Publications

Home » Publications
Download Smart4RES publications and other scientific communications

2023

Coming soon

  • A. Pierrot, P. Pinson. Data is missing again – Reconstruction of power generation data using k-nearest neighbours and spectral graph theory. Wind Energy, under review.
  • A. Pierrot, P. Pinson. On tracking varying bounds when forecasting bounded time series. Technometrics, under review.
  • R.J. Bessa, F. Moaidi, J. Viana, J.R. Andrade. Uncertainty-aware procurement of flexibilities for electrical grid operational planning. IEEE, under review.
  • K. Parginos, R.J. Bessa, S. Camal, G. Kariniotakis. Interpretable artificial intelligent evolved policies for renewable energy trading. IEEE, under review.
  • M-A. Magnaldo, Q. Libois, S. Riette, C. Lac. Evaluation of surface shortwave downward radiation forecasts by the numerical weather prediction model AROME. Geophysical Model Development, under review. 
 
  • D. Lagos, N. Hatziargyriou. Comparison of Grid Forming and Grid Following Control of A Central Bes In A Island System Operating In High Res Penetration. PowerTech 2023
    Download the preprint in Zenodo
  • M.A. Muñoz, P. Pinson, J. Kazempour. Online Decision Making for Trading Wind Energy. Computational Management Science. Accepted, 2023.
    Download the preprint in arXiv.
  • José Gouveia; Carlos L. Moreira; João A. Peças Lopes. Improving Dynamic Security in Islanded Power Systems: Quantification of Minimum Synchronous Inertia Considering Fault-Induced Frequency Deviations. Electricity. 2023
    https://doi.org/10.3390/electricity4020008
  • Akylas Stratigakos , Panagiotis Andrianesis , Andrea Michiorri , Georges Kariniotakis. Towards Resilient Energy Forecasting: A Robust Optimization Approach. IEEE Transactions on Smart Grid. 2023. 10.1109/TSG.2023.3272379
    Download the article in HAL https://hal.science/hal-03792191
  • Theodoros Konstantinou, Nikos Hatziargyriou. Day-Ahead Parametric Probabilistic Forecasting of Wind and Solar Power Generation using Bounded Probability Distributions and Hybrid Neural Networks. IEEE Transactions on Sustainable Energy. 2023
    https://ieeexplore.ieee.org/document/10109883

2022

  • Blum NB, Wilbert S, Nouri B, Stührenberg J, Lezaca Galeano JE, Schmidt T, Heinemann D, Vogt T, Kazantzidis A, Pitz-Paal R. Analyzing Spatial Variations of Cloud Attenuation by a Network of All-Sky Imagers. Remote Sensing. 2022; 14(22):5685. https://doi.org/10.3390/rs14225685.
    Download the article.
  • Y. Chen, M. Sun, Z. Chu, S. Camal, G. Kariniotakis, et al.. Vulnerability and Impact of Machine Learning-based Inertia Forecasting Under Cost-Oriented Data Integrity Attack. IEEE Transactions on Smart Grid, Institute of Electrical and Electronics Engineers, 2022, pp.11 ⟨10.1109/TSG.2022.3207517⟩.
    Download the conference paper in HAL
  • S. Camal, A. Michiorri, G. Kariniotakis. Reliable Provision of Ancillary Services from Aggregated Variable Renewable Energy Sources through Forecasting of Extreme Quantiles. IEEE Transactions on Power Systems, Institute of Electrical and Electronics Engineers, 2022, pp.1-15. ⟨10.1109/TPWRS.2022.3198839⟩.
    Download the conference paper in HAL
  • D. van der Meer, H. Valizadeh Haghi, J. Kleissl, J. Widén. Data-Enabled Reactive Power Control of Distributed Energy Resources via a Copula Estimation of Distribution Algorithm. 17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022., June 2022, Manchester, United Kingdom. doi:10.1109/PMAPS53380.2022.9810636
    Download the conference paper in HAL
  • D. van der Meer, S. Camal,  G. Kariniotakis. Seamless Intra-Day and Day-Ahead Multivariate Probabilistic Forecasts At High Temporal Resolution, 17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, 12-15 June 2022, Online. doi:10.1109/PMAPS53380.2022.9810606
    Download the conference paper in HAL
  • A. Stratigakos, D. van der Meer, S. Camal, G. Kariniotakis. End-To-End Learning For Hierarchical Forecasting of Renewable Energy Production With Missing Values, 17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, 12-15 June 2022, Online. doi:10.1109/PMAPS53380.2022.9810610
    Download the conference paper in HAL
  • D. van der Meer, S. Camal,  G. Kariniotakis. Generalizing Renewable Energy Forecasting Using Automatic Feature Selection and Combination, 17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, 12-15 June 2022, Online. doi:10.1109/PMAPS53380.2022.9810647
    Download the conference paper in HAL
  • A. Stratigakos, S. Camal, A. Michiorri, G. Kariniotakis. Prescriptive Trees for Value-oriented Forecasting and Optimization: Applications on Storage Scheduling and Market Clearing. IEEE Transactions on Power Systems, doi: 10.1109/TPWRS.2022.3152667.< hal-03363876f>
    Download the preprint in HAL
  • L.Han, P. Pinson, J. Kazempour. Trading Data for Wind Power Forecasting: A Regression Market with Lasso Regularization. In Press. Electric Power Systems Research.
    Download the preprint in arXiv
  • P. Pinson, L. Han, J. Kazempour. Regression markets and application to energy forecasting. TOP (2022). https://doi.org/10.1007/s11750-022-00631-7
    Download the article
  • N. Blum, S. Wilbert, B. Nouri, J. Lezaca, D. Huckebrink, A. Kazantzidis, D. Heinemann, L. Zarzalejo, M. Jiménez, R.Pitz-Paal. Measurement of diffuse and plane of array irradiance by a combination of a pyranometer and an all-sky imager.  Solar Energy 2022. https://doi.org/10.1016/j.solener.2021.11.064
    Download the article
  • Fabel, Y., Nouri, B., Wilbert, S., Blum, N., Triebel, R., Hasenbalg, M., Pascal, K., Luis,  Z., & Pitz-Paal, R. Applying self-supervised learning for semantic cloud segmentation of all-sky images. Atmos. Meas. Tech. Discuss, 2022. https://doi.org/10.5194/amt-15-797-2022
    Download the article
       

