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1

Daily Photovoltaic Power Prediction Enhanced by Hybrid GWO-MLP, ALO-MLP and WOA-MLP Models Using Meteorological Information

Colak, Medine, Yesilbudak, Mehmet, Bayindir, Ramazan

Journal:

Year:

2020

File:

PDF, 5.02 MB

2020

2

A data mining approach: Analyzing wind speed and insolation period data in Turkey for installations of wind and solar power plants

Colak, Ilhami, Sagiroglu, Seref, Demirtas, Mehmet, Yesilbudak, Mehmet

Journal:

Energy Conversion and Management

Year:

2013

Language:

english

File:

PDF, 2.89 MB

english, 2013

3

A novel intelligent approach for yaw position forecasting in wind energy systems

Yesilbudak, Mehmet, Sagiroglu, Seref, Colak, Ilhami

Journal:

International Journal of Electrical Power & Energy Systems

Year:

2015

Language:

english

File:

PDF, 2.39 MB

english, 2015

4

Smart grid projects in Europe: Current status, maturity and future scenarios

Colak, Ilhami, Fulli, Gianluca, Sagiroglu, Seref, Yesilbudak, Mehmet, Covrig, Catalin-Felix

Journal:

Year:

2015

Language:

english

File:

PDF, 5.73 MB

english, 2015

5

A survey on the critical issues in smart grid technologies

Colak, Ilhami, Sagiroglu, Seref, Fulli, Gianluca, Yesilbudak, Mehmet, Covrig, Catalin-Felix

Journal:

Renewable and Sustainable Energy Reviews

Year:

2016

Language:

english

File:

PDF, 1.86 MB

english, 2016

6

[IEEE 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) - Cancun, Mexico (2017.12.18-2017.12.21)] 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA) - A Novel Application of Naive Bayes Classifier in Photovoltaic Energy Prediction

Bayindir, Ramazan, Yesilbudak, Mehmet, Colak, Medine, Genc, Naci

Year:

2017

Language:

english

File:

PDF, 403 KB

english, 2017

7

Data mining and wind power prediction: A literature review

Ilhami Colak, Seref Sagiroglu, Mehmet Yesilbudak

Journal:

Renewable Energy

Year:

2012

Language:

english

File:

PDF, 271 KB

english, 2012

8

A new approach to very short term wind speed prediction using k-nearest neighbor classification

Yesilbudak, Mehmet, Sagiroglu, Seref, Colak, Ilhami

Journal:

Energy Conversion and Management

Year:

2013

Language:

english

File:

PDF, 2.99 MB

english, 2013

9

[IEEE 2011 International Conference on Power Engineering, Energy and Electrical Drives (POWERENG) - Malaga, Spain (2011.05.11-2011.05.13)] 2011 International Conference on Power Engineering, Energy and Electrical Drives - An agglomerative hierarchical clustering tool for renewable energy sources

Colak, Ilhami, Kabalci, Ersan, Yesilbudak, Mehmet, Bulbul, H. Ibrahim

Year:

2011

Language:

english

File:

PDF, 590 KB

english, 2011

10

[IEEE 2012 International Conference on Renewable Energy Research and Applications (ICRERA) - Nagasaki, Japan (2012.11.11-2012.11.14)] 2012 International Conference on Renewable Energy Research and Applications (ICRERA) - Prediction of solar radiation using meteorological data

Demirtas, Mehmet, Yesilbudak, Mehmet, Sagiroglu, Seref, Colak, Ilhami

Year:

2012

Language:

english

File:

PDF, 330 KB

english, 2012

11

[IEEE 2012 Eleventh International Conference on Machine Learning and Applications (ICMLA) - Boca Raton, FL, USA (2012.12.12-2012.12.15)] 2012 11th International Conference on Machine Learning and Applications - Excitation Current Forecasting for Reactive Power Compensation in Synchronous Motors: A Data Mining Approach

Bayindir, Ramazan, Yesilbudak, Mehmet, Colak, Ilhami, Sagiroglu, Seref

Year:

2012

Language:

english

File:

PDF, 365 KB

english, 2012

12

[IEEE 2013 IV International Conference on Power Engineering, Energy and Electrical Drives (POWERENG) - Istanbul, Turkey (2013.05.13-2013.05.17)] 4th International Conference on Power Engineering, Energy and Electrical Drives - Very short term pitch angle optimization in wind turbines: A machine learning approach

Yesilbudak, Mehmet, Kabalci, Ersan, Sagiroglu, Seref, Colak, Ilhami

Year:

2013

Language:

english

File:

PDF, 322 KB

english, 2013

13

[IEEE 2011 5th International Conference on Application of Information and Communication Technologies (AICT) - Baku, Azerbaijan (2011.10.12-2011.10.14)] 2011 5th International Conference on Application of Information and Communication Technologies (AICT) - An intelligent approach for speed stability analysis of a travelling wave ultrasonic motor based on genetic k-NN algorithm

