  | VAN STIPHOUDT, C., POTENCIANO MENCI, S., & FRIDGEN, G. (2025). Ex-Ante Evaluation Approaches Within the Design Process of Information and Data Models. In B. Shishkov (Ed.), Business Modeling and Software Design (pp. 220-229). Cham, Switzerland: Springer Nature AG. doi:10.1007/978-3-031-98033-6_16  Peer reviewed |
  | VAN STIPHOUDT, C., POTENCIANO MENCI, S., Kaymakci, C., Wenninger, S., Bauer, D., Duda, S., FRIDGEN, G., & Sauer, A. (15 June 2025). The Energy Synchronization Platform concept in the model region Augsburg to enable and streamline automated industrial demand response. Applied Energy, 388, 125455. doi:10.1016/j.apenergy.2025.125455 Peer Reviewed verified by ORBi |
 | CHEMUDUPATY, R., HORNEK, T., PAVIĆ, I., & POTENCIANO MENCI, S. (01 March 2025). Optimizing trading of electric vehicle charging flexibility in the continuous intraday market under user and market uncertainties. Applied Energy, 381, 125103. doi:10.1016/j.apenergy.2024.125103 Peer Reviewed verified by ORBi |
 | SARTIPI, A., DELGADO FERNANDEZ, J., POTENCIANO MENCI, S., & MAGITTERI, A. (2025). Bridging Smart Meter Gaps: A Benchmark of Statistical, Machine Learning and Time Series Foundation Models for Data Imputation. In 2025 IEEE Kiel PowerTech (pp. 1-7). IEEE. doi:10.1109/PowerTech59965.2025.11180477 Peer reviewed |
 | NGUYEN, Q. V., DELGADO FERNANDEZ, J., & POTENCIANO MENCI, S. (14 February 2025). Spatiotemporal Graph Neural Networks in short term load forecasting: Does adding Graph Structure in Consumption Data Improve Predictions? [Paper presentation]. PowerTech 2025, Kiel, Germany. doi:10.1109/PowerTech59965.2025.11180479 Peer reviewed |
 | POTENCIANO MENCI, S., ANDOLFI, L., & AKKOUCH, R. (2025). Where do local markets fit in the current European Electricity Market structures? [Paper presentation]. International Conference on European Energy Markets (EEM). doi:10.1109/EEM64765.2025.11050249 Peer reviewed |
 | ABELLÁN ÁLVAREZ, I., DELGADO FERNANDEZ, J., & POTENCIANO MENCI, S. (2025). Privacy-preserving distributed clustering: A fully homomorphic encrypted approach for time series. Computers and Security, 157, 104579. doi:10.1016/j.cose.2025.104579 Peer Reviewed verified by ORBi |
 | HORNEK, T., LEE, Y., POTENCIANO MENCI, S., & PAVIĆ, I. (2025). The Value of Battery Energy Storage in the Continuous Intraday Market: Forecast vs. Perfect Foresight Strategies [Paper presentation]. IEEE PowerTech 2025, Kiel, Germany. doi:10.1109/PowerTech59965.2025.11180315 Peer reviewed |
 | Radovanovic, D., DELGADO FERNANDEZ, J., Schirl, M., Eibl, G., Unterweger, A., & POTENCIANO MENCI, S. (2025). Inferring the Hidden: Privacy Risks of Microaggregation in Smart Meter Data [Paper presentation]. DACH+ Conference on Energy Informatics, Aachen, Germany. Peer reviewed |
 | VAN STIPHOUDT, C., POTENCIANO MENCI, S., & FRIDGEN, G. (2025). A Three-Phase Evaluation Approach for new Information and Data Models in the Smart Grid Domain. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/65526. doi:10.48550/arXiv.2507.12649 |
 | DELGADO FERNANDEZ, J., POTENCIANO MENCI, S., & Magitteri, A. (2025). Forecasting Anonymized Electricity Load Profiles [Paper presentation]. PowerTech 2025, KIEL, Germany. doi:10.1109/PowerTech59965.2025.11180602 Peer reviewed |
 | Barbereau, T., DELGADO FERNANDEZ, J., & POTENCIANO MENCI, S. (2025). The governance of federated learning: a decision framework for organisational archetypes. Data and Policy, 7. doi:10.1017/dap.2025.10020 Peer reviewed |
 | HORNEK, T., POTENCIANO MENCI, S., & PAVIĆ, I. (2025). Directional Price Forecasting in the Continuous Intraday Market under Consideration of Neighboring Products and Limit Order Books [Paper presentation]. The 14th DACH+ Conference on Energy Informatics, Aachen, Germany. doi:10.48550/arXiv.2509.04452 Peer reviewed |
 | 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. doi:10.46855/energy-proceedings-10885 Peer reviewed |
 | ZLATANOVA, K.* , SIEBENTRITT, S.* , SCHULZ, C.* , FRIDGEN, G., HANSEN, J., LÖHNDORF, N., MANTIN, B., POTENCIANO MENCI, S., SCHYMANSKI, E., & VENDITTI, S. (2024). RISK2050: study on the vulnerability of the national economy in the face of physical risks. https://orbilu.uni.lu/handle/10993/60584 * These authors have contributed equally to this work. |
 | 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, 42. doi:10.46855/energy-proceedings-10990 Peer reviewed |
 | AKKOUCH, R.* , POTENCIANO MENCI, S., & PAVIĆ, I. (2024). Congestion Management in European Electricity Systems through Aggregators and Local Flexibility Markets: A Systematic Literature Review [Paper presentation]. International Conference on European Energy Market, Istanbul, Turkey. Peer reviewed |
 | NGUYEN, Q. V., POTENCIANO MENCI, S., & DELGADO FERNANDEZ, J. (2024). Literature review for large-scale load forecasting with large volume of smart-meter data [Paper presentation]. 16th International Conference on Applied Energy, Niigata, Japan. Peer reviewed |
 | 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 verified by ORBi |
 | 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 verified by ORBi |
 | 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 |
 | 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-642371https://orbilu.uni.lu/handle/10993/49772 |
 | 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 verified by ORBi* 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-642370https://orbilu.uni.lu/handle/10993/49559 |
 | 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-642369https://orbilu.uni.lu/handle/10993/49557 |
 | 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 verified by ORBi* These authors have contributed equally to this work. |
