Publications
This page lists all identifiable scholarly outputs grouped by status. Under-review manuscripts are clearly separated and never counted as published. Patent information is omitted pending owner review.
For detailed metadata on research software outputs — including repositories, archives, technology stack, and related publications — see the Software catalogue.
Peer-Reviewed Journal Papers
Frederik Banis, Daniela Guericke, Henrik Madsen, Niels Kjølstad Poulsen. "Load Frequency Control in Microgrids using target adjusted Model Predictive Control." IET Renewable Power Generation. 14(1), 118–124, 2019.
DOI: 10.1049/iet-rpg.2019.0487
First author; developed the MPC formulation and simulation framework.Frederik Banis, Henrik Madsen, Niels Kjølstad Poulsen, Daniela Guericke. "Prosumer Response Estimation Using SINDYc in Conjunction with Markov-Chain Monte-Carlo Sampling." Energies. 13(12), 3183, 2020.
DOI: 10.3390/en13123183
First author; developed the SINDYc-MCMC estimation framework.Mateo Beus, Frederik Banis, Hrvoje Pandžić, Niels Kjølstad Poulsen. "Three-level hierarchical microgrid control—model development and laboratory implementation." Electric Power Systems Research. 189, 106758, 2020.
DOI: 10.1016/j.epsr.2020.106758
Co-author; contributed to the laboratory implementation and experimental validation.
Conference Papers
Frederik Banis, Daniela Guericke, Henrik Madsen, Niels Kjølstad Poulsen. "Supporting power balance in Microgrids with Uncertain Production using Electric Vehicles and Indirect Control." IFAC-PapersOnLine, 2019.
DOI: 10.1016/j.ifacol.2019.08.238
First author; developed the indirect control framework and EV integration.Frederik Banis, Christian Anker Hviid, Hjörleifur G. Bergsteinsson, Peder Bacher, Davide Cali, Henrik Madsen, Niels Kjølstad Poulsen. "A Grey Box Model of the Heat Dynamics of a School Building." SINTEF Proceedings, Oslo, 2020.
First author; developed the grey-box model and conducted the analysis.
Frederik Banis, Daniela Guericke, Henrik Madsen, Niels Kjølstad Poulsen. "Utilizing flexibility in Microgrids using Model Predictive Control." Proceedings of the Mediterranean Conference on Power Generation, Transmission, Distribution and Energy Conversion (MEDPOWER 2018), 2018.
DOI: 10.1049/cp.2018.1856 · ISBN: 978-1-83953-133-0
First author; developed the MPC formulation for flexibility utilization.Yelena Vardanyan, Frederik Banis, S. Ali Pourmousavi, Henrik Madsen. "Optimal coordinated bidding of a profit-maximizing EV aggregator under uncertainty." Proceedings of the 2018 IEEE International Energy Conference (ENERGYCON), 2018.
DOI: 10.1109/ENERGYCON.2018.8398821 · ISBN: 978-1-5386-1283-5
Co-author; contributed to the optimization framework and uncertainty modeling.
Thesis
Frederik Banis. Efficient Operation of Energy Grids. Technical University of Denmark, 2020.
DOI: 10.11581/DTU.00000334
Sole author; PhD dissertation.
Software
Frederik Banis. SINDYc and MCMC Framework (v1.1.1). Python, Stan/NUTS.
DOI: 10.5281/zenodo.3911952
Sole author; open-source software for system identification and Bayesian inference.Frederik Banis. Modular Energy Hub Modeling Framework . Python, Pyomo.
Project link
Sole developer; created a modular energy hub modeling framework.
Outputs are numbered for reference only; numbering does not imply ranking.
Co-authorship order follows the published record.
Citation metrics are not displayed on this page. Historical snapshots (Google Scholar: 97 citations, h-index 4, retrieved 2026-03-24) are available in the evidence register for reference.
Patent applications are documented in internal records and are not published here pending owner review.