Optuna-Optimized Ensemble and Neural Network Models for Static Characteristics Prediction of Active Bearings with Geometric Adjustments

Active vibration control designs for journal bearings have improved rotordynamic stability and led to advancements in adjustable bearing types that enable precise control of bearing geometry. In this study, optimized machine learning (ML) algorithms were modeled and implemented to accurately predict...

وصف كامل

التفاصيل البيبلوغرافية

المؤلفون الرئيسيون:	Girish Hariharan, Ravindra Mallya, Nitesh Kumar, Deepak Doreswamy, Gowrishankar Mandya Chennegowda, Subraya Krishna Bhat
التنسيق:	Artigo
اللغة:	Inglês
منشور في:	MDPI AG 2025-09-01
سلاسل:	Modelling
الموضوعات:	active bearing optuna artificial neural network random forest regression extreme gradient boosting light gradient boosting machine
الوصول للمادة أونلاين:	https://www.mdpi.com/2673-3951/6/3/98
الوسوم:	إضافة وسم لا توجد وسوم, كن أول من يضع وسما على هذه التسجيلة!