Optimization of sensor locations for source tracking of chemical leaks using numerical simulations and physics-informed neural networks

• Main Author: Ye, Htet
• Other Authors: Lap-Pui Chau
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2020
• Subjects: Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/139225
• Institution: Nanyang Technological University

Inverse modeling or inverse problem is applied in leak source detection in dispersion cases. It is the process of calculating the circumstances that produce a set of observed or measured outcomes. However, inverse modeling methods are computationally expensive and numerically unstable. Recent litera...