Fault Detection and Isolation in Industrial Processes Based On RNN: Deep Learning Approach - Softcover

Siva Kumar, A. P.; K, Chidananda; Pavan Kumar, N

 
9786203927757: Fault Detection and Isolation in Industrial Processes Based On RNN: Deep Learning Approach
Softcover
ISBN 10: 6203927759 ISBN 13: 9786203927757
Verlag: LAP LAMBERT Academic Publishing, 2021

Inhaltsangabe

Deep Learning is a subset collection of Machine Learning concerned where neural network algorithms inspired by human brain learn from large amount of data through several layers for nonlinear transformation, Deep learning domain techniques allows to extract features automatically from the Industrial fault detection dataset. Since it has the strong learning ability that can improve the utilization of the dataset for the feature extraction. It determines Industrial Processes fault in the input data by simulating the way the human brain detects the fault in the industrial processes.

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Über die Autorin bzw. den Autor

Dr. A.P.Siva Kumar, Did his B.Tech from JNTUH, M.Tech from JNTUA, Ph.D from JNTUA in area of "Information Retrieval and Cross Lingual Intelligent Systems"in Year 2011. Recipient of Carrer Award for Young Teachers (CAYT) for the Financial Year 2013-14.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
6203927759
ISBN 13 
9786203927757
Einband
Taschenbuch
Anzahl der Seiten
64
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland