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Zixiao (Shawn) Shi
Zixiao (Shawn) Shi
Data Sci@Meta, Adj Prof@Carleton University
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Title
Cited by
Cited by
Year
Development and implementation of automated fault detection and diagnostics for building systems: A review
Z Shi, W O'Brien
Automation in Construction 104, 215-229, 2019
1222019
Data visualization and analysis of energy flow on a multi-zone building scale
A Abdelalim, W O'Brien, Z Shi
Automation in Construction 84, 258-273, 2017
572017
Visualization of energy and water consumption and GHG emissions: A case study of a Canadian University Campus
A Abdelalim, W O’Brien, Z Shi
Energy and Buildings 109, 334-352, 2015
462015
Cluster analysis-based anomaly detection in building automation systems
HB Gunay, Z Shi
Energy and Buildings 228, 110445, 2020
422020
Machine learning-based prognostics for central heating and cooling plant equipment health monitoring
C Yang, B Gunay, Z Shi, W Shen
IEEE Transactions on Automation Science and Engineering 18 (1), 346-355, 2020
352020
Detection of zone sensor and actuator faults through inverse greybox modelling
HB Gunay, Z Shi, G Newsham, R Moromisato
Building and Environment 171, 106659, 2020
302020
Disaggregation of commercial building end-uses with automation system data
HB Gunay, Z Shi, I Wilton, J Bursill
Energy and Buildings 223, 110222, 2020
272020
Sequential state prediction and parameter estimation with constrained dual extended Kalman filter for building zone thermal responses
Z Shi, W O'Brien
Energy and Buildings 183, 538-546, 2019
252019
Development of Sankey diagrams to visualize real HVAC performance
A Abdelalim, W O’Brien, Z Shi
Energy and Buildings 149, 282-297, 2017
232017
Day-ahead prediction of building occupancy using wifi signals
A Ashouri, GR Newsham, Z Shi, HB Gunay
2019 IEEE 15th International Conference on Automation Science and …, 2019
212019
A Metadata inference method for building automation systems with limited semantic information
L Chen, HB Gunay, Z Shi, W Shen, X Li
IEEE Transactions on Automation Science and Engineering 17 (4), 2107-2119, 2020
192020
Building energy model reduction using model-cluster-reduce pipeline
Z Shi, W O’Brien
Journal of Building Performance Simulation 11 (5), 553-567, 2018
192018
Digital campus innovation project: Integration of building information modelling with building performance simulation and building diagnostics
Z Shi, A Abdelalim, W O'Brien, R Attar, P Akiki, K Graham, B Van Waarden, ...
Proceedings of the Symposium on Simulation for Architecture & Urban Design …, 2015
182015
Building zone fault detection with Kalmnan filter based methods
Z Shi, W O’Brien, B Gunay
eSim 2016, 2016
172016
Development of a distributed building fault detection, diagnostic, and evaluation system
Z Shi, W O’Brien, HB Gunay
ASHRAE Transactions 124 (2), 23-37, 2018
162018
Evaluation of clustering and time series features for point type inference in smart building retrofit
Z Shi, GR Newsham, L Chen, HB Gunay
Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019
152019
Development and implementation of control-oriented models for terminal heating and cooling units
HB Gunay, W O'Brien, I Beausoleil-Morrison, P Bisaillon, Z Shi
Energy and Buildings 121, 78-91, 2016
132016
Toward Machine Learning-based Prognostics for Heating Ventilation and Air-Conditioning Systems.
C Yang, W Shen, B Gunay, Z Shi
ASHRAE Transactions 125, 2019
112019
A preliminary study on text mining operator logbooks to develop a fault-frequency model
Z Shi, PE Weiming Shen PhD, B Huchuk
ASHRAE Transactions 124, 171-184, 2018
112018
Development of a clustering-based morning start time estimation algorithm for space heating and cooling
B Gunay, Z Shi, A Ashouri, G Newsham
Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019
52019
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