Appliance Usage Prediction for the Smart Home with an Application to Energy Demand Side Management - And Why Accuracy is not a Good Performance Metric for this Problem.
Marc WenningerJochen SchmidtToni GoellerPublished in: SMARTGREENS (2017)
Keyphrases
- smart home
- prediction accuracy
- smart home environment
- energy efficiency
- energy management
- energy conservation
- management system
- assisted living
- context aware
- activity recognition
- ambient intelligence
- intelligent environments
- home automation
- home appliances
- older adults
- ambient assisted living
- ubiquitous environments
- intelligent systems
- daily activities
- human activities
- home environment
- home environments
- information systems
- neural network
- energy saving
- embedded systems
- smart grid
- surveillance system
- knn
- multi agent
- knowledge base
- computer vision