Publications
] . "An Ontology to Represent Energy-Related Occupant Behavior in Buildings. Part II: Implementation of the DNAS framework using an XML schema." Building and Environment 94.1 (2015) 196-205. LBNL-1004501. 
PDF (532.05 KB)
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PDF (532.05 KB). "Occupant Behavior Modeling for Building Performance Simulation: Current State and Future Challenges." Energy and Buildings 107 (2015) 264-278. LBNL-1004504. PDF (1.35 MB)
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PDF (1.35 MB). "Occupancy Schedules Learning Process Through a Data Mining Framework." Energy and Buildings 88 (2015) 395-408. LBNL-180204. PDF (1017.49 KB)
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PDF (1017.49 KB). "Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology." Building and Environment 138 (2018) 160 - 170. PDF (1.94 MB)
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PDF (1.94 MB). "Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings." Automation in Construction 94 (2018) 233 - 243. PDF (1.86 MB)
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PDF (1.86 MB). "Numerical Investigation of Transient Buoyant Flow in a Room with a Displacement Ventilation and Chilled Ceiling System." International Journal of Heat and Mass Transfer 44.16 (2001) 3067-3080.
. "A Novel Variable Refrigerant Flow (VRF) Heat Recovery System Model: Development and Validation." Energy and Buildings 168 (2018). PDF (1.96 MB)
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PDF (1.96 MB). "A novel approach for selecting typical hot-year (THY) weather data." Applied Energy 242 (2019) 1634 - 1648. PDF (836.87 KB)
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PDF (836.87 KB). "A Nodal Model for Displacement Ventilation and Chilled Ceiling Systems in Office Spaces." Building and Environment 36.6 (2001) 753-762.
. "A new multizone model for simulation of building thermal performance." Building and Environment 32.2 (1997) 123-128.
. "Neue objektorientierte hygrothermische Modell-Bibliothek zur Ermittlung des hygrothermischen und hygienischen Komforts in Räumen." Bauphysik 31 (2009) 271-278. PDF (467.92 KB)
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PDF (467.92 KB). "Nanofluids for Heat Transfer Applications." Annual Review of Heat Transfer 14 (1995) 255-275.
. "Multi-Criteria Optimisation using Past, Real Time and Predictive Performance Benchmarks." Simulation Modelling Practice and Theory 19.4 (2011) 1258-1265.
. "Modeling occupancy distribution in large spaces with multi-feature classification algorithm." Building and Environment 137 (2018). PDF (912.79 KB)
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PDF (912.79 KB). "Modeling and simulation of HVAC Results in EnergyPlus." (2011). LBNL-5564E. PDF (950.13 KB)
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PDF (950.13 KB). "Modeling and Measurement Constraints in Fault Diagnostics for HVAC Systems." ASME Journal of Dynamic Systems, Measurement, and Controls (2010). PDF (182.47 KB)
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PDF (182.47 KB). "Modelica-based Modeling and Simulation to Support Research and Development in Building Energy and Control Systems." Journal of Building Performance Simulation 2.2 (2009) 143-161. LBNL-2740E.
. "Modelica Buildings Library." (2015). LBNL-1002944. PDF (934.09 KB)
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PDF (934.09 KB). "Model-Based Automated Functional Testing-Methodology and Application to Air Handling Units." ASHRAE Transactions 111.Pt. 1 (2005). LBNL-55802. PDF (1.08 MB)
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PDF (1.08 MB). "Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification." Applied Energy 236 (2019) 55 - 69. PDF (2.05 MB)
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PDF (2.05 MB). "A Library of Building Occupant Behaviour Models Represented in a Standardised Schema." Energy Efficiency (2018). PDF (390 KB)
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PDF (390 KB). "Learning occupants’ indoor comfort temperature through a Bayesian inference approach for office buildings in United States." Renewable and Sustainable Energy Reviews (2019) 109593. PDF (1.84 MB)
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PDF (1.84 MB). "Investigation of the Reliability of Building Emulators for Testing Energy Management and Control Systems." ASHRAE Transactions 100.Pt. 1 (1994).
. "Investigation of the possibility of applying natural ventilation for thermal comfort in residential buildings in Singapore." Architectural Science Review 50 (2007) 190-199.
. "An inverse approach to solving zone air infiltration rate and people count using indoor environmental sensor data." Energy and Buildings 198 (2019) 228 - 242. PDF (7.49 MB)
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PDF (7.49 MB)