Identification of flow pattern in microchannel using ANN - Timung, Seim;Mandal, Tapas K.
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This book is based on my M. Tech work on prediction of flow patterns of gas-liquid flow in microchannel using probabilistic neural network (PNN). It also contains a brief description on PNN and steps to develop a PNN in MATLAB R2008a. The analytical models present in literature, to predict the gas-liquid flow patterns employs different physics involved. So, for each flow pattern there are separate models being developed. This present work is aim to develop a single PNN model for predicting the flow patterns. The advantage of using a PNN is the ability to predict without any detail knowledge and understanding of the physics involved.…mehr

Produktbeschreibung
This book is based on my M. Tech work on prediction of flow patterns of gas-liquid flow in microchannel using probabilistic neural network (PNN). It also contains a brief description on PNN and steps to develop a PNN in MATLAB R2008a. The analytical models present in literature, to predict the gas-liquid flow patterns employs different physics involved. So, for each flow pattern there are separate models being developed. This present work is aim to develop a single PNN model for predicting the flow patterns. The advantage of using a PNN is the ability to predict without any detail knowledge and understanding of the physics involved.
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Autorenporträt
Mr. Seim Timung, Master of Technology: Studied Petroleum Refinery Engineering at Inian Institute of Technology Guwahati, India, under the supervision of Dr. Tapas K Mandal. Presently working as Research Scholar at IIT Guwahati, in the field of microfluidic technology under the supervision of Dr. Tapas K Mandal and Dr. Dipankar Bandyopadhyay