Fuzzy Clustered Federated Learning Algorithm for Solar Power Generation Forecasting-Reference-Cited by-同舟云学术

Fuzzy Clustered Federated Learning Algorithm for Solar Power Generation Forecasting

Published:2022-10-01 Issue:4 Volume:10 Page:2092-2098
ISSN:2168-6750
Container-title:IEEE Transactions on Emerging Topics in Computing
language:
Short-container-title:IEEE Trans. Emerg. Topics Comput.

Author:

Yoo Eungeun¹^ORCID,Ko Haneul¹^ORCID,Pack Sangheon²^ORCID

Affiliation:

1. Department of Computer and Information Science, Korea University, Sejong, Korea

2. School of Electrical Engineering, Korea University, Seoul, Korea

Funder

Institute for Information and Communications Technology Promotion

National Research Foundation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Human-Computer Interaction,Information Systems,Computer Science (miscellaneous)

Link

http://xplorestaging.ieee.org/ielx7/6245516/9970409/09687124.pdf?arnumber=9687124

Reference26 articles.

1. Deep Learning Based Multistep Solar Forecasting for PV Ramp-Rate Control Using Sky Images

2. Federated Learning in Mobile Edge Networks: A Comprehensive Survey

3. Communication-efficient learning of deep networks from decentralized data;mcmahan;Proc 20th Int Conf Artif Intell Statist,2017

4. Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach;fallah;Proc Annu 34th Conf Neural Inf Process Syst,2020

5. Probabilistic Solar Irradiation Forecasting Based on Variational Bayesian Inference With Secure Federated Learning

Cited by 17 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. FedRFC: Federated Learning with Recursive Fuzzy Clustering for improved non-IID data training;Future Generation Computer Systems;2024-11

2. A review of federated learning in renewable energy applications: Potential, challenges, and future directions;Energy and AI;2024-09

3. A new method for short-term photovoltaic power generation forecast based on ensemble model;AIP Advances;2024-09-01

4. Adaptive personalized federated reinforcement learning for multiple-ESS optimal market dispatch strategy with electric vehicles and photovoltaic power generations;Applied Energy;2024-07

5. Adaptive 5G-and-beyond network-enabled interpretable federated learning enhanced by neuroevolution;Science China Information Sciences;2024-06-27