Large-scale cascade cooling performance evaluation of adsorbent/water working pairs by integrated mathematical modelling and machine learning

The cooling performance of over 90 000 adsorbent/water combinations in cascaded adsorption chillers are evaluated based on experimental water adsorption isotherm by mathematical modeling, as well as efficiently predicted by machine learning models.