Optimization of centrifugal pump performance and excitation force based on machine learning and enhanced non-dominated sorting genetic algorithm III

This study addresses the issue of excessive vibration in centrifugal pumps without compromising their performance by employing six machine learning methods. These include the Backpropagation (BP) Neural Network, Feedforward Neural Network (FNN), Support Vector Machine (SVM), Extreme Learning Machine...

Celý popis

Podrobná bibliografie

Vydáno v:	Engineering applications of artificial intelligence Ročník 143; s. 110036
Hlavní autoři:	Haoqing, Jiang, Wei, Dong, Sucheng, Li, Fan, He
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Ltd 01.03.2025
Témata:	Axial force Centrifugal pump Genetic algorithm Machine learning Optimization design Centrifugal pump Genetic algorithm Optimization design Axial force Machine learning
ISSN:	0952-1976
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!