Secure Federated Learning for Residential Short Term Load Forecasting. - Joaquín Delgado Fernández; Sergio Potenciano Menci; Charles Lee; Gilbert Fridgen (CoRR, 2021)

TSO-DSO interaction in 2030/2040: scalability of the traffic light system concept in the project InteGrid. - Sergio Potenciano Menci; Clemens Korner; Barbara Herndler; Tara Esterl; Christoph Gutschi; Ursula Krisper (Elektrotech. Informationstechnik, 2021)

Optimal industrial flexibility scheduling based on generic data format. - Ramin Bahmani; Christine van Stiphoudt; Sergio Potenciano Menci; Michael Schöpf 001; Gilbert Fridgen (Energy Inform., 2022)

Federated Learning for Credit Risk Assessment. - Chul Min Lee; Joaquín Delgado Fernández; Sergio Potenciano Menci; Alexander Rieger; Gilbert Fridgen (HICSS, 2023)

Ex-Ante Evaluation Approaches Within the Design Process of Information and Data Models. - Christine van Stiphoudt; Sergio Potenciano Menci; Gilbert Fridgen (BMSD, 2025)

Privacy-preserving distributed clustering: A fully homomorphic encrypted approach for time series. - Iván Abellán Álvarez; Joaquín Delgado Fernández; Sergio Potenciano Menci (Comput. Secur., 2025)

Forecasting Anonymized Electricity Load Profiles. - Joaquín Delgado Fernández; Sergio Potenciano Menci; Alessio Magitteri (CoRR, 2025)

The Value of Battery Energy Storage in the Continuous Intraday Market: Forecast vs. Perfect Foresight Strategies. - Timothée Hornek; Youngsub Lee; Sergio Potenciano Menci; Ivan Pavic (CoRR, 2025)

Bridging Smart Meter Gaps: A Benchmark of Statistical, Machine Learning and Time Series Foundation Models for Data Imputation. - Amir Sartipi; Joaquín Delgado Fernández; Sergio Potenciano Menci; Alessio Magitteri (CoRR, 2025)

Spatiotemporal Graph Neural Networks in short term load forecasting: Does adding Graph Structure in Consumption Data Improve Predictions? - Quoc Viet Nguyen; Joaquín Delgado Fernández; Sergio Potenciano Menci (CoRR, 2025)

A Three-Phase Evaluation Approach for new Information and Data Models in the Smart Grid Domain. - Christine van Stiphoudt; Sergio Potenciano Menci; Gilbert Fridgen (CoRR, 2025)