Federated learning based appliance-level energy demand forecasting for residential buildings

Federated learning based appliance-level energy demand forecasting for residential buildings

Energy demand forecasting plays a vital role to plan electricity generation effectively in Smart Grids. With increasing electricity demand from residential buildings, a deeper understanding of individual appliances' consumption patterns becomes necessary. Most of the existing studies forecast t...

Full description

Bibliographic Details
Main Author: Suriyasekaran, Seima Saki
Other Authors: Arvind Easwaran
Format: Thesis-Master by Research
Language:English
Published: Nanyang Technological University 2021
Subjects:
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Online Access:https://hdl.handle.net/10356/152961

Internet

https://hdl.handle.net/10356/152961

Similar Items