A Flow Rate Soft Sensor for Hydraulic Proportional Directional Valves

Flow rate is a critical control factor for hydraulic proportional directional valves. Traditional flow rate monitoring relies on flowmeters, which are inflexible and at risk of failure. To improve measurement scalability and fault tolerance, a novel soft sensor based on an embedded flow rate inferen...

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Bibliographic Details
Published in:	IEEE sensors journal Vol. 24; no. 24; pp. 42281 - 42288
Main Authors:	Ren, Wei, Su, Wenbin, Mu, Xinrong, Wei, Hongbo
Format:	Journal Article
Language:	English
Published:	New York IEEE 15.12.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Accuracy Algorithms Artificial neural networks Back propagation networks Backpropagation neural network improved by wild horse optimizer (BPNN-WHO) Circuits embedded flow rate inference algorithm External pressure Fault tolerance Flow velocity Flowmeters Hardware hydraulic proportional directional valves Hydraulic systems Inference algorithms Monitoring Neural networks Orifices Pressure drop Safety Sensors Smoothness soft sensor Soft sensors Symbols Valves
ISSN:	1530-437X, 1558-1748
Online Access:	Get full text
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