Real-time data-processing framework with model updating for digital twins of water treatment facilities

• Main Authors: Wei, Yuying, Law, Adrian Wing-Keung, Yang, Chun
• Other Authors: School of Civil and Environmental Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Environmental engineering; Real-Time Model Updating; Machine Learning
• Online Access: https://hdl.handle.net/10356/165234
• Institution: Nanyang Technological University

Machine learning (ML) models are now widely used in digital twins of water treatment facilities. These models are commonly trained based on historical datasets, and their predictions serve various important objectives, such as anomaly detection and optimization. While predictions from the trained mo...