Building energy doctors: SPC and Kalman filter-based fault detection. - Biao Sun; Peter B. Luh; Zheng O'Neill; Fangting Song (CASE, 2011)

Building Energy Doctors: An SPC and Kalman Filter-Based Method for System-Level Fault Detection in HVAC Systems. - Biao Sun; Peter B. Luh; Qing-Shan Jia; Zheng O'Neill; Fangting Song (IEEE Trans Autom. Sci. Eng., 2014)

Integrating Home Energy Simulation and Dynamic Electricity Price for Demand Response Study. - Shuhui Li 001; Dong Zhang; Adam B. Roget; Zheng O'Neill (IEEE Trans. Smart Grid, 2014)

Development of a Hardware-in-the-loop Framework with Modelica for Energy Efficient Buildings: Poster Abstract. - Zheng O'Neill; Aaron Henry (BuildSys, 2016)

An Optimal and Learning-Based Demand Response and Home Energy Management System. - Dong Zhang; Shuhui Li 001; Min Sun; Zheng O'Neill (IEEE Trans. Smart Grid, 2016)

One for Many: Transfer Learning for Building HVAC Control. - Shichao Xu; Yixuan Wang 001; Yanzhi Wang; Zheng O'Neill; Qi Zhu 002 (BuildSys, 2020)

Investigation of the Impacts of COVID-19 on the Electricity Consumption of a University Dormitory Using Weather Normalization. - Zhihong Pang; Fan Feng; Zheng O'Neill (CoRR, 2020)

A Low-Cost Experimental Testbed for Energy-Saving HVAC Control Based on Human Behavior Monitoring. - Zhijing Ye; Fei Hu 001; Lin Zhang; Zhe Chu; Zheng O'Neill (Int. J. Cyber Phys. Syst., 2020)

Containerized framework for building control performance comparisons: model predictive control vs deep reinforcement learning control. - Yangyang Fu; Shichao Xu; Qi Zhu 002; Zheng O'Neill (BuildSys, 2021)

Dynamic bayesian network-based fault diagnosis for ASHRAE guideline 36: high performance sequence of operation for HVAC systems. - Ojas Pradhan; Jin Wen; Yimin Chen; Xing Lu; Mengyuan Chu; Yangyang Fu; Zheng O'Neill; Teresa Wu; K. Selcuk Candan (BuildSys, 2021)

Learning-based framework for sensor fault-tolerant building HVAC control with model-assisted learning. - Shichao Xu; Yangyang Fu; Yixuan Wang 001; Zheng O'Neill; Qi Zhu 002 (BuildSys, 2021)

Model-assisted Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control. - Shichao Xu; Yangyang Fu; Yixuan Wang 001; Zheng O'Neill; Qi Zhu 002 (CoRR, 2021)

Hardware-Based Emulator with Deep Learning Model for Building Energy Control and Prediction Based on Occupancy Sensors' Data. - Zhijing Ye; Zheng O'Neill; Fei Hu 001 (Inf., 2021)

Accelerate online reinforcement learning for building HVAC control with heterogeneous expert guidances. - Shichao Xu; Yangyang Fu; Yixuan Wang 001; Zhuoran Yang; Zheng O'Neill; Zhaoran Wang 001; Qi Zhu 002 (BuildSys, 2022)

Development of a hardware-In-the-Loop (HIL) testbed for cyber-physical security in smart buildings. - Guowen Li; Zhiyao Yang; Yangyang Fu; Lingyu Ren; Zheng O'Neill; Chirag Parikh (CoRR, 2022)

Data-Driven Key Performance Indicators and Datasets for Building Energy Flexibility: A Review and Perspectives. - Han Li 013; Hicham Johra; Flavia de Andrade Pereira; Tianzhen Hong; Jérôme Le Dreau; Anthony Maturo; Mingjun Wei; Yapan Liu; Ali Saberi-Derakhtenjani; Zoltán Nagy 002; Anna Marszal-Pomianowska; Donal Finn; et al. (CoRR, 2022)

CYDRES: CYber Defense and REsilient System for securing grid-interactive efficient buildings. - Guowen Li; Zheng O'Neill; Jin Wen; Ojas Pradhan; Lingyu Ren; Teresa Wu; Veronica Adetola; K. Selcuk Candan; Qi Zhu 002 (BuildSys, 2023)

Dynamic Bayesian Networks for Fault Prognosis. - Ojas Pradhan; Jin Wen; Mengyuan Chu; Zheng O'Neill (BuildSys, 2023)

Development of a Hardware-in-theloop Testbed for Laboratory Performance Verification of Flexible Building Equipment in Typical Commercial Buildings. - Zhelun Chen; Jin Wen; Steven T. Bushby; L. James Lo; Zheng O'Neill; W. Vance Payne; Amanda J. Pertzborn; Caleb Calfa; Yangyang Fu; Gabriel Grajewski; Yicheng Li; Zhiyao Yang (CoRR, 2023)

Eigen-Entropy: A metric for multivariate sampling decisions. - Jiajing Huang; Hyunsoo Yoon; Teresa Wu; Kasim Selçuk Candan; Ojas Pradhan; Jin Wen; Zheng O'Neill (Inf. Sci., 2023)

A critical review of cyber-physical security for building automation systems. - Guowen Li; Lingyu Ren; Yangyang Fu; Zhiyao Yang; Veronica Adetola; Jin Wen; Qi Zhu 002; Teresa Wu; K. Selcuk Candan; Zheng O'Neill (Annu. Rev. Control., 2023)

A feature extraction framework with entropy on graphs for cross-dataset building fault detection. - Jiajing Huang; Abhidnya Patharkar; Teresa Wu; Jin Wen; Zheng O'Neill; K. Selcuk Candan (CASE, 2024)