Neural-network-based control of discrete-phase concentration in a gas-particle corner flow with optimal energy consumption

• Main Authors: Zhang, Xingyu, Li, Hua
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Mechanical engineering; Neural Network; Machine Learning
• Online Access: https://hdl.handle.net/10356/160945
• Institution: Nanyang Technological University

This paper presents a machine learning based model for control of local bioaerosol concentration via a forced corner flow with optimal energy efficiency in an indoor environment. A recirculation zone determined by the inlet flow rate traps particles partially with one or more vortices around the cor...