Mary Ann Piette

Building thermal load prediction through shallow machine learning and deep learning

Zhe Wang, Tianzhen Hong, Mary Ann Piette · Applied Energy · 2020 · 434 citations · Full text

Engineering, Machine Learning, Data Science +10

Automatic generation and simulation of urban building energy models based on city datasets for city-scale building retrofit analysis

Yixing Chen, Tianzhen Hong, Mary Ann Piette · Applied Energy · 2017 · 369 citations · Full text

Built Environment, City Datasets, Energy Models +14

Quantifying Changes in Building Electricity Use, With Application to Demand Response

Johanna L. Mathieu, Phillip N. Price, Sila Kiliccote et al. · IEEE Transactions on Smart Grid · 2011 · 332 citations

Engineering, Urban Energy Modeling, Energy Efficiency +16

Analysis of an information monitoring and diagnostic system to improve building operations

Mary Ann Piette, Sat Kartar Kinney, Philip Haves · Energy and Buildings · 2001 · 166 citations

Built Environment, Building Performance, Engineering +14

Field demonstration and implementation analysis of model predictive control in an office HVAC system

David Blum, Zhe Wang, Christopher Weyandt et al. · Applied Energy · 2022 · 160 citations · Full text