Predictive risk analytics for weather-resilient operation of electric power systems P Dehghanian, B Zhang, T Dokic, M Kezunovic IEEE Transactions on Sustainable Energy 10 (1), 3-15, 2018 | 107 | 2018 |
Resiliency assessment in distribution networks using GIS-based predictive risk analytics JB Leite, JRS Mantovani, T Dokic, Q Yan, PC Chen, M Kezunovic IEEE Transactions on Power Systems 34 (6), 4249-4257, 2019 | 73 | 2019 |
Fault Location: The Models, Methods, and Solutions M Kezunovic, T Dokic, A Esmaeilian, A Gopalakrishnan, Y Liao, ... Wiley Encyclopedia of Electrical and Electronics Engineering, 1-28, 1999 | 73 | 1999 |
Predictive risk management for dynamic tree trimming scheduling for distribution networks T Dokic, M Kezunovic IEEE Transactions on Smart Grid 10 (5), 4776-4785, 2018 | 56 | 2018 |
The use of big data for outage management in distribution systems PC Chen, T Dokic, M Kezunovic International conference on electricity distribution (CIRED) workshop, 2014 | 44 | 2014 |
Hierarchical convolutional neural networks for event classification on PMU measurements M Pavlovski, M Alqudah, T Dokic, AA Hai, M Kezunovic, Z Obradovic IEEE Transactions on Instrumentation and Measurement 70, 1-13, 2021 | 41 | 2021 |
Risk assessment of a transmission line insulation breakdown due to lightning and severe weather T Dokic, P Dehghanian, PC Chen, M Kezunovic, Z Medina-Cetina, ... 2016 49th Hawaii international conference on system Sciences (HICSS), 2488-2497, 2016 | 38 | 2016 |
Spatially aware ensemble-based learning to predict weather-related outages in transmission T Dokic, M Pavlovski The Hawaii International Conference on System Sciences–HICSS, Maui, Hawaii …, 2019 | 32 | 2019 |
Predicting spatiotemporal impacts of weather on power systems using big data science M Kezunovic, Z Obradovic, T Dokic, B Zhang, J Stojanovic, P Dehghanian, ... Data Science and Big Data: An Environment of Computational Intelligence, 265-299, 2017 | 32 | 2017 |
Predicting weather-associated impacts in outage management utilizing the GIS framework PC Chen, T Dokic, N Stokes, DW Goldberg, M Kezunovic 2015 IEEE PES Innovative Smart Grid Technologies Latin America (ISGT LATAM …, 2015 | 28 | 2015 |
Transfer learning for event detection from PMU measurements with scarce labels AA Hai, T Dokic, M Pavlovski, T Mohamed, D Saranovic, M Alqudah, ... IEEE Access 9, 127420-127432, 2021 | 25 | 2021 |
Fault detection utilizing convolution neural network on timeseries synchrophasor data from phasor measurement units M Alqudah, M Pavlovski, T Dokic, M Kezunovic, Y Hu, Z Obradovic IEEE Transactions on Power Systems 37 (5), 3434-3442, 2021 | 18 | 2021 |
Fast extraction and characterization of fundamental frequency events from a large PMU dataset using big data analytics R Baembitov, T Dokic, M Kezunovic, Y Hu, Z Obradovic Proceedings of the Annual Hawaii International Conference on System Sciences, 2021 | 16 | 2021 |
Predicting impact of weather caused blackouts on electricity customers based on risk assessment Q Yan, T Dokic, M Kezunovic 2016 IEEE Power and Energy Society General Meeting (PESGM), 1-5, 2016 | 16 | 2016 |
The impact of time series-based interruption cost on online risk assessment in distribution networks JB Leite, JRS Mantovani, T Dokic, Q Yan, PC Chen, M Kezunovic 2016 Ieee Pes Transmission & Distribution Conference And Exposition-latin …, 2016 | 15 | 2016 |
GIS-based risk assessment for electric power consumers under severe weather conditions Q Yan, T Dokic, M Kezunovic 2016 18th Mediterranean Electrotechnical Conference (MELECON), 1-6, 2016 | 15 | 2016 |
Prediction model for the distribution transformer failure using correlation of weather data EH Ko, T Dokic, M Kezunovic 5th International Colloquium on Transformer Research and Asset Management …, 2020 | 11 | 2020 |
Big data framework for predictive risk assessment of weather impacts on electric power systems M Kezunovic, T Dokic Grid of the Future, CIGRE US Nat. Committee, 2019 | 9 | 2019 |
Optimal placement of line surge arresters based on predictive risk framework using spatiotemporally correlated big data M Kezunovic, T Dokic CIGRE General Session, Session Papers & Proceedings, C4-202_2018, Paris …, 2018 | 9 | 2018 |
Failure probability metric by machine learning for online risk assessment in distribution networks JB Leite, JRS Mantovani, T Dokic, QYPC Chen, M Kezunovic 2017 IEEE PES Innovative Smart Grid Technologies Conference-Latin America …, 2017 | 8 | 2017 |