Clayton Miller
Title
Cited by
Cited by
Year
Automated daily pattern filtering of measured building performance data
C Miller, Z Nagy, A Schlueter
Automation in Construction 49, 1-17, 2015
1422015
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
1182018
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
942017
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
832020
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
612014
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
442019
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
422017
EnergyStar++: Towards more accurate and explanatory building energy benchmarking
P Arjunan, K Poolla, C Miller
Applied Energy 276, 115413, 2020
282020
BIM-extracted EnergyPlus model calibration for retrofit analysis of a historically listed building in Switzerland
C Miller, D Thomas, SD Irigoyen, C Hersberger, Z Nagy, D Rossi, ...
Proceedings of SimBuild 2014: 2014 ASHRAE/IBPSA-USA Building Simulation …, 2014
282014
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
272019
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
262020
3for2: Realizing spatial, material, and energy savings through integrated design
A Schlueter, A Rysanek, C Miller, J Pantelic, F Meggers, M Mast, ...
CTBUH Journal, 40-45, 2016
262016
Multiscale co-simulation of EnergyPlus and CitySim models derived from a building information model
D Thomas, C Miller, J Kämpf, A Schlueter
Bausim 2014: Fifth German-Austrian IBPSA Conference, 469-476, 2014
262014
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
252020
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
242018
Humans-as-a-sensor for buildings—Intensive longitudinal indoor comfort models
P Jayathissa, M Quintana, M Abdelrahman, C Miller
Buildings 10 (10), 174, 2020
232020
BubbleZERO - Design, construction and operation of a transportable research laboratory for low exergy building system evaluation in the tropics
M Bruelisauer, KW Chen, R Iyengar, H Leibundgut, C Li, M Li, M Mast, ...
Energies 6 (9), 4551-4571, 2013
232013
More buildings make more generalizable models—Benchmarking prediction methods on open electrical meter data
C Miller
Machine Learning and Knowledge Extraction 1 (3), 974-993, 2019
222019
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
202020
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
192019
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