publication . Article . 2017

Performance measurement of plate fin heat exchanger by exploration: ANN, ANFIS, GA, and SA

Gupta, A.K.; Kumar, P.; Sahoo, R.K.; Sahu, A.K.; Sarangi, S.K.;
Open Access English
  • Published: 01 Jan 2017 Journal: Journal of Computational Design and Engineering, volume 4, issue 1, pages 60-68 (issn: 2288-4300, Copyright policy)
  • Publisher: Elsevier
Abstract
An experimental work is conducted on counter flow plate fin compact heat exchanger using offset strip fin under different mass flow rates. The training, testing, and validation set of data has been collected by conducting experiments. Next, artificial neural network merged with Genetic Algorithm (GA) utilized to measure the performance of plate-fin compact heat exchanger. The main aim of present research is to measure the performance of plate-fin compact heat exchanger and to provide full explanations. An artificial neural network predicted simulated data, which verified with experimental data under 10–20% error. Then, the authors examined two well-known global ...
Subjects
arxiv: Computer Science::Neural and Evolutionary Computation
free text keywords: Performance, Methods, Plate fin heat exchanger, Engineering design, Flow rate, TA174
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publication . Article . 2017

Performance measurement of plate fin heat exchanger by exploration: ANN, ANFIS, GA, and SA

Gupta, A.K.; Kumar, P.; Sahoo, R.K.; Sahu, A.K.; Sarangi, S.K.;