Introducing IEA EBC annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation W O'Brien, A Wagner, M Schweiker, A Mahdavi, J Day, MB Kjærgaard, ... Building and Environment 178, 106738, 2020 | 229 | 2020 |
Automated daily pattern filtering of measured building performance data C Miller, Z Nagy, A Schlueter Automation in Construction 49, 1-17, 2015 | 195 | 2015 |
A review of unsupervised statistical learning and visual analytics techniques applied to performance analysis of non-residential buildings C Miller, Z Nagy, A Schlueter Renewable and Sustainable Energy Reviews 81 (1), 1365-1377, 2018 | 172 | 2018 |
The Building Data Genome Project: An open, public data set from non-residential building electrical meters C Miller, F Meggers Energy Procedia 122, 439-444, 2017 | 165 | 2017 |
The Building Data Genome Project 2, energy meter data from the ASHRAE Great Energy Predictor III competition C Miller, A Kathirgamanathan, B Picchetti, P Arjunan, JY Park, Z Nagy, ... Scientific Data 7, 368, 2020 | 148 | 2020 |
EnergyStar++: Towards more accurate and explanatory building energy benchmarking P Arjunan, K Poolla, C Miller Applied Energy 276, 115413, 2020 | 122 | 2020 |
Humans-as-a-sensor for buildings—Intensive longitudinal indoor comfort models P Jayathissa, M Quintana, M Abdelrahman, C Miller Buildings 10 (10), 174, 2020 | 103 | 2020 |
The ASHRAE Great Energy Predictor III competition: Overview and results C Miller, P Arjunan, A Kathirgamanathan, C Fu, J Roth, JY Park, ... Science and Technology for the Built Environment 26 (10), 1427-1447, 2020 | 90 | 2020 |
Apples or oranges? Identification of fundamental load shape profiles for benchmarking buildings using a large and diverse dataset JY Park, X Yang, C Miller, P Arjunan, Z Nagy Applied energy 236, 1280-1295, 2019 | 90 | 2019 |
SynCity: Using open data to create a synthetic city of hourly building energy estimates by integrating data-driven and physics-based methods J Roth, A Martin, C Miller, RK Jain Applied Energy 280, 115981, 2020 | 78 | 2020 |
Balancing envelope and heating system parameters for zero emissions retrofit using building sensor data Z Nagy, D Rossi, C Hersberger, SD Irigoyen, C Miller, A Schlueter Applied energy 131, 56-66, 2014 | 71 | 2014 |
Project Coolbit: Can your watch predict heat stress and thermal comfort sensation? N Nazarian, S Liu, M Kohler, JKW Lee, C Miller, WTL Chow, SBB Alhadad, ... Environmental Research Letters 16 (3), 1-15, 2021 | 67 | 2021 |
Review of machine learning techniques for mosquito control in urban environments A Joshi, C Miller Ecological Informatics 61, 101241, 2021 | 66 | 2021 |
Mining electrical meter data to predict principal building use, performance class, and operations strategy for hundreds of non-residential buildings C Miller, F Meggers Energy and Buildings 156, 360-373, 2017 | 66 | 2017 |
Is your clock-face cozie? A smartwatch methodology for the in-situ collection of occupant comfort data P Jayathissa, M Quintana, T Sood, N Nazarian, C Miller Journal of Physics: Conference Series 1343 (1), 2019 | 64 | 2019 |
Personal thermal comfort models using digital twins: Preference prediction with BIM-extracted spatial–temporal proximity data from Build2Vec MM Abdelrahman, A Chong, C Miller Building and Environment 207 (Part B), 108532, 2022 | 63 | 2022 |
What's in the box?! Towards explainable machine learning applied to non-residential building smart meter classification C Miller Energy and Buildings 199, 523-536, 2019 | 54 | 2019 |
Infrared thermography in the built environment: A multi-scale review M Martin, A Chong, F Biljecki, C Miller Renewable and sustainable energy reviews 165, 112540, 2022 | 51 | 2022 |
Urban and building multiscale co-simulation: Case study implementations on two university campuses C Miller, D Thomas, J Kämpf, A Schlueter Journal of Building Performance Simulation 11 (3), 309-321, 2018 | 47 | 2018 |
Data science for building energy efficiency: A comprehensive text-mining driven review of scientific literature MM Abdelrahman, S Zhan, C Miller, A Chong Energy and Buildings 242, 110885, 2021 | 46 | 2021 |