PERFORMANCE ANALYSIS OF THE SINGLE JET AIR CURTAIN FOR OPEN REFRIGERATED DISPLAY CABINET BY USING ARTIFICIAL NEURAL NETWORK

Year 2020, , 359 - 368, 01.04.2020

Vipin Kumar Titariya Alka Bani Agarwal

https://doi.org/10.18186/thermal.712636

Cited By: 3

Abstract

Low temperature is the key to maintain the high quality for chilled food. The single jet air curtain is used for
doorways opening insulation in the current circumstances is an idealization of the single jet air curtain used in the
supermarket open refrigerated display cabinets. Open refrigerated display cabinets are going through some of the
changes in their thermal behavior and of its overall performance due to variations in air conditions like air curtain
temperature, velocity, height/width ratio, deflection module, specific cooling load, stability and thermal efficiency. A
detailed experimental and comprehensive Artificial Neural Network Analysis of air conditions and energy transfer in
an open refrigerated display cabinet is performed in this study. Numerical ANN predictions are 99.77% accurate and
can be used to enable quick calculations and parametric analyses for the designing purposes of open refrigeration
equipment that reduce the thermal infiltration of the Open Refrigerated Display Cabinet and increase the food safety.

Keywords

Air Curtain, Display Cabinet, Artificial Neural Network, Stability, Specific Cooling Load

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