This repository contains the code and data used for our analysis of the role of remote sensors for comfort, energy, and demand response in single-zone multi-node systems.
We are not able to publish the ecobee dataset of 1,000 houses mentioned in the analysis. However, the dataset is publicly available at https://www.osti.gov/biblio/1854924
Two publications have utilized this code in their analysis.
Mulayim, Ozan Baris, and Mario Bergés. "Unmasking the Thermal Behavior of Single-Zone Multi-Room Houses: An Empirical Study." Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. 2023.
Mulayim, Ozan Baris, Severnini, Edson, and Mario Bergés. "Unmasking the Role of Remote Sensors in Comfort, Energy and Demand Response" Data Centric Engineering 2024. (In Progress)