CWRU

mentions 3 type Organization feed RSS

// recent coverage 3 mentions

04:00

2026-10-07

machinebrief.com

machine-learning

Neutrosophic Ensemble Classification for Uncertainty-Aware Bearing Fault Detection: Evidence from Laboratory and Variable-Speed Industrial Benchmarks

A neutrosophic ensemble of Random Forest, XGBoost and Logistic Regression reached 100.00 percent accuracy on three of four held-out CWRU bearing-fault loads (92.27 percent on the fourth) but collapsed…

04:00

2026-07-22

arxiv.org

artificial-intelligence

BearingNAS: Obtaining In-Sensor Intelligent Fault Diagnosis Systems for Bearings Using a Laptop

BearingNAS, a Hardware-Aware Neural Network Architecture Search framework, enables in-sensor intelligent fault diagnosis for bearings using only a laptop CPU, achieving 99.50% diagnostic accuracy on t…

04:00

2026-06-25

arxiv.org

machine-learning

Digital Twin-Driven Adaptive Sim-to-Real Alignment via Reinforcement Learning for Vibration-Based Bearing Health Monitoring Under Data Scarcity

Researchers developed a reinforcement learning-based method for digital twin-driven bearing health monitoring that adaptively aligns simulated and real vibration data, achieving 92.8% cross-equipment …

// co-occurs with top 8 entities

XJTU-SY 1 Proximal Policy Optimization 1 Markov decision process 1 BearingNAS 1 STMicroelectronics 1 LSM6DSO16IS Intelligent Sensor Processing Unit 1 Case Western Reserve University 1 Random Forest 1

// topics top 5 topics

machine learning 3 ai research 2 artificial intelligence 1 neural networks 1 ai infrastructure 1