Tianzhen Hong

发表

Data analytics and optimization of an ice-based energy storage system for commercial buildings

Na Luo, Tianzhen Hong, Hui Li, 2017 .

The Squeaky wheel: Machine learning for anomaly detection in subjective thermal comfort votes

Zhe Wang, Borong Lin, Tianzhen Hong, 2019, Building and Environment.

Ten questions on urban building energy modeling

Na Luo, Tianzhen Hong, Yixing Chen, 2020, Building and Environment.

A data-mining approach to discover patterns of window opening and closing behavior in offices

Tianzhen Hong, Simona D'Oca, Tianzhen Hong, 2014 .

An agent-based stochastic Occupancy Simulator

Xuan Luo, Tianzhen Hong, Yixing Chen, 2018 .

Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning

Jingyi Wang, Tianzhen Hong, Zhe Wang, 2020, Journal of Building Engineering.

Comparison of building energy use data between the United States and China

Piljae Im, Tianzhen Hong, Wei Feng, 2014, Energy and Buildings.

A framework for quantifying the impact of occupant behavior on energy savings of energy conservation measures

Tianzhen Hong, Kaiyu Sun, Kaiyu Sun, 2017 .

Ten questions concerning occupant behavior in buildings: The big picture

Tianzhen Hong, Da Yan, Simona D'Oca, 2017 .

A library of building occupant behaviour models represented in a standardised schema

Tianzhen Hong, Zsofia Deme Belafi, Andras Reith, 2019 .

The BayREN Integrated Commercial Retrofits (BRICR) Project: An Introduction and Preliminary Results

Tianzhen Hong, B Hooper, D Macumber, 2018 .

Building Performance Simulation

Tianzhen Hong, Tianzhen Hong, 2014 .

A critical review on questionnaire surveys in the field of energy-related occupant behaviour

Tianzhen Hong, Zsofia Deme Belafi, Andras Reith, 2018, Energy Efficiency.

Outdoor synthetic temperature for the calculation of space heating load

Yi Jiang, Tianzhen Hong, Tianzhen Hong, 1998 .

Spatial distribution of internal heat gains: A probabilistic representation and evaluation of its influence on cooling equipment sizing in large office buildings

Wei Tian, Tianzhen Hong, Da Yan, 2017 .

Development and Validation of Demand Response Quick Assessment Tool for Refrigerated Warehouses in California

Tianzhen Hong, Rongxin Yin, Aimee McKane, 2015 .

Improving the accuracy of energy baseline models for commercial buildings with occupancy data

Geoffrey Qiping Shen, Tianzhen Hong, Xin Liang, 2016 .

Building Energy Monitoring andAnalysis

Tianzhen Hong, 2014 .

Development of city buildings dataset for urban building energy modeling

Xuan Luo, Tianzhen Hong, Yixing Chen, 2019, Energy and Buildings.

Buildings.Occupants: a Modelica package for modelling occupant behaviour in buildings

Tianzhen Hong, Ruoxi Jia, Zhe Wang, 2018, Journal of Building Performance Simulation.

An In-depth Analysis of Space Heating Energy Use in Office Buildings

Tianzhen Hong, Hung-Wen Lin, 2013 .

Comparisons of HVAC Simulations between EnergyPlus and DOE-2.2 for Data Centers

Tianzhen Hong, 2008 .

Linking energy-cyber-physical systems with occupancy prediction and interpretation through WiFi probe-based ensemble classification

Nan Li, Wei Wang, Tianzhen Hong, 2019, Applied Energy.

Modeling occupancy distribution in large spaces with multi-feature classification algorithm

Wei Wang, Tianzhen Hong, Jiayu Chen, 2018 .

State-of-the-art on research and applications of machine learning in the building life cycle

Tianzhen Hong, Zhe Wang, Xuan Luo, 2020, Energy and Buildings.

Inferring occupant counts from Wi-Fi data in buildings through machine learning

Mary Ann Piette, Tianzhen Hong, Marco Pritoni, 2019, Building and Environment.

