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dr. J.S. Giraldo Chavarriaga (Juan)

About Me

Juan S. Giraldo received the B.Sc. degree in electrical engineering from the Universidad Tecnológica de Pereira, Colombia, in 2012, and the M.Sc. and Ph.D. degrees in electrical engineering from the University of Campinas, Brazil, in 2015 and 2019, respectively. From July 2018 to July 2019, he was a Visiting Researcher at the University College Dublin, Ireland. Later, from October 2019 to May 2021, he was a Postdoctoral Fellow at the Department of Electrical Engineering, Eindhoven University of Technology, the Netherlands.

 

Juan is currently a Researcher with the Mathematics of Operations Research group at the University of Twente, Enschede, the Netherlands, mainly focused on field-tests for energy management and smart grids.

 

His current research interests include the optimization, planning, and control of electrical power systems, electricity markets, and machine learning applications to power systems. 

Expertise

Engineering & Materials Science
Compensation And Redress
Distributed Power Generation
Dynamical Systems
Energy Management
Energy Storage
Linear Programming
Microgrids
Power Markets

Publications

Recent
Giraldo, J. S., Adib Murad, M. A., Kërçi, T., & Milano, F. (2022). Impact of decentralized microgrids optimal energy management on power system dynamics. Electric power systems research, 212, [108337]. https://doi.org/10.1016/j.epsr.2022.108337
Duque, E. M. S. , Giraldo, J. S., Vergara, P. P., Nguyen, P. H., van der Molen, A., & Slootweg, J. G. (2022). Community energy storage operation via reinforcement learning with eligibility traces. Electric power systems research, 212, [108515]. https://doi.org/10.1016/j.epsr.2022.108515
Giraldo, J. S., Montoya, O. D., Vergara, P. P., & Milano, F. (2022). A fixed-point current injection power flow for electric distribution systems using Laurent series. Electric power systems research, 211, [108326]. https://doi.org/10.1016/j.epsr.2022.108326
Vergara, P. P., Salazar, M. , Giraldo, J. S., & Palensky, P. (2022). Optimal dispatch of PV inverters in unbalanced distribution systems using Reinforcement Learning. International Journal of Electrical Power and Energy Systems, 136, [107628]. https://doi.org/10.1016/j.ijepes.2021.107628
Costa, L. , Giraldo, J. S., & Castro, C. A. (2022). Identification and correction of transmission line parameter errors using SCADA and synchrophasor measurements. International Journal of Electrical Power and Energy Systems, 135, [107509]. https://doi.org/10.1016/j.ijepes.2021.107509
Hernandez, R. D. , Giraldo, J. S., Tsaousoglou, G., Rider, M. J., & Paterakis, N. G. (2021). Fair Congestion Management in Distribution Systems using Virtual Power Lines. In 2021 International Conference on Smart Energy Systems and Technologies (SEST) IEEE. https://doi.org/10.1109/SEST50973.2021.9543408
Giraldo, J. S., Salazar, M., Vergara, P. P., Tsaousoglou, G., Slootweg, J. G., & Paterakis, N. G. (2021). Optimal Operation of Community Energy Storage using Stochastic Gradient Boosting Trees. In 2021 IEEE Madrid PowerTech [9495010] IEEE. https://doi.org/10.1109/PowerTech46648.2021.9495010

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Contact Details

Visiting Address

University of Twente
Drienerlolaan 5
7522 NB Enschede
The Netherlands

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Mailing Address

University of Twente
P.O. Box 217
7500 AE Enschede
The Netherlands