HBRP Publication
Published October 1, 2019 | Version v1
Journal article Open

Implementation of Generalized Regression Neural Network Prediction Tool for Evaluating Thermal Performance in a Heat Exchanger by using Triple Elliptical Leaf Angle Strips with Same Orientation and Same Direction

Authors/Creators

  • 1. Department of mechanical engineering, SSCE, India
  • 2. Department of mechanical engineering, JNTUK, India

Description

Heat exchangers have enormous power in changing the way we look around in this world. Since we find its applications at almost every nook and corner of this world so enhancement methods in heat exchangers leads to a great innovation. Here the augmentation technique of passive method of leaf strip insert is utilized. Three elliptical shaped leaf strips with same orientation and along same direction are inserted in the tube side for fluid flow. The strips are placed at different angular orientation ranging from 0° to 180° with arrangements of 10° each at 50 mm separated positions are placed. The obtained results are compared with a statistical tool of GRNN (Generalized Regression Neural Network). An algorithm is created by using the functions of dependent variables and independent variables and outputs are obtained. A comparison between these values of experiment and GRNN are done to get the percentage of error between them.

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Additional details

References

  • Ranjith et.al. Numerical analysis on a double pipe heat exchanger with twisted tape induced swirl flow on both sides. International Conference on Emerging Trends in Engineering, Science and Technology (ICETEST-2015). Procedia Technology.2016:436 – 443p
  • Jay J. Bhavsar et.al. Design And Experimental Analysis Of Spiral Tube Heat Exchanger. International Journal of Mechanical and Production Engineering, ISSN: 2320-2092. July-2013. 1(1):37-42p
  • M.Kannan et.al. Experimental And Analytical Comparison Of Heat Transfer In Double Pipe Heat Exchanger. International Journal of Automobile Engineering Research and Development (IJAuERD ) , © TJPRC Pvt. Ltd., ISSN 2277-4785.2012.2(2):1-10p
  • V. Vara Prasad et.al. Experimental Analysis To Enhance The Effectiveness Of Heat Exchanger Using Triangular Fins. International Journal of Mechanical and Production Engineering Research and Development (IJMPERD), © TJPRC Pvt. Ltd.ISSN 2249-6890. Jun 2013.3(2):1-10p
  • M.Kannan et.al. Experimental And Analytical Comparison Of Heat Transfer In Double Pipe Heat Exchanger. International Journal of Automobile Engineering Research and Development (IJAuERD ), © TJPRC Pvt. Ltd.,ISSN 2277-4785. Sep 2012.2(2):1-10p
  • Ala Venkata Rao et.al. Numerical Analysis of Double Pipe Heat Exchanger with and without Strip. International Journal for Research in Applied Science & Engineering Technology (IJRASET), ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor: 6.887. 2018.6(6):855-864p
  • Balamurugan M et.al. Analysing the Heat Transfer Enhancement of Louvered Strip Inserted Double Pipe Heat Exchanger. International Journal for Research in Applied Science & Engineering Technology (IJRASET),ISSN: 2321-9653; IC Value: 45.98; SJ Impact Factor:6.887. 2017.5(12):96-102p
  • N . C. Kanojiya et.al. Heat Transfer Enhancement in Heat Exchangers With Inserts: A Review. International Journal of Engineering Research & Technology (IJERT),ISSN: 2278-0181 or IJERTV3IS100367.2014.3(10):494-500p
  • P.B.Dehanka et,al Heat Transfer Augmentation - A Review for Helical Tape Insert. International Journal of Scientific Engineering and Technology(IJSET), (ISSN : 2277-1581).2014.3(10):1236-1238p
  • V.nageswar rao et.al. CFD analysis of CuO/water) nanofluid flow in double pipe U-bend heat exchanger. International Journal of Dynamics of Fluids, ISSN 0973-1784. 2017.13(1):137-152p

Subjects

Mechanical Engineering
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