Chou Shen

Chou Shen

PhD Candidate

Personal Website

Chou received a master’s degree in mechanical engineering from Missouri University of Science and Technology. His research interest is to develop optimal control approaches for HVAC systems using Bayesian inference and reinforcement learning.


Projects


Digital Twinning of Building Cooling Systems

Digital Twinning of Building Cooling Systems

Energy and GHG emissions Health and comfort
High-Resolution Building Energy Model Bayesian Calibration Framework

High-Resolution Building Energy Model Bayesian Calibration Framework

This project aims to develop a framework that enables the Bayesian calibration of a building energy simulation model with hourly or sub-hourly historical building operational data.

Energy and GHG emissions Health and comfort
Grid-Interactive Smart Campus Buildings

Grid-Interactive Smart Campus Buildings

This project aims to develop a novel and scalable building energy modelling and optimal control framework by using modern AI techniques to optimize campus building HVAC operations and transform campus buildings into grid-interactive smart buildings.

Energy and GHG emissions

Publications


Journal Publications
Journal Publications
Chen, Z., O’Neill, Z., Wen, J., Pradhan, O., Yang, T., Lu, X., Lin, G., Miyata, S., Lee, S., Shen, C., Chiosa, R., Piscitelli, M. S., Capozzoli, A., Hengel, F., Kührer, A., Pritoni, M., Liu, W., Clauß, J., Chen, Y., Herr T. "A review of data-driven fault detection and diagnostics for building HVAC systems" Applied Energy 339 (2023): 121030.
Conference Publications
Conference Publications
Shen, C., Lee, S., Lee, CG., Lee, J. "A Novel Framework for Bayesian Calibration of Building Energy Models with Sub-hourly Building Operational Data." 18th International IBPSA Conference Building Simulation 2023, Shanghai, China, Sep 2023.