An Approximate Forecasting of Electricity Load and Price of a Smart Home Using Nearest Neighbor.
Muhammad NawazNadeem JavaidFakhar Ullah ManglaMaria MunirFarwa IhsanAtia JavaidMuhammad AsifPublished in: CISIS (2019)
Keyphrases
- smart home
- load forecasting
- nearest neighbor
- short term
- power system
- electric power
- long term
- activity recognition
- electricity consumption
- k nearest neighbor
- forecasting accuracy
- assisted living
- context aware
- smart home environment
- ambient intelligence
- support vector regression
- home automation
- knn
- ubiquitous environments
- electricity markets
- forecast models
- high dimensional
- bp neural network
- power generation
- intelligent systems
- home environment
- training set
- management system
- demand forecasting
- human activities
- data points
- home environments
- intelligent agents
- older adults
- ambient assisted living
- embedded systems
- smart grid
- energy saving
- forecasting model