Federated Learning based Energy Demand Prediction with Clustered
Aggregation

Federated Learning based Energy Demand Prediction with Clustered Aggregation

28 October 2022

Chu Myaet Thwal

Choong Seon Hong

Papers citing "Federated Learning based Energy Demand Prediction with Clustered Aggregation"

10 / 10 papers shown

Title
Improving accuracy and convergence of federated learning edge computing methods for generalized DER forecasting applications in power grid V. J. Nair Lucas Pereira AI4CE 25 0 0 13 Oct 2024
Overpredictive Signal Analytics in Federated Learning: Algorithms and Analysis Vijay Anavangot FedML 26 0 0 02 Oct 2024
Evolving Topics in Federated Learning: Trends, and Emerging Directions for IS Md Raihan Uddin Gauri Shankar Saddam Hossain Mukta Prabhat Kumar Najmul Islam FedML 36 0 0 24 Sep 2024
Federated Computing -- Survey on Building Blocks, Extensions and Systems René Schwermer R. Mayer Hans-Arno Jacobsen FedML 40 1 0 03 Apr 2024
Federated Learning Priorities Under the European Union Artificial Intelligence Act Herbert Woisetschläger Alexander Erben Bill Marino Shiqiang Wang Nicholas D. Lane R. Mayer Hans-Arno Jacobsen 28 15 0 05 Feb 2024
Secure short-term load forecasting for smart grids with transformer-based federated learning Jonas Sievers Thomas Blank 13 3 0 26 Oct 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 26 8 0 17 Apr 2023
Energy Prediction using Federated Learning Meghana Bharadwaj Sanjana Sarda FedML 14 5 0 22 Jan 2023
Federated Learning with Hyperparameter-based Clustering for Electrical Load Forecasting Nastaran Gholizadeh Petr Musílek FedML 45 74 0 14 Nov 2021
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions Thippa Reddy Gadekallu Viet Quoc Pham Thien Huynh-The S. Bhattacharya Praveen Kumar Reddy Maddikunta Madhusanka Liyanage FedML AI4CE 50 39 0 08 Oct 2021