Tharmakulasingam Sirojan

DA-DCGAN: An Effective Methodology for DC Series Arc Fault Diagnosis in Photovoltaic Systems

Shibo Lu, Tharmakulasingam Sirojan, B.T. Phung et al. · IEEE Access · 2019 · 144 citations · Full text

Fault Diagnosis, Convolutional Neural Network, Engineering +20

Sustainable Deep Learning at Grid Edge for Real-Time High Impedance Fault Detection

Tharmakulasingam Sirojan, Shibo Lu, B.T. Phung et al. · IEEE Transactions on Sustainable Computing · 2018 · 80 citations

Artificial Intelligence, Fault Diagnosis, Convolutional Neural Network +21

Deep Neural Network Based Energy Disaggregation

Tharmakulasingam Sirojan, B.T. Phung, Eliathamby Ambikairajah · 2018 · 48 citations

Energy Consumption, Energy Disaggregation, Engineering +15

Embedded Edge Computing for Real-time Smart Meter Data Analytics

Tharmakulasingam Sirojan, Shibo Lu, B.T. Phung et al. · 2019 International Conference on Smart Energy Systems and Technologies (SEST) · 2019 · 46 citations

Traditional Electricity Meters, Engineering, Edge Device +17

Lightweight transfer nets and adversarial data augmentation for photovoltaic series arc fault detection with limited fault data

Shibo Lu, Rui Ma, Tharmakulasingam Sirojan et al. · International Journal of Electrical Power & Energy Systems · 2021 · 46 citations

Data Augmentation, Engineering, Machine Learning +7