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A physics-constrained deep learning framework for dynamic modeling of vapor compression systems

Jiacheng Ma, Yiyun Dong, Hongtao Qiao, Christopher R. Laughman

2024Applied Thermal Engineering17 citationsDOI

Topics & Concepts

Vapor-compression refrigerationCompression (physics)System dynamicsMechanical engineeringMaterials scienceEngineering physicsEngineeringComputer sciencePhysicsProcess engineeringArtificial intelligenceThermodynamicsRefrigerantGas compressorModel Reduction and Neural NetworksRefrigeration and Air Conditioning TechnologiesNuclear Engineering Thermal-Hydraulics
A physics-constrained deep learning framework for dynamic modeling of vapor compression systems | Litcius