Application of Bayesian regularization back propagation neural network in sensorless measurement of pump operational state

Under the strategic framework of global carbon emission reduction, it is urgent to reduce the energy consumption of centrifugal pumps. Monitoring pump’s operational states can effectively help people to understand system’s behavior, and achieve the optimal energy management on pump equipment. In vie...

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Bibliographic Details

Published in:	Energy Reports
Main Authors:	Denghao Wu, Haiming Huang, Shijun Qiu, Yan Liu, Yuezhong Wu, Yun Ren, Jiegang Mou
Format:	Article
Language:	English
Published:	Elsevier 2022-11-01
Subjects:	Sensorless measurement Centrifugal pump Bayesian regularization Neural network Energy efficiency
Online Access:	http://www.sciencedirect.com/science/article/pii/S2352484722003195