Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Benjamin Bowler"'
Data-driven comparison of federated learning and model personalization for electric load forecasting
Publikováno v:
Energy and AI, Vol 14, Iss , Pp 100253- (2023)
Residential short-term electric load forecasting is essential in modern decentralized power systems. Load forecasting methods mostly rely on neural networks and require access to private and sensitive electric load data for model training. Convention
Externí odkaz:
https://doaj.org/article/9e5d5cbd4cc84438b2c05d587f71fe01
Publikováno v:
Energies, Vol 15, Iss 6, p 2097 (2022)
Faults on individual modules within a photovoltaic (PV) array can have a significant detrimental effect on the power efficiency and reliability of the entire PV system. In addition, PV module faults can create risks to personnel safety and fire hazar
Externí odkaz:
https://doaj.org/article/687b4694c7f146a69dfff5be653cdaa6
Autor:
Rohit Trivedi, Sandipan Patra, Yousra Sidqi, Benjamin Bowler, Fiona Zimmermann, Geert Deconinck, Antonios Papaemmanouil, Shafi Khadem
Publikováno v:
Energies, Vol 15, Iss 3, p 918 (2022)
This article addresses the suitable approaches for empowering energy citizens and smart energy communities through the development of community-based microgrid (C-MG) solutions while taking into consideration the functional architectural layers and s
Externí odkaz:
https://doaj.org/article/af208c6562f44742b87e88123e576d0c