Experimental Investigation and Neural network based parametric prediction in a multistage reciprocating humidifier

• Published in: Applied energy Vol. 293; p. 116958
• Main Authors: Salins, Sampath Suranjan, Kota Reddy, S.V., Shiva Kumar
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.07.2021
• Subjects: Artificial Neural network; Cooling effect; Energy consumption; Mean relative error; Multistage; Reciprocating cooling pads; Energy consumption; Multistage; Cooling effect; Mean relative error; Artificial Neural network; Reciprocating cooling pads

•A novel reciprocating multistage evaporative cooling method has been proposed to cool huge rooms.•Better performance in terms of COP and SCC observed for the proposed design as compared with single stage.•ANN techniques has been adopted to predict the responses.•Trainbr outperformed other algorithm...