Research on energy consumption prediction of office buildings based on comprehensive similar day and ensemble learning.
Junqi YuTianlun ZhangAnjun ZhaoYunfei XiePublished in: J. Intell. Fuzzy Syst. (2021)
Keyphrases
- energy consumption
- ensemble learning
- wireless sensor networks
- energy efficient
- ensemble classifier
- prediction accuracy
- sensor networks
- ensemble methods
- energy saving
- generalization ability
- energy efficiency
- energy conservation
- base station
- data center
- random forest
- routing algorithm
- base classifiers
- sensor nodes
- total energy
- feature selection
- routing protocol
- sensor data
- k nearest neighbor
- machine learning
- residual energy