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Gokhan Mert Yagli
Gokhan Mert Yagli
PhD, Research fellow, Solar Energy Research Institute of Singapore (SERIS)
Verified email at nus.edu.sg
Title
Cited by
Cited by
Year
Automatic hourly solar forecasting using machine learning models
GM Yagli, D Yang, D Srinivasan
Renewable and Sustainable Energy Reviews 105, 487-498, 2019
2192019
Solar irradiance resource and forecasting: a comprehensive review
DS Kumar, GM Yagli, M Kashyap, D Srinivasan
IET Renewable Power Generation 14 (10), 1641-1656, 2020
1002020
Reconciling solar forecasts: Sequential reconciliation
GM Yagli, D Yang, D Srinivasan
Solar Energy 179, 391-397, 2019
492019
Can we justify producing univariate machine-learning forecasts with satellite-derived solar irradiance?
GM Yagli, D Yang, O Gandhi, D Srinivasan
Applied Energy 259, 114122, 2020
462020
Operational solar forecasting for grid integration: Standards, challenges, and outlook
D Yang, W Li, GM Yagli, D Srinivasan
Solar Energy 224, 930-937, 2021
442021
Quality Control for Solar Irradiance Data
D Yang, GM Yagli, H Quan
2018 IEEE Innovative Smart Grid Technologies-Asia (ISGT Asia), 208-213, 2018
282018
Ensemble solar forecasting using data-driven models with probabilistic post-processing through GAMLSS
GM Yagli, D Yang, D Srinivasan
Solar Energy 208, 612-622, 2020
272020
Reconciling solar forecasts: Probabilistic forecasting with homoscedastic Gaussian errors on a geographical hierarchy
GM Yagli, D Yang, D Srinivasan
Solar Energy 210, 59-67, 2020
252020
Ensemble solar forecasting and post-processing using dropout neural network and information from neighboring satellite pixels
GM Yagli, D Yang, D Srinivasan
Renewable and Sustainable Energy Reviews 155, 111909, 2022
172022
Sub-minute probabilistic solar forecasting for real-time stochastic simulations
D Yang, GM Yagli, D Srinivasan
Renewable and Sustainable Energy Reviews 153, 111736, 2022
142022
On predictability of solar irradiance
X Yang, D Yang, JM Bright, GM Yagli, P Wang
Journal of Renewable and Sustainable Energy 13 (5), 056501, 2021
132021
Novel forecast-based dispatch strategy optimization for PV hybrid systems in real time
CD Rodríguez-Gallegos, L Vinayagam, O Gandhi, GM Yagli, ...
Energy 222, 119918, 2021
112021
Solar Forecast Reconciliation and Effects of Improved Base Forecasts
GM Yagli, D Yang, D Srinivasan
2018 IEEE 7th World Conference on Photovoltaic Energy Conversion (WCPEC)(A …, 2018
72018
Predictability and forecast skill of solar irradiance over the contiguous United States
B Liu, D Yang, MJ Mayer, CFM Coimbra, J Kleissl, M Kay, W Wang, ...
Renewable and Sustainable Energy Reviews 182, 113359, 2023
62023
The value of solar forecasts and the cost of their errors: A review
O Gandhi, W Zhang, DS Kumar, CD Rodríguez-Gallegos, GM Yagli, ...
Renewable and Sustainable Energy Reviews 189, 113915, 2024
42024
Ensemble kriging for environmental spatial processes
GM Yagli, JWE Tay, D Yang
2019 IEEE International Conference on Big Data (Big Data), 3947-3950, 2019
42019
Using Combinational Methods for Forecast Improvement in PV Power Plants
GM Yagli, D Yang, D Srinivasan
2018 IEEE Innovative Smart Grid Technologies-Asia (ISGT Asia), 540-545, 2018
42018
Non-crossing Quantile Regression Neural Network as a Calibration Tool for Ensemble Weather Forecasts
M Song, D Yang, S Lerch, X Xia, GM Yagli, JM Bright, Y Shen, B Liu, X Liu, ...
Advances in Atmospheric Sciences, 1-21, 2024
22024
Data-Driven Post-processing of Ensemble Forecasts for Improved Accuracy in Solar Forecasting
GM Yagli
PQDT-Global, 2020
2020
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