An Agent-Based Occupancy Simulator for Building Performance Simulation:

Xuan Luo, Tianzhen Hong, Yixing Chen, 2016 .

Data analysis and stochastic modeling of lighting energy use in large office buildings in China

Tianzhen Hong, Xin Zhou, Da Yan, 2015 .

A close look at the China Design Standard for Energy Efficiency of Public Buildings

Tianzhen Hong, Tianzhen Hong, 2009 .

Comparing computer run time of building simulation programs

Michael Wetter, Philip Haves, Tianzhen Hong, 2008 .

A Framework for Privacy-Preserving Data Publishing with Enhanced Utility for Cyber-Physical Systems

Costas J. Spanos, Mikkel Baun Kjærgaard, Tianzhen Hong, 2018, ACM Trans. Sens. Networks.

Stochastic modeling of overtime occupancy and its application in building energy simulation and calibration

Tianzhen Hong, Da Yan, Kaiyu Sun, 2014, Building and Environment.

Statistical analysis and modeling of occupancy patterns in open-plan offices using measured lighting-switch data

Tianzhen Hong, Wen-Kuei Chang, 2013 .

Data fusion in predicting internal heat gains for office buildings through a deep learning approach

Mary Ann Piette, Tianzhen Hong, Zhe Wang, 2019, Applied Energy.

IEA EBC Annex 66: Definition and simulation of occupant behavior in buildings

Ardeshir Mahdavi, Tianzhen Hong, Da Yan, 2017 .

Accelerating the energy retrofit of commercial buildings using a database of energy efficiency performance

Sang Hoon Lee, Mary Ann Piette, Tianzhen Hong, 2015 .

Introducing IEA EBC annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation

Zoltán Nagy, Marcel Schweiker, Tianzhen Hong, 2020, Building and Environment.

Quantifying the benefits of a building retrofit using an integrated system approach: A case study

Mary Ann Piette, Tianzhen Hong, Kaiyu Sun, 2018 .

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

Mary Ann Piette, Tianzhen Hong, Yixing Chen, 2017 .

Introduction to an occupant behavior motivation survey framework

Tianzhen Hong, Anna Laura Pisello, Stefano Paolo Corgnati, 2016 .

A design day for building load and energy estimation

Tianzhen Hong, Siaw Kiang Chou, T. Y. Bong, 1999 .

Occupancy prediction through Markov based feedback recurrent neural network (M-FRNN) algorithm with WiFi probe technology

Na Zhu, Wei Wang, Tianzhen Hong, 2018, Building and Environment.

Occupancy data analytics and prediction: A case study

Geoffrey Qiping Shen, Tianzhen Hong, Xin Liang, 2016 .

Advanced Building Control via Deep Reinforcement Learning

Ming Jin, Costas J. Spanos, Tianzhen Hong, 2019, Energy Procedia.

Forecasting district-scale energy dynamics through integrating building network and long short-term memory learning algorithm

Ning Xu, Wei Wang, Xiaodong Xu, 2019, Applied Energy.

Occupant behavior modeling for building performance simulation: Current state and future challenges

Tianzhen Hong, Da Yan, Ardeshir Mahdavi, 2015 .

A technical framework to describe occupant behavior for building energy simulations

Tianzhen Hong, William Jn Turner, Tianzhen Hong, 2014 .

Generating realistic building electrical load profiles through the Generative Adversarial Network (GAN)

Zhe Wang, Tianzhen Hong, Tianzhen Hong, 2020, Energy and Buildings.

The human dimensions of energy use in buildings: A review

Tianzhen Hong, Simona D'Oca, Jared Langevin, 2018 .

Data Mining of Occupant Behavior in Office Buildings

Tianzhen Hong, Stefano Paolo Corgnati, Simona D'Oca, 2015 .

Building simulation: Ten challenges

Tianzhen Hong, Kaiyu Sun, Jared Langevin, 2018, Building Simulation.

DEEP: A Database of Energy Efficiency Performance to Accelerate Energy Retrofitting of Commercial Buildings

Sang Hoon Lee, Mary Ann Piette, Tianzhen Hong, 2015 .

