Journal Publications
[27] Biao Kuang, Chelsea Schelly, Ge Ou, Mostafa Sahraei-Ardakani, Shardul Tiwari, and Jianli Chen*. "Data-driven analysis of influential factors on residential energy end-use in the US." Journal of Building Engineering (2023).
[26] Xinghua Gao*, Saeid Alimoradi, Jianli Chen, Yuqing Hu, and Shu Tang. "Assistance from the Ambient Intelligence: Cyber–physical system applications in smart buildings for cognitively declined occupants." Engineering Applications of Artificial Intelligence (2023).
[25] Jiannan Cai, Jianli Chen, Yuqing Hu, Shuai Li*, and Qiang He. "Digital twin for healthy indoor environment: A vision for the post-pandemic era." Frontiers of Engineering Management (2023).
[24] Kai Zhou, Jun Wang*, Baabak Ashuri, and Jianli Chen. "Discovering the Research Topics on Construction Safety and Health Using Semi-Supervised Topic Modeling." Buildings (2023).
[23] Matthew RT Williams, Michael Reynolds, Chris Parker, Jianli Chen, and Kody Powell*. "The impact of the electrification of buildings on the environment, economics, and housing affordability: A grid-response and life cycle assessment approach." Digital Chemical Engineering 7 (2023).
[22] Chen Xia, Yuqing Hu*, and Jianli Chen. " Community Time-activity Trajectory Modeling Based on Markov Chain Simulation and Dirichlet Regression", Computers, Environment and Urban Systems (2023).
[21] Yuqing Hu*, Chen Xia, Jianli Chen, and Xinhua Gao. "Clash Context Representation and Change Component Prediction Based on Graph Convolutional Network in MEP Disciplines", Advanced Engineering Informatics (2023).
[20] Zhaoyun Zeng, Di Lu, Yuqing Hu, Godfried Augenbroe, and Jianli Chen*. " A Comprehensive Optimization Framework for the Design of High-performance Building Systems", Journal of Building Engineering (2022).
[19] Shardul Tiwari, Chelsea Schelly*, Ge Ou, Mostafa Sahraei-Ardakani, Jianli Chen, and Fatemeh Jafarishiadeh. "Conceptualizing Resilience: An Energy Services Approach", Energy Research & Social Science (2022).
[18] Jianli Chen, Rajendra Adhikari*, Eric Wilson, Joseph Robertson, Anthony Fontanini, Ben Polly, and Opeoluwa Olawale. "Stochastic Simulation of Occupant-driven Energy Use in a Bottom-up Residential Building Stock Model", Applied Energy (2022).
[17] Jun Wang, Jianli Chen*, Yuqing Hu, “A Science Mapping Approach Based Review of Model Predictive Control for Smart Building Operation Management”, Journal of Civil Engineering and Management, (2022)
[16] Liang Zhang*, Matt Leach, Jianli Chen, Yuqing Hu, “Sensor Cost-Effectiveness Analysis for Data-Driven Fault Detection and Diagnostics in Commercial Buildings”, Energy, (2022).
[15] Xiaohan Liu, Xiaoyue Liu, Xingying Zhang, Yirong Zhou, Jianli Chen, and Xiaolei Ma*, “Optimal Planning of Electric Bus Charging Stations with Integrated Photovoltaic and Energy Storage System”, Computer-Aided Civil and Infrastructure Engineering, (2022).
[14] Jianli Chen*, Liang Zhang, Yanfei Li, Yifu Shi, Xinghua Gao, and Yuqing Hu. "A Review of Computing-based Automated Fault Detection and Diagnosis of Heating, Ventilation and Air Conditioning Systems", Renewable and Sustainable Energy Reviews (2022).
[13] Zhaoyun Zeng, Jianli Chen*, Godfried Augenbroe, “Realization of Bi-level Optimization of Adaptive Building Envelope with a Finite-difference Model Featuring Short Execution Time and Versatility”, Energy, (2022).
[12] Yuqing Hu, Xiaoyuan Cheng, Suhang Wang, Jianli Chen*, Tianxiang Zhao, Enyan Dai, “Times Series Forecasting for Urban Building Energy Consumption Based on Graph Convolutional Network”, Applied Energy (2022).
[11] Yanfei Li*, Zheng O'Neill, Liang Zhang, Jianli Chen, Piljae Im, Jason DeGraw. “Grey-box Modelling and Application for Building Energy Simulations - A Critical Review”, Renewable and Sustainable Energy Reviews (2021).
[10] Zhaoyun Zeng, Jianli Chen*, Godfried Augenbroe, “Movable Window Insulation as an Instantiation of the Adaptive Building Envelope: An Investigation of its Cost-Effectiveness in the US”, Energy and Buildings (2021).
[9] Liang Zhang*, Jin Wen, Yanfei Li, Jianli Chen, Yunyang Ye, Yangyang Fu, William Livingood. "A Review of Machine Learning in Building Load Prediction", Applied Energy, (2021).
[8] Jianli Chen, Godfried Augenbroe, Zhaoyun Zeng*, Xinyi Song. "Regional Difference and Related Cooling Electricity Savings of Air Pollutant Affected Natural Ventilation Across the US", Building and Environment (2020).
[7] Yanan Liu, Yimin Xiao*, Jianli Chen. "Nonlinear Dynamic Analysis of Solution Multiplicity of Buoyancy Ventilation in a Typical Underground Structure", Building and Environment (2020).
[6] Jianli Chen, Xinghua Gao, Yuqing Hu*, Zhaoyun Zeng, and Yanan Liu. "A Meta-model-based Optimization Approach for Fast and Reliable Calibration of Building Energy Models", Energy (2019).
[5] Yanan Liu, Yimin Xiao*, Jianli Chen, Tiecheng Zhou, Godfried Augenbroe, Dong Yang, “A Network Model for Natural Ventilation Simulation in Deep-Buried Underground Structures”, Building and Environment (2019).
[4] Jianli Chen*, Gail Brager, Godfried Augenbroe and Xinyi Song. "Impact of Outdoor Air Quality on the Natural Ventilation Usage of Commercial Buildings in the US", Applied Energy (2018).
[3] Jianli Chen*, Godfried Augenbroe, and Xinyi Song. "Light-weighted Model Predictive Control for Hybrid Ventilation Operation Based on Clusters of Neural Network Models". Automation in Construction (2018).
[2] Jianli Chen*, Godfried Augenbroe, and Xinyi Song. "Evaluating the Potential of Hybrid Ventilation for Small to Medium sized Office Buildings with Different Intelligent Controls and Uncertainties in US Climates". Energy and Buildings (2018).
[1] Jianli Chen*, Godfried Augenbroe, Qinpeng Wang, and Xinyi Song. "Uncertainty Analysis of Thermal Comfort in a Prototypical Naturally Ventilated Office Building and Its Implications Compared to Deterministic Simulation". Energy and Buildings (2017).