Profil

POTENCIANO MENCI Sergio

University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > FINATRAX

ORCID
0000-0002-9032-7183
Main Referenced Co-authors
FRIDGEN, Gilbert  (8)
VAN STIPHOUDT, Christine  (6)
DELGADO FERNANDEZ, Joaquin  (4)
Lindner, Martin (4)
SCHOEPF, Michael  (4)
Main Referenced Keywords
Energieflexibilität (4); SynErgie (4); Energiesynchronisationsplattform (3); SGAM (2); Smart Grid (2);
Main Referenced Unit & Research Centers
Interdisciplinary Centre for Security, Reliability and Trust (SnT) > FINATRAX - Digital Financial Services and Cross-organizational Digital Transformations (15)
ULHPC - University of Luxembourg: High Performance Computing (3)
Main Referenced Disciplines
Management information systems (16)
Computer science (16)
Energy (13)
Finance (1)
Electrical & electronics engineering (1)

Publications (total 16)

The most downloaded
385 downloads
Delgado Fernandez, J., Potenciano Menci, S., Lee, C. M., Rieger, A., & Fridgen, G. (15 November 2022). Privacy-preserving federated learning for residential short-term load forecasting. Applied Energy, 326. doi:10.1016/j.apenergy.2022.119915 https://hdl.handle.net/10993/52125

The most cited

21 citations (WOS)

Delgado Fernandez, J., Potenciano Menci, S., Lee, C. M., Rieger, A., & Fridgen, G. (15 November 2022). Privacy-preserving federated learning for residential short-term load forecasting. Applied Energy, 326. doi:10.1016/j.apenergy.2022.119915 https://hdl.handle.net/10993/52125

HORNEK, T., POTENCIANO MENCI, S., DELGADO FERNANDEZ, J., & PAVIĆ, I. (2024). Comparative Analysis of Baseline Models for Rolling Price Forecasts in the German Continuous Intraday Electricity Market. In Volume 38: Energy Transitions toward Carbon Neutrality: Part I. Stockholm, Sweden: Scanditale AB.
Peer reviewed

VAN STIPHOUDT, C., POTENCIANO MENCI, S., Can Kaymakci, Simon Wenninger, Dennis Bauer, Sebastian Duda, FRIDGEN, G., & Alexander Sauer. (2024). Energy Synchronization Platform Concept to Enable and Streamline Automated Industrial Demand Response. Energy Proceedings.
Peer Reviewed verified by ORBi

POTENCIANO MENCI, S. (2023). System organization and operation in the context of local flexibility markets at distribution level [Doctoral thesis, Unilu - Université du Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/60001

POTENCIANO MENCI, S., & Valarezo, O. (December 2023). Decoding design characteristics of local flexibility markets for congestion management with a multi-layered taxonomy. Applied Energy, 357, 122203. doi:10.1016/j.apenergy.2023.122203
Peer Reviewed verified by ORBi

Delgado Fernandez, J., Potenciano Menci, S., & Pavić, I. (2023). Towards a peer-to-peer residential short-term load forecasting with federated learning. In Proceedings of the 2023 IEEE Belgrade PowerTech (pp. 6). IEEE. doi:10.1109/PowerTech55446.2023.10202782
Peer reviewed

Lee, C. M., Delgado Fernandez, J., Potenciano Menci, S., Rieger, A., & Fridgen, G. (03 January 2023). Federated Learning for Credit Risk Assessment [Paper presentation]. Proceedings of the 56th Hawaii International Conference on System Sciences, Maui, Hawaii, United States.
Peer reviewed

Delgado Fernandez, J., Potenciano Menci, S., Lee, C. M., Rieger, A., & Fridgen, G. (15 November 2022). Privacy-preserving federated learning for residential short-term load forecasting. Applied Energy, 326. doi:10.1016/j.apenergy.2022.119915
Peer Reviewed verified by ORBi

Potenciano Menci, S. (07 September 2022). Abstracts of the 11th DACH+ Conference on Energy Informatics (S53-Taxonomy of Local Flexibility Markets). Energy Informatics, 5. doi:10.1186/s42162-022-00215-6
Peer reviewed

