Mathematical Expression and Prediction of VOCs Adsorption Capacity and Isotherm
Zhongshen Zhang, Wenqing Wu, Gang Wang, Yuan Wang, Xinxin Wang, Wenshuo Li, Zeyu Zhao, Xiaoxiao Duan, Zhihao Zhang, Chunli Wang, Ganggang Li, Guoxia Jiang, Fenglian Zhang, Jie Cheng, Jinjun Li, Chi He, Zhengping Hao
Abstract
Adsorption capacity prediction, which needs to be based on the precise structure-capacity relationship, is important for better adsorbent design. However, the precise adsorption contribution coefficients of pores of different sizes for volatile organic compound (VOC) adsorption remain unclear. Herein, a control variable method is employed as a generative model to realize the numerization of the precise structure-capacity relationship. For the first time, a concise equation is proposed that can predict the adsorption capacities/isotherms of unknown adsorbents through their pore structure parameters. Interestingly, practical VOC adsorption amounts aligned with predicted values obtained by simultaneously considering pore volume (which undergoes volume-filling adsorption) and surface area (which undergoes surface-covering adsorption) as input variables. Derivation of the equation is based on classical adsorption theories and mathematical expression of the precise structure-capacity relationship obtained from actual experimental results. Each parameter in the equation has a specific physical meaning. This unprecedented VOC adsorption capacity/isotherm prediction method provides in-depth insight for accurate quantification of VOC adsorption, with great potential for gas adsorption prediction and guidance in the development of adsorption materials and technologies.