Review of Existing Energy Retrofit Tools

Sang Hoon Lee, Mary Ann Piette, Tianzhen Hong, 2014 .

Interdisciplinary approaches to studying occupant behavior

Astrid Roetzel, Marcel Schweiker, Tianzhen Hong, 2018 .

A pattern-based automated approach to building energy model calibration

Mary Ann Piette, Tianzhen Hong, Kaiyu Sun, 2016 .

MODELING AND SIMULATION OF OPERATIONAL FAULTS OF HVAC SYSTEMS USING ENERGYPLUS

Tianzhen Hong, Rongpeng Zhang, 2016 .

PAD: protecting anonymity in publishing building related datasets

Costas J. Spanos, Mikkel Baun Kjærgaard, Tianzhen Hong, 2017, BuildSys@SenSys.

Data mining of space heating system performance in affordable housing

Tianzhen Hong, Da Yan, Xiaoxin Ren, 2015, Building and Environment.

Stochastic weather model for building HVAC systems

Yi Jiang, Tianzhen Hong, 1995 .

Smart building management vs. intuitive human control—Lessons learnt from an office building in Hungary

Tianzhen Hong, Andras Reith, Zsofia Deme Belafi, 2017 .

Synthesizing building physics with social psychology: An interdisciplinary framework for context and occupant behavior in office buildings

Tianzhen Hong, Simona D'Oca, Chien-fei Chen, 2017 .

A Case Study of Weather Impact on Energy Conservation Measures in Building

Tianzhen Hong, Hung-Wen Lin, Ming-Shan Jeng, 2013 .

Innovations in Sensors and Controls for Building Energy Management: Research and Development Opportunities Report for Emerging Technologies

Draguna Vrabie, Michael Wetter, Glenn A. Fink, 2020 .

Data and analytics to inform energy retrofit of high performance buildings

Le Yang, Tianzhen Hong, David J. Hill, 2014 .

Building simulation: an overview of developments and information sources

Tianzhen Hong, Siaw Kiang Chou, T. Y. Bong, 2000 .

Occupant Behavior: Impact onEnergy Use of Private Offices

Tianzhen Hong, Tianzhen Hong, 2013 .

Assessment of Energy Savings Potential from the Use of Demand Control Ventilation Systems in General Office Spaces in California

Tianzhen Hong, 2010 .

Updates to the China Design Standard for Energy Efficiency in public buildings

Tianzhen Hong, Da Yan, Cheng Li, 2015 .

Building Performance Simulation - eScholarship

Tianzhen Hong, 2014 .

Developing quantitative insights on building occupant behaviour: Supporting modelling tools and datasets

Tianzhen Hong, Kaiyu Sun, Jared Langevin, 2020 .

An ontology to represent energy-related occupant behavior in buildings. Part I: Introduction to the DNAs framework

Tianzhen Hong, Simona D'Oca, William J.N. Turner, 2015 .

Assessment of energy savings potential from the use of demand controlled ventilation in general office spaces in California

William J. Fisk, Tianzhen Hong, W. Fisk, 2010 .

EnergyPlus Run Time Analysis

Philip Haves, Tianzhen Hong, Fred Buhl, 2009 .

Prototype energy models for data centers

Na Luo, Tianzhen Hong, Kaiyu Sun, 2020, Energy and Buildings.

A preliminary investigation of water usage behavior in single-family homes

Cheuk Ming Mak, Tianzhen Hong, Peng Xue, 2017 .

An insight into actual energy use and its drivers in high-performance buildings

Tianzhen Hong, Cheng Li, Da Yan, 2014 .

Comparison of HVAC system modeling in EnergyPlus, DeST and DOE-2.1E

Tianzhen Hong, Da Yan, Xin Zhou, 2013, Building Simulation.

Occupancy prediction through machine learning and data fusion of environmental sensing and Wi-Fi sensing in buildings

Tianzhen Hong, Wei Wang, Jiayu Chen, 2018, Automation in Construction.

