Suivre
Gokhan Mert Yagli
Gokhan Mert Yagli
PhD, Research fellow, Solar Energy Research Institute of Singapore (SERIS)
Adresse e-mail validée de nus.edu.sg
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Année
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
1022020
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
472020
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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