Hongguang Yun

An adaptive federated learning system for community building energy load forecasting and anomaly prediction

Rui Wang, Hongguang Yun, Rakiba Rayhana et al. · Energy and Buildings · 2023 · 40 citations

Engineering, Machine Learning, Data Science +12

A novel vibration indicator to monitor gear natural fatigue pitting propagation

Ke Feng, Qing Ni, Hongguang Yun et al. · Structural Health Monitoring · 2023 · 36 citations

Condition Monitoring, Monitoring Indicator, Engineering +11

An Adaptive Approach for Ice Detection in Wind Turbine With Inductive Transfer Learning

Hongguang Yun, Chengkai Zhang, Chenggang Hou et al. · IEEE Access · 2019 · 25 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +15

Automated Defect-Detection System for Water Pipelines Based on CCTV Inspection Videos of Autonomous Robotic Platforms

Rakiba Rayhana, Hongguang Yun, Zheng Liu et al. · IEEE/ASME Transactions on Mechatronics · 2023 · 25 citations

Convolutional Neural Network, Engineering, Machine Learning +19

A Multidimensional Data Fusion Neural Network for Damage Localization Using Ultrasonic Guided Wave

Hongguang Yun, Ke Feng, Rakiba Rayhana et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 23 citations

Convolutional Neural Network, Engineering, Machine Learning +18