A survey on the critical issues in smart grid technologies I Colak, S Sagiroglu, G Fulli, M Yesilbudak, CF Covrig Renewable and Sustainable Energy Reviews 54, 396-405, 2016 | 364 | 2016 |
Data mining and wind power prediction: A literature review I Colak, S Sagiroglu, M Yesilbudak Renewable energy 46, 241-247, 2012 | 272 | 2012 |
Smart grid projects in Europe: Current status, maturity and future scenarios I Colak, G Fulli, S Sagiroglu, M Yesilbudak, CF Covrig Applied Energy 152, 58-70, 2015 | 142 | 2015 |
A new approach to very short term wind speed prediction using k-nearest neighbor classification M Yesilbudak, S Sagiroglu, I Colak energy conversion and management 69, 77-86, 2013 | 132 | 2013 |
Multi-period prediction of solar radiation using ARMA and ARIMA models I Colak, M Yesilbudak, N Genc, R Bayindir 2015 IEEE 14th international conference on machine learning and applications …, 2015 | 103 | 2015 |
A novel implementation of kNN classifier based on multi-tupled meteorological input data for wind power prediction M Yesilbudak, S Sagiroglu, I Colak Energy conversion and management 135, 434-444, 2017 | 91 | 2017 |
A novel application of Naive Bayes Classifier in Photovoltaic energy prediction R Bayindir, M Yesilbudak, M Colak, N Genc 2017 16th IEEE international conference on machine learning and applications …, 2017 | 55 | 2017 |
Implementation of novel hybrid approaches for power curve modeling of wind turbines M Yesilbudak Energy Conversion and Management 171, 156-169, 2018 | 53 | 2018 |
A review of data mining and solar power prediction M Yesilbudak, M Çolak, R Bayindir 2016 IEEE International Conference on Renewable Energy Research and …, 2016 | 50 | 2016 |
Clustering analysis of multidimensional wind speed data using k-means approach M Yesilbudak 2016 IEEE international conference on renewable energy research and …, 2016 | 49 | 2016 |
Prediction of solar radiation using meteorological data M Demirtas, M Yesilbudak, S Sagiroglu, I Colak 2012 International Conference on Renewable Energy Research and Applications …, 2012 | 46 | 2012 |
What are the current status and future prospects in solar irradiance and solar power forecasting? M Yesilbudak, M Colak, R Bayindir International Journal of Renewable Energy Research (IJRER) 8 (1), 635-648, 2018 | 37 | 2018 |
Partitional clustering-based outlier detection for power curve optimization of wind turbines M Yesilbudak 2016 IEEE International Conference on Renewable Energy Research and …, 2016 | 36 | 2016 |
Performance comparison of different machine learning algorithms on the prediction of wind turbine power generation O Eyecioglu, B Hangun, K Kayisli, M Yesilbudak 2019 8th International conference on renewable energy research and …, 2019 | 34 | 2019 |
A data mining approach: Analyzing wind speed and insolation period data in Turkey for installations of wind and solar power plants I Colak, S Sagiroglu, M Demirtas, M Yesilbudak Energy Conversion and Management 65, 185-197, 2013 | 32 | 2013 |
Integration challenges and solutions for renewable energy sources, electric vehicles and demand-side initiatives in smart grids M Yesilbudak, A Colak 2018 7th International Conference on Renewable Energy Research and …, 2018 | 30 | 2018 |
Multi-time series and-time scale modeling for wind speed and wind power forecasting part I: Statistical methods, very short-term and short-term applications I Colak, S Sagiroglu, M Yesilbudak, E Kabalci, HI Bulbul 2015 International Conference on Renewable Energy Research and Applications …, 2015 | 30 | 2015 |
Parameter extraction of photovoltaic cells and modules using grey wolf optimizer with dimension learning-based hunting search strategy M Yesilbudak Energies 14 (18), 5735, 2021 | 26 | 2021 |
Daily photovoltaic power prediction enhanced by hybrid GWO-MLP, ALO-MLP and WOA-MLP models using meteorological information M Colak, M Yesilbudak, R Bayindir Energies 13 (4), 901, 2020 | 26 | 2020 |
Multi-time series and-time scale modeling for wind speed and wind power forecasting part II: Medium-term and long-term applications I Colak, S Sagiroglu, M Yesilbudak, E Kabalci, HI Bulbul 2015 International Conference on Renewable Energy Research and Applications …, 2015 | 22 | 2015 |