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

• Main Authors: Zhang, Xingyu, Li, Hua
• 其他作者: School of Mechanical and Aerospace Engineering
• 格式: Article
• 語言: English
• 出版: 2022
• 主題: Engineering::Mechanical engineering; Neural Network; Machine Learning
• 在線閱讀: https://hdl.handle.net/10356/160945
• 機構: 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...