Using Consumer Behavior Data to Reduce Energy Consumption in Smart Homes: Applying Machine Learning to Save Energy without Lowering Comfort of Inhabitants.
Daniel SchweizerMichael ZehnderHolger WacheHans Friedrich WitschelDanilo ZanattaMiguel RodriguezPublished in: ICMLA (2015)
Keyphrases
- energy consumption
- save energy
- smart home
- machine learning
- energy saving
- energy conservation
- data sets
- wireless sensor networks
- energy efficiency
- energy aware
- data collection
- energy efficient
- data mining techniques
- consumer behavior
- data transmission
- artificial intelligence
- power consumption
- data analysis
- sensor data
- sensor networks
- routing algorithm
- sensor nodes
- management system