Colak, Ilhami, Yesilbudak, Mehmet, Sagiroglu, Seref, Kahraman, H. Tolga

Year:

2011

Language:

english

File:

PDF, 679 KB

english, 2011

14

[IEEE 2012 International Conference on Renewable Energy Research and Applications (ICRERA) - Nagasaki, Japan (2012.11.11-2012.11.14)] 2012 International Conference on Renewable Energy Research and Applications (ICRERA) - A wind speed forecasting approach based on 2-dimensional input space

Yesilbudak, Mehmet, Sagiroglu, Seref, Colak, Ilhami

Year:

2012

Language:

english

File:

PDF, 298 KB

english, 2012

15

[IEEE 2009 International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2009.12.13-2009.12.15)] 2009 International Conference on Machine Learning and Applications - Design of an Intelligent Decision Making System for a Travelling Wave Ultrasonic Motor

Colak, Ilhami, Bayindir, Ramazan, Kahraman, H. Tolga, Yesilbudak, Mehmet

Year:

2009

Language:

english

File:

PDF, 328 KB

english, 2009

16

[IEEE 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2015.12.9-2015.12.11)] 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Multi-period Prediction of Solar Radiation Using ARMA and ARIMA Models

Colak, Ilhami, Yesilbudak, Mehmet, Genc, Naci, Bayindir, Ramazan

Year:

2015

Language:

english

File:

PDF, 757 KB

english, 2015

17

[IEEE 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Miami, FL, USA (2015.12.9-2015.12.11)] 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA) - Statistical Scenarios for Demand Forecast of a High Voltage Feeder: A Comparative Study

Bayindir, Ramazan, Yesilbudak, Mehmet, Cetinkaya, Umut, Bulbul, H. Ibrahim, Arslan, Fahrettin

Year:

2015

Language:

english

File:

PDF, 1.10 MB

english, 2015

18

[IEEE 2015 International Conference on Renewable Energy Research and Applications (ICRERA) - Palermo, Italy (2015.11.22-2015.11.25)] 2015 International Conference on Renewable Energy Research and Applications (ICRERA) - Multi-time series and -time scale modeling for wind speed and wind power forecasting part II: Medium-term and long-term applications

Colak, Ilhami, Sagiroglu, Seref, Yesilbudak, Mehmet, Kabalci, Ersan, Bulbul, H. Ibrahim

Year:

2015

Language:

english

File:

PDF, 902 KB

english, 2015

19

[IEEE 2015 International Conference on Renewable Energy Research and Applications (ICRERA) - Palermo, Italy (2015.11.22-2015.11.25)] 2015 International Conference on Renewable Energy Research and Applications (ICRERA) - 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

Colak, Ilhami, Sagiroglu, Seref, Yesilbudak, Mehmet, Kabalci, Ersan, Bulbul, H. Ibrahim

Year:

2015

Language:

english

File:

PDF, 927 KB

english, 2015

20

[IEEE 2015 International Conference on Renewable Energy Research and Applications (ICRERA) - Palermo, Italy (2015.11.22-2015.11.25)] 2015 International Conference on Renewable Energy Research and Applications (ICRERA) - Load and short-circuit analyses of the electricity transmission system for industry regions in Ankara

Bayindir, Ramazan, Yesilbudak, Mehmet, Cetinkaya, Umut

Year:

2015

Language:

english

File:

PDF, 325 KB

english, 2015

21

[IEEE 2015 International Conference on Renewable Energy Research and Applications (ICRERA) - Palermo, Italy (2015.11.22-2015.11.25)] 2015 International Conference on Renewable Energy Research and Applications (ICRERA) - A case study on the investigation of solar regime in Van, Turkey

Genc, Naci, Yesilbudak, Mehmet, Colak, Medine

Year:

2015

Language:

english

File:

PDF, 1.06 MB

english, 2015

22

[IEEE 2016 IEEE International Power Electronics and Motion Control Conference (PEMC) - Varna, Bulgaria (2016.9.25-2016.9.28)] 2016 IEEE International Power Electronics and Motion Control Conference (PEMC) - Standards-based investigation of voltage dips and voltage imbalances in an organized industrial zone

Bayindir, Ramazan, Yesilbudak, Mehmet, Ermis, Salih

Year:

2016

Language:

english

File:

PDF, 944 KB

english, 2016

23

A novel implementation of kNN classifier based on multi-tupled meteorological input data for wind power prediction

Yesilbudak, Mehmet, Sagiroglu, Seref, Colak, Ilhami

Journal:

Energy Conversion and Management

Year:

2017

Language:

english

File:

PDF, 4.59 MB

english, 2017

24

[IEEE 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA) - Anaheim, CA, USA (2016.12.18-2016.12.20)] 2016 15th IEEE International Conference on Machine Learning and Applications (ICMLA) - k-Means Partition of Monthly Average Insolation Period Data for Turkey

