107 citations · 110 across the 3 of their papers we have counts for
3 papers
Stochastic simulation of residential building occupant-driven energy use in a bottom-up model of the U.S. housing stock
Jianli Chen, Rajendra Adhikari, Eric Wilson +4
The residential buildings sector is one of the largest electricity consumers worldwide and contributes disproportionally to peak electricity demand in many regions. Strongly driven…
The ASHRAE Great Energy Predictor III competition: Overview and results
Clayton Miller, Pandarasamy Arjunan, Anjukan Kathirgamanathan +8
In late 2019, ASHRAE hosted the Great Energy Predictor III (GEPIII) machine learning competition on the Kaggle platform. This launch marked the third energy prediction competition…
Transfer Operator Theoretic Framework for Monitoring Building Indoor Environment in Uncertain Operating Conditions
Himanshu Sharma, Anthony D. Fontanini, Umesh Vaidya +1
Dynamical system-based linear transfer Perron- Frobenius (P-F) operator framework is developed to address analysis and design problems in the building system. In particular, the pr…