Deep Complex Wavelet Denoising Network for Interpretable Fault Diagnosis of Industrial Robots With Noise Interference and Imbalanced Data - Rourou Li; Tangbin Xia; Yimin Jiang; Jianhua Wu; Xiaolei Fang; Nagi Gebraeel; Lifeng Xi (IEEE Trans. Instrum. Meas., 2025)

Federated Granger Causality Learning for Interdependent Clients with State Space Representation - Ayush Mohanty; Nazal Mohamed; Paritosh Ramanan; Nagi Gebraeel (CoRR, 2025)

A hybrid prognostic & health management framework across multi-level engineering systems with scalable convolution neural networks and adjustable functional regression models - Kaigan Zhang; Tangbin Xia; Yuhui Xu; Yutong Ding; Yong Zhao; Nagi Gebraeel; Lifeng Xi (Adv. Eng. Informatics, 2024)

Task derivation and decomposition in crowdsourced manufacturing by bilevel coordinated optimization of product family planning and manufacturer load balancing - Xuejian Gong; Roger J. Jiao; Nagi Z. Gebraeel (Comput. Ind. Eng., 2024)

A sensor-driven operations and maintenance planning approach for large-scale leased manufacturing systems - Sakir Karakaya; Murat Yildirim; Nagi Gebraeel; Tangbin Xia (Int. J. Prod. Res., 2024)

An Integrated Detection-Prognostics Methodology for Components With Intermittent Faults - Michael Ibrahim; Heraldo Rozas; Nagi Gebraeel (J. Comput. Inf. Sci. Eng., 2024)

Adaptive Two-Stage Stochastic Programming with an Analysis on Capacity Expansion Planning Problem - Beste Basciftci; Shabbir Ahmed; Nagi Gebraeel (Manuf. Serv. Oper. Manag., 2024)

A Collaborative Scheduling Algorithm for Real-Time Production and Opportunistic Maintenance Under Cloud Manufacturing Paradigm - Kaigan Zhang; Tangbin Xia; Guojin Si; Nagi Gebraeel; Dong Wang; Ershun Pan; Lifeng Xi (IEEE Trans. Reliab., 2024)

Wasserstein Distributionally Robust Multiclass Support Vector Machine - Michael Ibrahim; Heraldo Rozas; Nagi Gebraeel (CoRR, 2024)

A Federated Distributionally Robust Support Vector Machine with Mixture of Wasserstein Balls Ambiguity Set for Distributed Fault Diagnosis - Michael Ibrahim; Heraldo Rozas; Nagi Gebraeel; Weijun Xie (CoRR, 2024)

Sensor-fusion based Prognostics Framework for Complex Engineering Systems Exhibiting Multiple Failure Modes - Benjamin Peters; Ayush Mohanty; Xiaolei Fang; Stephen K. Robinson; Nagi Gebraeel (CoRR, 2024)

Prognostic Framework for Robotic Manipulators Operating Under Dynamic Task Severities - Ayush Mohanty; Jason Dekarske; Stephen K. Robinson; Sanjay S. Joshi; Nagi Gebraeel (CoRR, 2024)

Collaborative contracting for Manufacturing-as-a-Service (MaaS) by information content measurement and decision tree learning - Xuejian Gong; Shu Wang; Roger J. Jiao; Nagi Z. Gebraeel (Adv. Eng. Informatics, 2023)

Differentially Private Decentralized Generator Maintenance and Operations for Power Networks - Paritosh Ramanan; Murat Yildirim; Nagi Gebraeel; Edmond Chow (IEEE Trans. Control. Netw. Syst., 2023)

Prospect-theoretic Modeling of Team Cognition for Task Allocation Towards Human-automation Symbiosis - Shu Wang; Mulang Song; Yiyun Fei; Dandan Zhang; Feng Zhou; Nagi Gebraeel; Jianxin Jiao (IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2023, Singapore, December 18-21, 2023, 2023)

A reliability-and-cost-based framework to optimize maintenance planning and diverse-skilled technician routing for geographically distributed systems - Guojin Si; Tangbin Xia; Nagi Gebraeel; Dong Wang; Ershun Pan; Lifeng Xi (Reliab. Eng. Syst. Saf., 2022)

Blockchain-Based Decentralized Replay Attack Detection for Large-Scale Power Systems - Paritosh Ramanan; Dan Li; Nagi Gebraeel (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Multi-sensor prognostics modeling for applications with highly incomplete signals - Xiaolei Fang; Hao Yan; Nagi Gebraeel; Kamran Paynabar (IISE Trans., 2021)

