Techno-economic analysis of metal–organic frameworks for adsorption heat pumps/chillers: from directional computational screening, machine learning to experiment
Zenan Shi, Xueying Yuan, Yaling Yan, Yuanlin Tang, Junjie Li, Hong Liang, Lianpeng Tong, Zhiwei Qiao
Abstract
The equipment cost, cycle cost, and material cost analyses of adsorption heat pumps/chillers using 6013 real and 137 953 hypothetical MOFs were performed by computational screening, machine learning and experiment.
Topics & Concepts
ChillerAdsorptionProcess engineeringComputer scienceHeat pumpHeat exchangerEnvironmental scienceEngineeringWaste managementMechanical engineeringChemistryThermodynamicsPhysicsOrganic chemistryAdsorption and Cooling SystemsPhase Equilibria and ThermodynamicsCarbon Dioxide Capture Technologies