Yesilbudak, Mehmet, Colak, Ilhami, Bayindir, Ramazan

Year:

2016

Language:

english

File:

PDF, 437 KB

english, 2016

25

[IEEE 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA) - Birmingham, United Kingdom (2016.11.20-2016.11.23)] 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA) - A review of data mining and solar power prediction

Yesilbudak, Mehmet, Colak, Medine, Bayindir, Ramazan

Year:

2016

File:

PDF, 313 KB

2016

26

[IEEE 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA) - Birmingham, United Kingdom (2016.11.20-2016.11.23)] 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA) - Clustering analysis of multidimensional wind speed data using k-means approach

Yesilbudak, Mehmet

Year:

2016

File:

PDF, 631 KB

2016

27

[IEEE 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA) - Birmingham, United Kingdom (2016.11.20-2016.11.23)] 2016 IEEE International Conference on Renewable Energy Research and Applications (ICRERA) - Partitional clustering-based outlier detection for power curve optimization of wind turbines

Yesilbudak, Mehmet

Year:

2016

File:

PDF, 1.12 MB

2016

28

[IEEE 2017 IEEE 6th International Conference on Renewable Energy Research and Applications (ICRERA) - San Diego, CA (2017.11.5-2017.11.8)] 2017 IEEE 6th International Conference on Renewable Energy Research and Applications (ICRERA) - Investigation of the effects of FACTS devices on the voltage stability of power systems

Yesilbudak, Mehmet, Ermis, Salih, Bayindir, Ramazan

Year:

2017

File:

PDF, 724 KB

2017

29

[IEEE 2017 IEEE 6th International Conference on Renewable Energy Research and Applications (ICRERA) - San Diego, CA (2017.11.5-2017.11.8)] 2017 IEEE 6th International Conference on Renewable Energy Research and Applications (ICRERA) - Peak point detection of phase-to-phase effective voltages for smart grids: A comparative study

Colak, Alperen Mustafa, Shibata, Yuichiro, Kurokawa, Fujio, Yesilbudak, Mehmet, Ermis, Salih, Bayindir, Ramazan

Year:

2017

File:

PDF, 622 KB

2017

30

[IEEE 2017 IEEE 6th International Conference on Renewable Energy Research and Applications (ICRERA) - San Diego, CA (2017.11.5-2017.11.8)] 2017 IEEE 6th International Conference on Renewable Energy Research and Applications (ICRERA) - Very-short term modeling of global solar radiation and air temperature data using curve fitting methods

Yesilbudak, Mehmet, Colak, Medine, Bayindir, Ramazan, Bulbul, H. Ibrahim

Year:

2017

File:

PDF, 1.07 MB

2017

31

Implementation of novel hybrid approaches for power curve modeling of wind turbines

Yesilbudak, Mehmet

Journal:

Energy Conversion and Management

Year:

2018

Language:

english

File:

PDF, 4.60 MB

english, 2018

32

[IEEE 2018 7th International Conference on Renewable Energy Research and Applications (ICRERA) - Paris, France (2018.10.14-2018.10.17)] 2018 7th International Conference on Renewable Energy Research and Applications (ICRERA) - Integration Challenges and Solutions for Renewable Energy Sources, Electric Vehicles and Demand-Side Initiatives in Smart Grids

Yesilbudak, Mehmet, Colak, Ayse

Year:

2018

Language:

english

File:

PDF, 167 KB

english, 2018

33

[IEEE 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) - Brasov, Romania (2019.11.3-2019.11.6)] 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) - Performance Comparison of Different Machine Learning Algorithms on the Prediction of Wind Turbine Power Generation

Eyecioglu, Onder, Hangun, Batuhan, Kayisli, Korhan, Yesilbudak, Mehmet

Year:

2019

File:

PDF, 826 KB

2019

34

[IEEE 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) - Brasov, Romania (2019.11.3-2019.11.6)] 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) - Optimal Power Flow Using Artificial Bee Colony, Wind Driven Optimization and Gravitational Search Algorithms

Ermis, Salih, Yesilbudak, Mehmet, Bayindir, Ramazan

Year:

2019

File:

PDF, 2.78 MB

2019

35

[IEEE 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) - Brasov, Romania (2019.11.3-2019.11.6)] 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) - Monthly Electrical Energy Consumption Modeling Using Ant Lion Optimizer

Yesilbudak, Mehmet, Sagliyan, Ozge, Colak, Ayse

Year:

2019

Language:

english

File:

PDF, 6.79 MB

english, 2019

36

[IEEE 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) - Brasov, Romania (2019.11.3-2019.11.6)] 2019 8th International Conference on Renewable Energy Research and Applications (ICRERA) - Forecasting of Daily Total Horizontal Solar Radiation Using Grey Wolf Optimizer and Multilayer Perceptron Algorithms

Colak, Medine, Yesilbudak, Mehmet, Bayindir, Ramazan

Year:

2019

Language:

english

File:

PDF, 406 KB

english, 2019