A degradation-based detection framework against covert cyberattacks on SCADA systems - Dan Li; Kamran Paynabar; Nagi Gebraeel (IISE Trans., 2021)

Remaining useful life prediction based on a multi-sensor data fusion model - Naipeng Li; Nagi Gebraeel; Yaguo Lei; Xiaolei Fang; Xiao Cai; Tao Yan (Reliab. Eng. Syst. Saf., 2021)

Detection and Differentiation of Replay Attack and Equipment Faults in SCADA Systems - Dan Li; Nagi Gebraeel; Kamran Paynabar (IEEE Trans Autom. Sci. Eng., 2021)

Multi-Sensor Data-Driven Remaining Useful Life Prediction of Semi-Observable Systems - Naipeng Li; Yaguo Lei; Nagi Gebraeel; Zhijian Wang; Xiao Cai; Pengcheng Xu; Biao Wang (IEEE Trans. Ind. Electron., 2021)

Online Detection of Inter-Turn Winding Faults in Single-Phase Distribution Transformers Using Smart Meter Data - Kavya Ashok; Dan Li; Nagi Gebraeel; Deepak Divan (IEEE Trans. Smart Grid, 2021)

An Online Approach to Cyberattack Detection and Localization in Smart Grid - Dan Li; Nagi Gebraeel; Kamran Paynabar; A. P. Sakis Meliopoulos (CoRR, 2021)

Data-driven maintenance and operations scheduling in power systems under decision-dependent uncertainty - Beste Basciftci; Shabbir Ahmed; Nagi Gebraeel (IISE Trans., 2020)

Towards augmenting cyber-physical-human collaborative cognition for human-automation interaction in complex manufacturing and operational environments - Roger Jianxin Jiao; Feng Zhou; Nagi Z. Gebraeel; Vincent G. Duffy (Int. J. Prod. Res., 2020)

Severity-based diagnosis for vehicular electric systems with multiple, interacting fault modes - Benjamin Peters; Murat Yildirim; Nagi Gebraeel; Kamran Paynabar (Reliab. Eng. Syst. Saf., 2020)

Deep Learning Based Covert Attack Identification for Industrial Control Systems - Dan Li; Paritosh Ramanan; Nagi Gebraeel; Kamran Paynabar (19th IEEE International Conference on Machine Learning and Applications, ICMLA 2020, Miami, FL, USA, December 14-17, 2020, 2020)

Distribution Transformer Health Monitoring using Smart Meter Data - Kavya Ashok; Dan Li; Deepak Divan; Nagi Gebraeel (IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, ISGT 2020, Washington, DC, USA, February 17-20, 2020, 2020)

Deep Learning based Covert Attack Identification for Industrial Control Systems - Dan Li; Paritosh Ramanan; Nagi Gebraeel; Kamran Paynabar (CoRR, 2020)

Large-Scale Maintenance and Unit Commitment: A Decentralized Subgradient Approach - Paritosh Ramanan; Murat Yildirim; Nagi Gebraeel; Edmond Chow (CoRR, 2020)

Blockchain Based Decentralized Cyber Attack Detection for Large Scale Power Systems - Paritosh Ramanan; Dan Li; Nagi Gebraeel (CoRR, 2020)

Decentralized and Secure Generation Maintenance with Differential Privacy - Paritosh Ramanan; Murat Yildirim; Nagi Gebraeel; Edmond Chow (CoRR, 2020)

Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model - Naipeng Li; Nagi Gebraeel; Yaguo Lei; Linkan Bian; Xiaosheng Si (Reliab. Eng. Syst. Saf., 2019)

Condition-Based Maintenance for Queues With Degrading Servers - Iqra Ejaz; Michelle M. Alvarado; Natarajan Gautam; Nagi Gebraeel; Mark Lawley (IEEE Trans Autom. Sci. Eng., 2019)

Image-Based Prognostics Using Penalized Tensor Regression - Xiaolei Fang; Kamran Paynabar; Nagi Gebraeel (Technometrics, 2019)

An Asynchronous, Decentralized Solution Framework for the Large Scale Unit Commitment Problem - Paritosh Ramanan; Murat Yildirim; Edmond Chow; Nagi Gebraeel (CoRR, 2019)

Multi-sensor slope change detection - Yang Cao; Yao Xie; Nagi Gebraeel (Ann. Oper. Res., 2018)

Multistream sensor fusion-based prognostics model for systems with single failure modes - Xiaolei Fang; Kamran Paynabar; Nagi Gebraeel (Reliab. Eng. Syst. Saf., 2017)

