Hierarchical LSTM-Based Classification of Household Heating Types Using Measurement Data
Journal article, 2024
energy measurement
heating systems
long short term memory
Classification algorithms
Feature extraction
smart meter
Smart meters
feature extraction
Long short term memory
Representation learning
energy consumption
Meteorology
Heating systems
deep learning
recurrent neural networks
Resistance heating
Author
Kristoffer Fürst
Chalmers, Electrical Engineering, Electric Power Engineering
Peiyuan Chen
Chalmers, Electrical Engineering, Electric Power Engineering
Irene Yu-Hua Gu
Chalmers, Electrical Engineering
IEEE Transactions on Smart Grid
1949-3053 (ISSN) 19493061 (eISSN)
Vol. 15 2 2261-2270Subject Categories
Other Electrical Engineering, Electronic Engineering, Information Engineering
DOI
10.1109/TSG.2023.3296020