Correlation between IoT sensor measurements and total electricity consumption in smart homes
| Main Authors: | Marko Jelić, Dea Pujić, Marko Batić |
|---|---|
| Format: | Proceeding Journal |
| Terbitan: |
, 2020
|
| Subjects: | |
| Online Access: |
https://zenodo.org/record/4304344 |
Daftar Isi:
- With the IoT industry rapidly growing and evolving, smart home concepts powered by distributed IoT sensors are becoming more and more popular amongst residential users. This transformation has created an opportunity for novel energy management solutions with the main goal of improving energy efficiency. A key element in this process is being able to predict energy consumption with this paper aiming to extend the current state of the art by analyzing real measurements obtained from smart sensors through their distribution, statistical characteristics and suitability as predictors in a forecasting algorithm. The research presented in this paper is partly financed by the European Union (H2020 LAMBDA project, GA. No: 809965 and H2020 InBetween project, GA No. 768776), and partly by the Ministry of Education, Science and Technological Development of the Republic of Serbia.