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IIR document
Data driven assessment of a small scale evaporative condenser based on a combined artificial neural network with design of experiment approach.
An artificial neural network for the residual isobaric heat capacity of liquid HFC and HFO refrigerants.
A generalized approach for automated compressor performance mapping using artificial neural network.
Dynamic viscosity of low GWP refrigerants in the liquid phase: An empirical equation and an artificial neural network.
An application of the artificial neural network to optimise the energy performances of a magnetic refrigerator.
A sensor-less stroke detection technique for linear refrigeration compressors using artificial neural network.
A comparison between the modeling of a reciprocating compressor using artificial neural network and physical model.
Multi-input multi-output (MIMO) artificial neural network (ANN) models applied to economized [s]croll compressors.
Artificial neural network models for depicting mass flow rate of R22, R407C and R410A through electronic expansion valves.
Performance predictions of adiabatic flow of isobutane inside a helically coiled capillary tube: artificial neural network.
Application of Artificial Neural Network (ANN) for modelling H2O/KCOOH (potassium formate) dynamic viscosity.
Performance improvement of CO2 two-phase ejector by combining CFD modeling, artificial neural network and genetic algorithm.
Performance prediction and calibration of a clean-room air conditioner using an embedded artificial neural network.
Performance prediction of rotary solid desiccant dehumidifier in hybrid air-conditioning system using artificial neural network.
Recommended by the IIR / IIR document
Prediction of flammability classifications of refrigerants by artificial neural network and random forest model.
Refrigeration sector monitoring
3 results
Applications of artificial intelligence to refrigeration plants
A paper from the IIR TPTPR conference presents the energy performance and maintenance benefits of 19 refrigeration plants using artificial intelligence techniques.
Artificial intelligence techniques for energy-efficient HVAC systems
The benefits of Artificial Intelligence (AI) for Heating, Ventilation, and Air-Conditioning (HVAC) systems was one of the hot topics of the IIR-co-sponsored International Conference on Emerging Technologies for Sustainable and Intelligent HVACR...
Frost detection and defrosting methods: latest advances
A recent Purdue conference paper presents the state of the art regarding methods for retarding the onset of frosting, frost detection techniques and defrosting strategies, including those based on artificial...
