Handling incomplete sensor measurements in fault detection and diagnosis for building HVAC systems

• Main Authors: Li, Dan, Zhou, Yuxun, Hu, Guoqiang, Spanos, Costas J.
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Heating; Ventilation
• Online Access: https://hdl.handle.net/10356/155311
• Institution: Nanyang Technological University

Due to the development of sensor networks and information technology, data-driven fault detection and diagnosis (FDD) has been made possible with real-time multiple sensor measurements. However, due to inevitable sensor errors or communication failures, the raw data are usually incomplete with corru...