The impact of evaporation from porous tile on roof thermal performance: A case study of Guangzhou's climatic conditions

Lei Zhang, Tianzhen Hong, Yu Zhang, 2017 .

Commercial Building Energy Saver: An energy retrofit analysis toolkit

Sang Hoon Lee, Mary Ann Piette, Tianzhen Hong, 2015 .

Integrated Design for High Performance Buildings

Cheng Li, Qi Zhang, Tianzhen Hong, 2014 .

Electric load shape benchmarking for small- and medium-sized commercial buildings

Mary Ann Piette, Xuan Luo, Tianzhen Hong, 2017 .

Incorporating machine learning with building network analysis to predict multi-building energy use

Wei Wang, Xiaodong Xu, Tianzhen Hong, 2019 .

Advances in research and applications of energy-related occupant behavior in buildings ☆

Tianzhen Hong, Da Yan, Stefano Paolo Corgnati, 2016 .

Performance evaluation of an agent-based occupancy simulation model

Xuan Luo, Tianzhen Hong, Khee Poh Lam, 2017 .

A detailed loads comparison of three building energy modeling programs: EnergyPlus, DeST and DOE-2.1E

Tianzhen Hong, Chuang Wang, Dan-dan Zhu, 2013 .

Energy retrofit analysis toolkits for commercial buildings: A review

Mary Ann Piette, Tianzhen Hong, Sang Hoon Lee, 2015 .

IISABRE: An integrated building simulation environment

Yi Jiang, Tianzhen Hong, Jinqian Zhang, 1997 .

A thorough assessment of China’s standard for energy consumption of buildings

Qi Zhang, Tianzhen Hong, Da Yan, 2017 .

EnergyPlus Analysis Capabilities for Use in California Building Energy Efficiency Standards Development and Compliance Calculations

Philip Haves, Tianzhen Hong, Fred Buhl, 2009 .

Coupling CFD and building energy modelling to optimize the operation of a large open office space for occupant comfort

Na Luo, Tianzhen Hong, Wei-Zhen Lu, 2020, Sustainable Cities and Society.

Modeling of HVAC operational faults in building performance simulation

Tianzhen Hong, Rongpeng Zhang, Tianzhen Hong, 2017 .

A simulation approach to estimate energy savings potential of occupant behavior measures

Tianzhen Hong, Kaiyu Sun, Kaiyu Sun, 2017 .

2012 ACEEE Summer Study on Energy Efficiency in Buildings PANEL 3—Commercial Buildings: Technologies, Design, Operations, Performance, and Building Industry Trends

Tianzhen Hong, David Hsu, Hung-Wen Lin, 2012 .

Occupancy schedules learning process through a data mining framework

Tianzhen Hong, Simona D'Oca, Tianzhen Hong, 2015 .

On Variations of Space-heating Energy Use in Office Buildings

Tianzhen Hong, Hung-Wen Lin, Tianzhen Hong, 2013 .

An ontology to represent energy-related occupant behavior in buildings. Part II: Implementation of the DNAS framework using an XML schema

Tianzhen Hong, Yixing Chen, Stefano Paolo Corgnati, 2015 .

Occupant Behavior of Window Opening and Closing in Office Buildings: Data Mining Approaches

Tianzhen Hong, Stefano Paolo Corgnati, Simona D'Oca, 2014 .

A Retrofit Tool for Improving Energy Efficiency of Commercial Buildings

Tianzhen Hong, Wei Feng, Nan Zhou, 2014 .

MODELING AND SIMULATION OF HVAC FAULTS IN ENERGYPLUS

Xiufeng Pang, Philip Haves, Tianzhen Hong, 2011 .

Simulation-aided occupant-centric building design: A critical review of tools, methods, and applications

Jin Zhou, Elie Azar, Tianzhen Hong, 2020, Energy and Buildings.

A new multizone model for the simulation of building thermal performance

Yi Jiang, Tianzhen Hong, Tianzhen Hong, 1997 .