2021

  • Agoua XG, Girard R, Kariniotakis G. Photovoltaic Power Forecasting: Assessment of the Impact of Multiple Sources of Spatio-Temporal Data on Forecast Accuracy. Energies. 2021; 14(5):1432. https://doi.org/10.3390/en14051432
  • Dennis van der Meer. A benchmark for multivariate probabilistic solar irradiance forecasts. Solar Energy, vol. 225, pp286-296. https://doi.org/10.1016/j.solener.2021.07.010.
    Download the article
  •  E. Jahangir, Q. Libois, F. Couveux, B. Vié, D. Saint-Martin. Uncertainty of shortwave cloud radiative impact due to the parameterization of liquid cloud optical properties. JAMES. 2021. https://doi.org/10.1029/2021MS002742
    Download the article
  • Jack FoxErik ElaBen HobbsJustin SharpJosh NovacheckAmber MotleyRicardo J. BessaPierre PinsonGeorges Kariniotakis Forecasting and Market Design Advances: Supporting an Increasing Share of Renewable Energy, in IEEE Power and Energy Magazine, vol. 19, no. 6, pp. 77-85, Nov.-Dec. 2021, doi: 10.1109/MPE.2021.3104132.
    Download the article
  • George Kariniotakis, Simon Camal, Fabrizio Sossan, Bijan Nouri, Jorge Lezaca, Matthias Lange, Bastien Alonzo, Quentin Libois, Pierre Pinson, Ricardo Bessa, Carla Goncalves. Data Science for Next Generation Renewable Energy Forecasting – Highlight Results from the Smart4RES Project. Solar Integration Workshop, September 2021, Berlin, Germany.
    Download the article
  • Simon Camal, George Kariniotakis, Fabrizio Sossan, Quentin Libois, Raphael Legrand, Laure Raynaud, Matthias Lange, Annah Mehrens, Pierre Pinson,Amandine Pierrot, Gregor Giebel, Tufhe Göcmen, Ricardo Bessa, Jose Gouveia, Luis Teixeira, Alexandre Neto, Ricardo Manuel Santos, Gisela Mendes, Bijan Nouri ,Jorge Lezaca, Remco Verziljbergh, Gerrit Deen, George Sideratos, Christos Vitellas, Ganesh Sauba, Marcel Eijgelaar, Stéphanie Petit. Smart4RES: Next generation solutions for renewable energy forecasting and its applications for power distribution grids. CIRED 2021 Conference, September 2021, Geneva, Switzerland.
    Download the article
  • Bijan Nouri, Niklas Blum, Stefan Wilbert, Luis F. Zarzalejo. A hybrid solar irradiance nowcasting approach: combining all-sky imager systems and persistence irradiance models for increased accuracy. Solar RRL, 2021.
    Download the article
    Download the article
       
  • Akylas Stratigakos, Andrea Michiorri, Georges Kariniotakis. A Value-Oriented Price Forecasting Approach to Optimize Trading of Renewable Generation. 2021 IEEE Madrid PowerTech, IEEE, Jun 2021, Madrid, Spain. ⟨hal-03208575⟩
    Download the preprint in HAL
  • Amandine Pierrot and Pierre Pinson. Adaptive Generalized Logit-Normal Distributions for Wind Power Short-Term Forecasting. 2021 IEEE Madrid PowerTech, IEEE, Jun 2021, Madrid, Spain. eprint 2012.08910.
    Download the e-print in arXiv
  • Blum, N. B., Nouri, B., Wilbert, S., Schmidt, T., Lünsdorf, O., Stührenberg, J., Heinemann, D., Kazantzidis, A., and Pitz-Paal, R. Cloud height measurement by a network of all-sky-imagers, Atmos. Meas. Tech. Discuss., 2021. https://doi.org/10.5194/amt-14-5199-2021
    Download the article
       
  • Carla Gonçalves, Laura Cavalcante, Margarida Brito, Ricardo J. Bessa, João Gama. Forecasting Conditional Extreme Quantiles for Wind Energy, Electric Power Systems Research, 2021.
    Part of the Special Issue Proceedings of the 21st Power Systems Computation Conference (PSCC 2020).
    Published paper: https://doi.org/10.1016/j.epsr.2020.106636
  • Chiara Di Modica, Pierre Pinson, Souhaib Ben Taieb. Online forecast reconciliation in wind power prediction, Electric Power Systems Research, 2021.
    Part of the Special Issue Proceedings of the 21st Power Systems Computation Conference (PSCC 2020).
    Published paper: https://doi.org/10.1016/j.epsr.2020.106637