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

• المؤلف الرئيسي: Ye, Htet
• مؤلفون آخرون: Lap-Pui Chau
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2020
• الموضوعات: Engineering::Electrical and electronic engineering
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/139225
• المؤسسة: 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...