Zheng O'Neill

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 19

Top Topics

Model Predictive Control

Assisted Learning

Electricity Consumption

Top Venues

BuildSys@SenSys

IEEE Trans. Smart Grid

Annu. Rev. Control.

Publications

Guowen Li, Zheng O'Neill, Jin Wen, Ojas Pradhan, Lingyu Ren, Teresa Wu, Veronica Adetola, K. Selcuk Candan, Qi Zhu
CYDRES: CYber Defense and REsilient System for securing grid-interactive efficient buildings. BuildSys@SenSys (2023)
Ojas Pradhan, Jin Wen, Mengyuan Chu, Zheng O'Neill
Dynamic Bayesian Networks for Fault Prognosis. BuildSys@SenSys (2023)
Jiajing Huang, Hyunsoo Yoon, Teresa Wu, Kasim Selçuk Candan, Ojas Pradhan, Jin Wen, Zheng O'Neill
Eigen-Entropy: A metric for multivariate sampling decisions. Inf. Sci. 619 (2023)
Guowen Li, Lingyu Ren, Yangyang Fu, Zhiyao Yang, Veronica Adetola, Jin Wen, Qi Zhu, Teresa Wu, K. Selcuk Candan, Zheng O'Neill
A critical review of cyber-physical security for building automation systems. Annu. Rev. Control. 55 (2023)
Zhelun Chen, Jin Wen, Steven T. Bushby, L. James Lo, Zheng O'Neill, W. Vance Payne, Amanda Pertzborn, Caleb Calfa, Yangyang Fu, Gabriel Grajewski, Yicheng Li, Zhiyao Yang
Development of a Hardware-in-theloop Testbed for Laboratory Performance Verification of Flexible Building Equipment in Typical Commercial Buildings. CoRR (2023)
Guowen Li, Lingyu Ren, Yangyang Fu, Zhiyao Yang, Veronica Adetola, Jin Wen, Qi Zhu, Teresa Wu, K. Selçuk Candanf, Zheng O'Neill
A critical review of cyber-physical security for building automation systems. CoRR (2022)
Guowen Li, Zhiyao Yang, Yangyang Fu, Lingyu Ren, Zheng O'Neill, Chirag Parikh
Development of a hardware-In-the-Loop (HIL) testbed for cyber-physical security in smart buildings. CoRR (2022)
Shichao Xu, Yangyang Fu, Yixuan Wang, Zhuoran Yang, Zheng O'Neill, Zhaoran Wang, Qi Zhu
Accelerate online reinforcement learning for building HVAC control with heterogeneous expert guidances. BuildSys@SenSys (2022)
Yangyang Fu, Shichao Xu, Qi Zhu, Zheng O'Neill
Containerized framework for building control performance comparisons: model predictive control vs deep reinforcement learning control. BuildSys@SenSys (2021)
Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu
Model-assisted Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control. CoRR (2021)
Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu
Learning-based framework for sensor fault-tolerant building HVAC control with model-assisted learning. BuildSys@SenSys (2021)
Ojas Pradhan, Jin Wen, Yimin Chen, Xing Lu, Mengyuan Chu, Yangyang Fu, Zheng O'Neill, Teresa Wu, K. Selcuk Candan
Dynamic bayesian network-based fault diagnosis for ASHRAE guideline 36: high performance sequence of operation for HVAC systems. BuildSys@SenSys (2021)
Zhijing Ye, Zheng O'Neill, Fei Hu
Hardware-Based Emulator with Deep Learning Model for Building Energy Control and Prediction Based on Occupancy Sensors' Data. Inf. 12 (12) (2021)
Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu
One for Many: Transfer Learning for Building HVAC Control. CoRR (2020)
Zhijing Ye, Fei Hu, Lin Zhang, Zhe Chu, Zheng O'Neill
A Low-Cost Experimental Testbed for Energy-Saving HVAC Control Based on Human Behavior Monitoring. Int. J. Cyber Phys. Syst. 2 (1) (2020)
Zhihong Pang, Fan Feng, Zheng O'Neill
Investigation of the Impacts of COVID-19 on the Electricity Consumption of a University Dormitory Using Weather Normalization. CoRR (2020)
Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu
One for Many: Transfer Learning for Building HVAC Control. BuildSys@SenSys (2020)
Zheng O'Neill, Aaron Henry
Development of a Hardware-in-the-loop Framework with Modelica for Energy Efficient Buildings: Poster Abstract. BuildSys@SenSys (2016)
Dong Zhang, Shuhui Li, Min Sun, Zheng O'Neill
An Optimal and Learning-Based Demand Response and Home Energy Management System. IEEE Trans. Smart Grid 7 (4) (2016)
Shuhui Li, Dong Zhang, Adam B. Roget, Zheng O'Neill
Integrating Home Energy Simulation and Dynamic Electricity Price for Demand Response Study. IEEE Trans. Smart Grid 5 (2) (2014)
Biao Sun, Peter B. Luh, Qing-Shan Jia, Zheng O'Neill, Fangting Song
Building Energy Doctors: An SPC and Kalman Filter-Based Method for System-Level Fault Detection in HVAC Systems. IEEE Trans Autom. Sci. Eng. 11 (1) (2014)
Biao Sun, Peter B. Luh, Zheng O'Neill, Fangting Song
Building energy doctors: SPC and Kalman filter-based fault detection. CASE (2011)