Controlling the Residual Life Distribution of Parallel Unit Systems Through Workload Adjustment - Li Hao; Kaibo Liu; Nagi Gebraeel; Jianjun Shi (IEEE Trans Autom. Sci. Eng., 2017)

Residual Life Prediction of Multistage Manufacturing Processes With Interaction Between Tool Wear and Product Quality Degradation - Li Hao; Linkan Bian; Nagi Gebraeel; Jianjun Shi (IEEE Trans Autom. Sci. Eng., 2017)

Asynchronous Decentralized Framework for Unit Commitment in Power Systems - Paritosh Ramanan; Murat Yildirim; Edmond Chow; Nagi Gebraeel (International Conference on Computational Science, ICCS 2017, 12-14 June 2017, Zurich, Switzerland, 2017)

Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets - Paras Jain; Chirag Tailor; Sam Ford; Liexiao Ding; Michael Phillips; Fang (Cherry) Liu; Nagi Gebraeel; Duen Horng Chau (2017 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2017, Orlando / Buena Vista, FL, USA, May 29 - June 2, 2017, 2017)

Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets - Paras Jain; Chirag Tailor; Sam Ford; Liexiao Ding; Michael Phillips; Fang (Cherry) Liu; Nagi Gebraeel; Duen Horng Chau (CoRR, 2017)

An adaptive functional regression-based prognostic model for applications with missing data - Xiaolei Fang; Rensheng Zhou; Nagi Gebraeel (Reliab. Eng. Syst. Saf., 2015)

Multi-Sensor Slope Change Detection - Yang Cao; Yao Xie; Nagi Gebraeel (CoRR, 2015)

A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals - Rensheng Zhou; Nicoleta Serban; Nagi Gebraeel; Hans-Georg Müller (Technometrics, 2014)

Stochastic methodology for prognostics under continuously varying environmental profiles - Linkan Bian; Nagi Gebraeel (Stat. Anal. Data Min., 2013)

A Data-Level Fusion Model for Developing Composite Health Indices for Degradation Modeling and Prognostic Analysis - Kaibo Liu; Nagi Gebraeel; Jianjun Shi (IEEE Trans Autom. Sci. Eng., 2013)

Structured Replacement Policies for Components with Complex Degradation Processes and Dedicated Sensors - Alaa Elwany; Nagi Z. Gebraeel; Lisa M. Maillart (Oper. Res., 2011)

A Stochastic Methodology for Prognostics Under Time-Varying Environmental Future Profiles - Linkan Bian; Nagi Gebraeel (Proceedings of the 2011 Conference on Intelligent Data Understanding, CIDU 2011, October 19-21, 2011, Mountain View, California, USA, 2011)

Prognostics-Based Identification of the Top-k Units in a Fleet - Nagi Gebraeel (IEEE Trans Autom. Sci. Eng., 2010)

Residual Life Predictions in the Absence of Prior Degradation Knowledge - Nagi Gebraeel; Alaa Elwany; Jing Pan (IEEE Trans. Reliab., 2009)

Predictive Maintenance Management Using Sensor-Based Degradation Models - Kevin A. Kaiser; Nagi Gebraeel (IEEE Trans. Syst. Man Cybern. Part A, 2009)

A Neural Network Degradation Model for Computing and Updating Residual Life Distributions - Nagi Gebraeel; Mark A. Lawley (IEEE Trans Autom. Sci. Eng., 2008)

Prognostic Degradation Models for Computing and Updating Residual Life Distributions in a Time-Varying Environment - Nagi Gebraeel; Jing Pan (IEEE Trans. Reliab., 2008)

A Neural Network Integrated Decision Support System for Condition-Based Optimal Predictive Maintenance Policy - Sze-jung Wu; Nagi Gebraeel; Mark A. Lawley; Yuehwern Yih (IEEE Trans. Syst. Man Cybern. Part A, 2007)

Sensory-Updated Residual Life Distributions for Components With Exponential Degradation Patterns - Nagi Gebraeel (IEEE Trans Autom. Sci. Eng., 2006)

Residual life predictions from vibration-based degradation signals: a neural network approach - Nagi Gebraeel; Mark A. Lawley; Richard Liu; Vijay Parmeshwaran (IEEE Trans. Ind. Electron., 2004)

Deadlock detection, prevention, and avoidance for automated tool sharing systems - Nagi Gebraeel; Mark A. Lawley (IEEE Trans. Robotics Autom., 2001)