Bahmani, R., van Stiphoudt, C., Potenciano Menci, S., Schoepf, M., & Fridgen, G. (07 September 2022). Optimal industrial flexibility scheduling based on generic data format. Energy Informatics, 5. doi:10.1186/s42162-022-00198-4
Peer reviewed

Ahrens, R., Köberlein, J., Bank, L., Kalchschmid, V., Oeder, A., Schlereth, A., Grigorjan, A., Kaymakci, C., Schel, D., Bauer, D., Schulz, F., Lodwig, R., Bauernhansl, T., Sauer, A., Lindner, M., Weigold, M., Schulz, J., Schoepf, M., van Stiphoudt, C., ... Schimmelpfennig, J. (2022). Integration der Flexibilitätsvermarktung. In Energieflexibilität in der deutschen Industrie: Band 2 - Markt- und Stromsystem, Managementsysteme und Technologien energieflexibler Fabriken (DOI: https://doi.org/10.24406/publica-258) (pp. 237-274). Fraunhofer Verlag.
Peer reviewed

Potenciano Menci, S., Herndler, B., Kupzog, F., Zweistra, M., Steegth, R., & Willems, M. (2021). Scalability and Replicability Analysis of Grid Management Services in Low Voltage Networks in Local Flexibility Markets: an InterFlex analysis. In PowerTech 2021. Madrid, Spain: IEEE. doi:10.1109/PowerTech46648.2021.9495061
Peer reviewed

Potenciano Menci, S.* , Bessa, R. J.* , Herndler, B.* , Korner, C.* , Rao, B.-V., Leimgruber, F., Madureira, A. A., Rua, D., Coelho, F., Silva, J. V., Andrade, J. R., Sampaio, G., Teixeira, H., Simões, M., Viana, J., Oliveira, L., Castro, D., Krisper, U., & André, R. (2021). Functional Scalability and Replicability Analysis for Smart Grid Functions: The InteGrid Project Approach. Energies, 14 (18 5685). doi:10.3390/en14185685
Peer reviewed
* These authors have contributed equally to this work.

Buhl, H. U., Duda, S., Schott, P., Weibelzahl, M., Wenninger, S., Fridgen, G., Potenciano Menci, S., Schoepf, M., van Stiphoudt, C., Weigold, M., & Lindner, M. (2021). Energieflexibilitätsdatenmodell der Energiesynchronisationsplattform: Teil der Reihe Diskussionspapiere V4 Konzept der Energiesynchronisationsplattform. Germany: Fraunhofer Verlag. doi:10.24406/IGCV-N-642370

Schlip, J., Bank, L., Köberlein, J., Bauernhansl, T., Sauer, A., Fridgen, G., Bahmani, R., Potenciano Menci, S., Schoepf, M., van Stiphoudt, C., Weigold, M., & Lindner, M. (2021). Optimierung auf der Energiesynchronisationsplattform: Teil der Reihe Diskussionspapiere V4 Konzept der Energiesynchronisationsplattform. Germany: Fraunhofer Verlag. doi:10.24406/IGCV-N-642371

Fridgen, G., Potenciano Menci, S., van Stiphoudt, C., Schilp, J., Köberlein, J., Bauernhansl, T., Grigorjan, A. S. A. A., Schel, D., Schlereth, A., Schulz, F., Weigold, M., Lindner, M., Schimmelpfennig, J., & Winter, C. (2021). Referenzarchitektur der Energiesynchronisationsplattform: Teil der Reihe Diskussionspapiere V4 Konzept der Energiesynchronisationsplattform. Germany: Fraunhofer Verlag. doi:10.24406/IGCV-N-642369

Potenciano Menci, S.* , Le Baut, J.* , Matanza Domingo, J.* , López López, G.* , Cossent Arín, R., & Pio Silva, M. (2020). A Novel Methodology for the Scalability Analysis of ICT Systems for Smart Grids Based on SGAM: The InteGrid Project Approach. Energies, 13 (15 3818). doi:10.3390/en13153818
Peer reviewed
* These authors have contributed equally to this work.

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