Federated Learning with Hyperparameter-based Clustering for Electrical Load Forecasting

14 November 2021

Papers citing "Federated Learning with Hyperparameter-based Clustering for Electrical Load Forecasting"

12 / 12 papers shown

Title
Electrical Load Forecasting over Multihop Smart Metering Networks with Federated Learning Ratun Rahman Pablo Moriano Samee U. Khan Dinh C. Nguyen 28 1 0 24 Feb 2025
Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach Muhammad Akbar Husnoo Adnan Anwar Md Enamul Haque A. N. Mahmood 32 1 0 10 Jan 2025
Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid V. J. Nair Lucas Pereira AI4CE 20 0 0 13 Oct 2024
Exploring Lightweight Federated Learning for Distributed Load Forecasting Abhishek Duttagupta Jin Zhao Shanker Shreejith 22 6 0 04 Apr 2024
Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting Yizhen Dong Yingjie Wang Mariana Gama Mustafa A. Mustafa Geert Deconinck Xiaowei Huang 11 2 0 02 Feb 2024
FedWOA: A Federated Learning Model that uses the Whale Optimization Algorithm for Renewable Energy Prediction Viorica Rozina Chifu T. Cioara Cristian Anitiei Cristina Bianca Pop I. Anghel 17 1 0 19 Sep 2023
CorrFL: Correlation-Based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment I. Shaer Abdallah Shami 14 8 0 22 Jul 2023
Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis Hao Lu Adam Thelen Olga Fink Chao Hu S. Laflamme FedML 13 10 0 26 Apr 2023
Crossing Roads of Federated Learning and Smart Grids: Overview, Challenges, and Perspectives Hafsa Bousbiat Roumaysa Bousselidj Yassine Himeur Abbes Amira F. Bensaali F. Fadli W. Mansoor W. Elmenreich 11 8 0 17 Apr 2023
FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination Muhammad Akbar Husnoo A. Anwar H. Reda N. Hosseinzadeh S. Islam A. N. Mahmood R. Doss FedML 11 18 0 07 Apr 2023
FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy Providers Muhammad Akbar Husnoo A. Anwar N. Hosseinzadeh S. Islam A. N. Mahmood R. Doss 14 23 0 01 Mar 2022
A Fair and Efficient Hybrid Federated Learning Framework based on XGBoost for Distributed Power Prediction Haizhou Liu Xuan Zhang Xinwei Shen Hongbin Sun FedML 16 6 0 08 Jan 2022