Machine Learning Data-Driven Residential Load Multi-Level Forecasting With Univariate and Multivariate Time Series Models Toward Sustainable Smart Homes.
Leila IsmailHuned MaterwalaFida K. DankarPublished in: IEEE Access (2024)
Keyphrases
- multivariate time series
- data driven
- machine learning
- smart home
- autoregressive
- multivariate time series data
- temporal data
- phase space reconstruction
- probabilistic model
- data sets
- machine learning algorithms
- temporal patterns
- ambient intelligence
- dimension reduction
- principal component analysis
- management system
- data streams
- training data
- data mining