Ioannis C. Konstantakopoulos

Model-Based Fault Detection and Identification for Switching Power Converters

Jason Poon, Palak Jain, Ioannis C. Konstantakopoulos et al. · IEEE Transactions on Power Electronics · 2016 · 244 citations

Fault Diagnosis, Electrical Engineering, Reliability Engineering +12

A deep learning and gamification approach to improving human-building interaction and energy efficiency in smart infrastructure

Ioannis C. Konstantakopoulos, Andrew R. Barkan, Shiying He et al. · Applied Energy · 2019 · 135 citations

Engineering, Smart Building, Energy Efficiency +8

Diagnosing wind turbine faults using machine learning techniques applied to operational data

Kevin Leahy, R. Lily Hu, Ioannis C. Konstantakopoulos et al. · 2016 · 128 citations

Fault Diagnosis, Engineering, Machine Learning +19

Design Automation for Smart Building Systems

Ruoxi Jia, Baihong Jin, Ming Jin et al. · Proceedings of the IEEE · 2018 · 83 citations

Engineering, Energy-efficient Design, Smart City +17

Abnormal event detection with high resolution micro-PMU data

Yuxun Zhou, Reza Arghandeh, Ioannis C. Konstantakopoulos et al. · 2016 · 77 citations

Anomaly Detection, Machine Learning, Engineering +21