Probabilistic digital twin of water treatment facilities

• Main Author: Wei, Yuying
• Other Authors: Law Wing-Keung, Adrian
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Digital twin; Maching learning; Probabilistic assessment; Anomaly detection; Data assimilation
• Online Access: https://hdl.handle.net/10356/173687
• Institution: Nanyang Technological University

In recent years, the implementation of digital twin (DT) as a digital replica of the physical asset has matured significantly in smart manufacturing with the advancement of digital technologies. At the same time, for water treatment facilities which are critical infrastructures, DT is still in its i...