Zheng O'Neill

25 papers Journal 15Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
BESTOpt: A Modular, Physics-Informed Machine Learning based Building Modeling, Control and Optimization Framework.
CoRR
Zixin Jiang, Ruizhi Song, Guowen Li, Yuhang Zhang, Zheng O'Neill, Xuezheng Wang, Judah Goldfeder, Bing Dong
2024 — conf
A feature extraction framework with entropy on graphs for cross-dataset building fault detection.
CASE
Jiajing Huang, Abhidnya Patharkar, Teresa Wu, Jin Wen, Zheng O'Neill, K. Selcuk Candan
2023 J jnl
A critical review of cyber-physical security for building automation systems.
Annu. Rev. Control.
Guowen Li, Lingyu Ren, Yangyang Fu, Zhiyao Yang, Veronica Adetola, Jin Wen, Qi Zhu, Teresa Wu, K. Selcuk Candan, Zheng O'Neill
2023 — conf
CYDRES: CYber Defense and REsilient System for securing grid-interactive efficient buildings.
BuildSys
Guowen Li, Zheng O'Neill, Jin Wen, Ojas Pradhan, Lingyu Ren, Teresa Wu, Veronica Adetola, K. Selcuk Candan, Qi Zhu
2023 J jnl
Development of a Hardware-in-theloop Testbed for Laboratory Performance Verification of Flexible Building Equipment in Typical Commercial Buildings.
CoRR
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
2023 — conf
Dynamic Bayesian Networks for Fault Prognosis.
BuildSys
Ojas Pradhan, Jin Wen, Mengyuan Chu, Zheng O'Neill
2023 J jnl
Eigen-Entropy: A metric for multivariate sampling decisions.
Inf. Sci.
Jiajing Huang, Hyunsoo Yoon, Teresa Wu, Kasim Selçuk Candan, Ojas Pradhan, Jin Wen, Zheng O'Neill
2022 J jnl
A critical review of cyber-physical security for building automation systems.
CoRR
Guowen Li, Lingyu Ren, Yangyang Fu, Zhiyao Yang, Veronica Adetola, Jin Wen, Qi Zhu, Teresa Wu, K. Selçuk Candan, Zheng O'Neill
2022 — conf
Accelerate online reinforcement learning for building HVAC control with heterogeneous expert guidances.
BuildSys
Shichao Xu, Yangyang Fu, Yixuan Wang, Zhuoran Yang, Zheng O'Neill, Zhaoran Wang, Qi Zhu
2022 J jnl
Data-Driven Key Performance Indicators and Datasets for Building Energy Flexibility: A Review and Perspectives.
CoRR
Han Li, Hicham Johra, Flavia de Andrade Pereira, Tianzhen Hong, Jérôme Le Dreau, Anthony Maturo, Mingjun Wei, Yapan Liu, Ali Saberi-Derakhtenjani, Zoltán Nagy, Anna Marszal-Pomianowska, Donal Finn, Shohei Miyata, Kathryn Kaspar, Kingsley Nweye, Zheng O'Neill, Fabiano Pallonetto, Bing Dong
2022 J jnl
Development of a hardware-In-the-Loop (HIL) testbed for cyber-physical security in smart buildings.
CoRR
Guowen Li, Zhiyao Yang, Yangyang Fu, Lingyu Ren, Zheng O'Neill, Chirag Parikh
2021 — conf
Containerized framework for building control performance comparisons: model predictive control vs deep reinforcement learning control.
BuildSys
Yangyang Fu, Shichao Xu, Qi Zhu, Zheng O'Neill
2021 — conf
Dynamic bayesian network-based fault diagnosis for ASHRAE guideline 36: high performance sequence of operation for HVAC systems.
BuildSys
Ojas Pradhan, Jin Wen, Yimin Chen, Xing Lu, Mengyuan Chu, Yangyang Fu, Zheng O'Neill, Teresa Wu, K. Selcuk Candan
2021 J jnl
Hardware-Based Emulator with Deep Learning Model for Building Energy Control and Prediction Based on Occupancy Sensors' Data.
Inf.
Zhijing Ye, Zheng O'Neill, Fei Hu
2021 — conf
Learning-based framework for sensor fault-tolerant building HVAC control with model-assisted learning.
BuildSys
Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu
2021 J jnl
Model-assisted Learning-based Framework for Sensor Fault-Tolerant Building HVAC Control.
CoRR
Shichao Xu, Yangyang Fu, Yixuan Wang, Zheng O'Neill, Qi Zhu
2020 J jnl
A Low-Cost Experimental Testbed for Energy-Saving HVAC Control Based on Human Behavior Monitoring.
Int. J. Cyber Phys. Syst.
Zhijing Ye, Fei Hu, Lin Zhang, Zhe Chu, Zheng O'Neill
2020 J jnl
Investigation of the Impacts of COVID-19 on the Electricity Consumption of a University Dormitory Using Weather Normalization.
CoRR
Zhihong Pang, Fan Feng, Zheng O'Neill
2020 — conf
One for Many: Transfer Learning for Building HVAC Control.
BuildSys
Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu
2020 J jnl
One for Many: Transfer Learning for Building HVAC Control.
CoRR
Shichao Xu, Yixuan Wang, Yanzhi Wang, Zheng O'Neill, Qi Zhu
2016 J jnl
An Optimal and Learning-Based Demand Response and Home Energy Management System.
IEEE Trans. Smart Grid
Dong Zhang, Shuhui Li, Min Sun, Zheng O'Neill
2016 — conf
Development of a Hardware-in-the-loop Framework with Modelica for Energy Efficient Buildings: Poster Abstract.
BuildSys
Zheng O'Neill, Aaron Henry
2014 J jnl
Building Energy Doctors: An SPC and Kalman Filter-Based Method for System-Level Fault Detection in HVAC Systems.
IEEE Trans Autom. Sci. Eng.
Biao Sun, Peter B. Luh, Qing-Shan Jia, Zheng O'Neill, Fangting Song
2014 J jnl
Integrating Home Energy Simulation and Dynamic Electricity Price for Demand Response Study.
IEEE Trans. Smart Grid
Shuhui Li, Dong Zhang, Adam B. Roget, Zheng O'Neill
2011 — conf
Building energy doctors: SPC and Kalman filter-based fault detection.
CASE
Biao Sun, Peter B. Luh, Zheng O'Neill, Fangting Song