Privacy-preserving building-related data publication using PAD

Costas J. Spanos, Mikkel Baun Kjærgaard, Tianzhen Hong, 2017, BuildSys@SenSys.

Building Energy Benchmarking Between the United States and China: Methods and Challenges

Tianzhen Hong, Wei Feng, Jianjun Xia, 2014 .

Simulation of occupancy in buildings

Tianzhen Hong, Da Yan, Xiaohang Feng, 2015 .

Automatic and rapid calibration of urban building energy models by learning from energy performance database

Tianzhen Hong, Yixing Chen, Zhang Deng, 2020 .

IEA EBC annex 53: Total energy use in buildings—Analysis and evaluation methods

Hiroshi Yoshino, Tianzhen Hong, Natasa Nord, 2017 .

An overview of data tools for representing and managing building information and performance data

Tianzhen Hong, Marco Pritoni, Na Luo, 2021 .

Italian prototype building models for urban scale building performance simulation

Francesco Causone, Tianzhen Hong, Angelo Zarrella, 2021 .

An ontology to represent synthetic building occupant characteristics and behavior

Clinton J. Andrews, Tianzhen Hong, Handi Chandra Putra, 2021, Automation in Construction.

AlphaBuilding ResCommunity: A multi-agent virtual testbed for community-level load coordination

Tianzhen Hong, Zhe Wang, Bingqing Chen, 2021 .

Learning from learning machines machinesimproving the predictive power of energy-water-land nexus modelswith insights from complex measured and simulated data

Tianzhen Hong, Dipankar Dwivedi, Sean Peisert, 2021 .

Exploring thermal state in mixed immersive virtual environments

Yimin Zhu, Tianzhen Hong, Tracey E. Rizzuto, 2021 .

Occupant-Centric key performance indicators to inform building design and operations

Tianzhen Hong, Han Li, Zhe Wang, 2021, Journal of Building Performance Simulation.

A framework for estimating the energy-saving potential of occupant behaviour improvement

Zhiyuan He, Siaw Kiang Chou, Tianzhen Hong, 2021, Applied Energy.

Human-building interaction at work: Findings from an interdisciplinary cross-country survey in Italy

Tianzhen Hong, Anna Laura Pisello, Verena Marie Barthelmes, 2018, Building and Environment.

Stochastic analysis of building thermal processes

Yi Jiang, Tianzhen Hong, Tianzhen Hong, 1993 .

A SENSITIVITY STUDY OF BUILDING PERFORMANCE USING 30-YEAR ACTUAL WEATHER DATA

Tianzhen Hong, Hung-Wen Lin, Wen-Kuei Chang, 2013 .

Culture, conformity, and carbon? A multi-country analysis of heating and cooling practices in office buildings

Yu Wang, Tianzhen Hong, Verena Marie Barthelmes, 2020, Energy Research & Social Science.

Linking human-building interactions in shared offices with personality traits

Tianzhen Hong, Chien-fei Chen, Xiaojing Xu, 2020, Building and Environment.

Operation and performance of VRF systems: Mining a large-scale dataset

Tianzhen Hong, Da Yan, Mingyang Qian, 2021, Energy and Buildings.

Comparison of typical year and multiyear building simulations using a 55-year actual weather data set from China

Qi Zhang, Tianzhen Hong, Da Yan, 2017 .

End-Use Load Profiles for the U.S. Building Stock: Market Needs, Use Cases, and Data Gaps

Tianzhen Hong, Natalie Mims Frick, Eric Wilson, 2019 .

Robustness of energy performance of Zero-Net-Energy (ZNE) homes

Tianzhen Hong, Kaiyu Sun, Sang Hoon Lee, 2020, Energy and Buildings.

Performance-Based Evaluation of Courtyard Design in China’s Cold-Winter Hot-Summer Climate Regions

Tianzhen Hong, Wei Wang, Xiuzhang Fu, 2018, Sustainability.

Development and validation of a new variable refrigerant flow system model in EnergyPlus

Tianzhen Hong, Kaiyu Sun, Rongpeng Zhang, 2016 .