Data-driven autonomous operation of VOCs removal system

• Published in: Scientific reports Vol. 14; no. 1; pp. 5953 - 10
• Main Authors: Kang, Myeonginn, Han, Jongmin, Kim, Yangjoon, Kim, Seongcheon, Kang, Seokho
• Format: Journal Article
• Language: English
• Published: London Nature Publishing Group UK 12.03.2024; Nature Publishing Group; Nature Portfolio
• Subjects: 639/705/117; 704/172/169; Humanities and Social Sciences; multidisciplinary; Neural networks; Objective function; Optimization; Organic compounds; Science; Science (multidisciplinary); Subject specialists; VOCs; Volatile organic compounds

Removal of volatile organic compounds (VOCs) from the air has been an important issue in many industrial fields. Traditionally, the operation of VOCs removal systems has relied on fixed operating conditions determined by domain experts based on their expertise and intuition. In practice, this manual...