Get real-time updates on events, politics, business, and more. Visit us for reliable news and exclusive interviews.
The Hong Kong Polytechnic University (PolyU) has received funding from the MTR Academy’s 2023 MTR Research Funding Scheme for six forward-looking research projects aimed at exploring advanced railway technology applications.PolyU researchers from the
In building Heating, Ventilation and Air Conditioning (HVAC) systems, sensor healthy operation is the foundation of the adopted control strategies to improve building energy efficiency and indoor thermal comfort. For large and complex HVAC systems where a large number of sensors are often installed, associated sensor fault detection is highly challenging due to the high dimensionality of the sensor data and complex multiple-fault scenarios. To address this challenging issue, this study proposes a novel method in which the thermodynamic laws (i.e., mass balance and energy conservation) are inte...