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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.
Viscosity prediction for six pure refrigerants using different artificial neural networks.
Thermodynamic properties of refrigerants using artificial neural networks.
A generalized approach for automated compressor performance mapping using artificial neural network.
Development of an automated compressor performance mapping using artificial neural network and multiple compressor technologies.
Computing thermodynamic properties of ammonia–water mixtures using artificial neural networks.
Optimisation of the design parameters of a domestic refrigerator using CFD and artificial neural networks.
An artificial neural network for the residual isobaric heat capacity of liquid HFC and HFO refrigerants.
Application of Artificial Neural Network (ANN) for modelling H2O/KCOOH (potassium formate) dynamic viscosity.
A sensor-less stroke detection technique for linear refrigeration compressors using artificial neural network.
Refrigerant charge fault diagnosis in the VRF system using Bayesian artificial neural network combined with ReliefF filter.
A comparison between the modeling of a reciprocating compressor using artificial neural network and physical model.
Performance prediction of rotary solid desiccant dehumidifier in hybrid air-conditioning system using artificial neural network.
Validation of multitask artificial neural networks to model desiccant wheels activated at low temperature.
Prediction of two-phase flow distribution in microchannel heat exchangers using artificial neural network.
Refrigeration sector monitoring
4 results
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...
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.
Applications of Artificial Intelligence to refrigeration systems
AI techniques, which are currently very topical, are the subject of intense research and development. Overview of their applications and benefits in the refrigeration sector, based on the latest articles...
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...
