Privacy-preserving federated learning for residential short-term load forecasting JD Fernández, SP Menci, CM Lee, A Rieger, G Fridgen Applied energy 326, 119915, 2022 | 91 | 2022 |
Federated Learning for Credit Risk Assessment. CM Lee, JD Fernández, SP Menci, A Rieger, G Fridgen HICSS, 386-395, 2023 | 22 | 2023 |
Optimal industrial flexibility scheduling based on generic data format R Bahmani, C Stiphoudt, SP Menci, M SchÖpf, G Fridgen Energy Informatics 5 (Suppl 1), 26, 2022 | 17 | 2022 |
A novel methodology for the scalability analysis of ICT systems for smart grids based on SGAM: the InteGrid project approach S Potenciano Menci, J Le Baut, J Matanza Domingo, G López López, ... Energies 13 (15), 3818, 2020 | 17 | 2020 |
Decoding design characteristics of local flexibility markets for congestion management with a multi-layered taxonomy SP Menci, O Valarezo Applied Energy 357, 122203, 2024 | 14 | 2024 |
Functional scalability and replicability analysis for smart grid functions: the InteGrid project approach S Potenciano Menci, RJ Bessa, B Herndler, C Korner, BV Rao, ... Energies 14 (18), 5685, 2021 | 7* | 2021 |
Energy Synchronization Platform Concept to Enable and Streamline Automated Industrial Demand Response C van Stiphoudt, S POTENCIANO MENCI, C Kaymakci, S Wenninger, ... Energy Proceedings, 2024 | 5 | 2024 |
Secure federated learning for residential short term load forecasting JD Fernández, SP Menci, C Lee, G Fridgen preprint arXiv:2111.09248, 2021 | 5 | 2021 |
Referenzarchitektur der Energiesynchronisationsplattform G Fridgen, S Potenciano Menci, C Stiphoudt, J Schilp, J Köberlein, ... | 5 | 2021 |
Economic and regulatory scalability and replicability of the InteGrid smart grid functionalities R Cossent, L Lind, M Correa, T Gómez, N Pimentel, JL Baut, SP Menci, ... InteGRID, Feb, 2020 | 4 | 2020 |
Scalability and replicability analysis of grid management services in low voltage networks in local flexibility markets: An interflex analysis SP Menci, B Herndler, F Kupzog, M Zweistra, R Steegh, M Willems 2021 IEEE Madrid PowerTech, 1-6, 2021 | 3 | 2021 |
Energieflexibilitätsdatenmodell der Energiesynchronisationsplattform HU Buhl, S Duda, P Schott, M Weibelzahl, S Wenninger, M Weigold, ... | 3 | 2021 |
Congestion Management in European Electricity Systems Through Aggregators and Local Flexibility Markets: A Systematic Literature Review R Akkouch, SP Menci, I Pavic 2024 20th International Conference on the European Energy Market (EEM), 1-7, 2024 | 1 | 2024 |
Abstracts of the 11th DACH+ Conference on Energy Informatics (S53-Taxonomy of Local Flexibility Markets) S Potenciano Menci Energy Informatics 5, 2022 | 1 | 2022 |
Integration der Flexibilitätsvermarktung R Ahrens, J Köberlein, L Bank, V Kalchschmid, A Oeder, A Schlereth, ... Fraunhofer Verlag, 2022 | 1 | 2022 |
Referenzarchitektur der energiesynchronisationsplattform: Teil der reihe diskussionspapiere v4 konzept der energiesynchronisationsplattform G Fridgen, S Potenciano Menci, C van Stiphoudt, J Schilp, J Köberlein, ... | 1 | 2021 |
Functional scalability and replicability analysis framework for distribution grids SP Menci, R Schwalbe, C Corner, B Herndler, J Kahtan, C Gutschi, ... IET Digital Library, 2021 | 1 | 2021 |
Energieflexibilitätsdatenmodell der Energiesynchronisationsplattform: Teil der Reihe Diskussionspapiere V4 Konzept der Energiesynchronisationsplattform HU Buhl, S Duda, P Schott, M Weibelzahl, S Wenninger, G Fridgen, ... sl, 2021 | 1 | 2021 |
Optimizing trading of electric vehicle charging flexibility in the continuous intraday market under user and market uncertainties R Chemudupaty, T Hornek, I Pavić, SP Menci Applied Energy 381, 125103, 2025 | | 2025 |
Bridging Smart Meter Gaps: A Benchmark of Statistical, Machine Learning and Time Series Foundation Models for Data Imputation A Sartipi, JD Fernandez, SP Menci, A Magitteri arXiv preprint arXiv:2501.07276, 2025 | | 2025 |