Predicting centrifugal pumps’ complete characteristics using machine learning

HIGHLIGHTS

  • who: Jiangping Yu et al. from the College of Petrochemical Engineering, Lanzhou University of Technology, Lanzhou, China have published the paper: Predicting Centrifugal Pumpsu2019 Complete Characteristics Using Machine Learning, in the Journal: Processes 2023, 11, x FOR PEER REVIEW of /2023/
  • what: In this paper, a supervised ML model is proposed to measure and predict the relationship between Quadrant III data points and those of Quadrants I, II, and IV of a centrifugal performance characteristic curve.
  • how: For instance the four-quadrant data are made dimensionless relative to the best efficiency point (BEP . . .

     

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