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1

Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model

Li, Naipeng, Gebraeel, Nagi, Lei, Yaguo, Bian, Linkan, Si, Xiaosheng

Journal:

Reliability Engineering & System Safety

Year:

2019

Language:

english

File:

PDF, 2.14 MB

english, 2019

2

Integrated Predictive Analytics & Optimization for Opportunistic Maintenance and Operations in Wind Farms

Yildirim, Murat, Gebraeel, Nagi, Sun, Xu

Journal:

IEEE Transactions on Power Systems

Year:

2017

Language:

english

File:

PDF, 847 KB

english, 2017

3

A Neural Network Integrated Decision Support System for Condition-Based Optimal Predictive Maintenance Policy

Sze-jung Wu, Nagi Gebraeel, Mark A. Lawley, Yuehwern Yih

Journal:

IEEE Transactions on Systems Man and Cybernetics - Part A Systems and Humans

Year:

2007

Language:

english

File:

PDF, 907 KB

english, 2007

4

Real-Time Estimation of Mean Remaining Life Using Sensor-Based Degradation Models

Elwany, Alaa, Gebraeel, Nagi

Journal:

Journal of Manufacturing Science and Engineering

Year:

2009

Language:

english

File:

PDF, 387 KB

english, 2009

5

Residual-life distributions from component degradation signals: A Bayesian approach

GEBRAEEL, NAGI Z., LAWLEY, MARK A., LI, RONG, RYAN, JENNIFER K.

Journal:

IIE Transactions

Year:

2005

Language:

english

File:

PDF, 280 KB

english, 2005

6

Condition-Based Maintenance for Queues With Degrading Servers

Ejaz, Iqra, Alvarado, Michelle, Gautam, Natarajan, Gebraeel, Nagi, Lawley, Mark

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2019

Language:

english

File:

PDF, 11 KB

english, 2019

7

Remaining Useful Life Prediction based on a Multi-Sensor Data Fusion Model

Li, Naipeng, Gebraeel, Nagi, Lei, Yaguo, Fang, Xiaolei, Cai, Xiao, Yan, Tao

Journal:

Reliability Engineering & System Safety

Year:

2020

File:

PDF, 1.23 MB

2020

8

Structured Replacement Policies for Components with Complex Degradation Processes and Dedicated Sensors

Elwany, Alaa H., Gebraeel, Nagi Z., Maillart, Lisa M.

Journal:

Operations Research

Year:

2011

Language:

english

File:

PDF, 696 KB

english, 2011

9

Lease-Oriented Opportunistic Maintenance for Multi-Unit Leased Systems Under Product-Service Paradigm

Xia, Tangbin, Xi, Lifeng, Pan, Ershun, Fang, Xiaolei, Gebraeel, Nagi

Journal:

Journal of Manufacturing Science and Engineering

Year:

2017

Language:

english

File:

PDF, 1.03 MB

english, 2017

10

Stochastic framework for partially degradation systems with continuous component degradation-rate-interactions

Bian, Linkan, Gebraeel, Nagi

Journal:

Naval Research Logistics (NRL)

Year:

2014

Language:

english

File:

PDF, 370 KB

english, 2014

11

Image-Based Prognostics Using Penalized Tensor Regression

Fang, Xiaolei, Paynabar, Kamran, Gebraeel, Nagi

Journal:

Year:

2018

Language:

english

File:

PDF, 1.35 MB

english, 2018

12

Advanced Prognostics for Aircraft Electrical Power Systems

Gebraeel, Nagi, Hernandez, Luis

Journal:

SAE International Journal of Aerospace

Year:

2008

Language:

english

File:

PDF, 494 KB

english, 2008

13

Remaining useful life prediction of machinery under time-varying operating conditions based on a two-factor state-space model

Li, Naipeng, Gebraeel, Nagi, Lei, Yaguo, Bian, Linkan, Si, Xiaosheng

Journal:

Reliability Engineering & System Safety

Year:

2019

File:

PDF, 2.14 MB

2019

14

A Neural Network Degradation Model for Computing and Updating Residual Life Distributions

Gebraeel, Nagi Z., Lawley, Mark A.

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2008

Language:

english

File:

PDF, 992 KB

english, 2008

15

Detection and Differentiation of Replay Attack and Equipment Faults in SCADA Systems

Li, Dan, Gebraeel, Nagi, Paynabar, Kamran

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2020

File:

PDF, 1.53 MB

2020

16

A Data-Level Fusion Model for Developing Composite Health Indices for Degradation Modeling and Prognostic Analysis

Liu, Kaibo, Gebraeel, Nagi Z., Shi, Jianjun

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2013

Language:

english

File:

PDF, 2.95 MB

english, 2013

17

Online analytics framework of sensor-driven prognosis and opportunistic maintenance for mass customization

Xia, Tangbin, Fang, Xiaolei, Gebraeel, Nagi, Xi, Lifeng, Pan, Ershun

Journal:

Journal of Manufacturing Science and Engineering

Year:

2019

Language:

english

File:

PDF, 1.26 MB

english, 2019

18

Scalable Prognostic Models for Large-scale Condition Monitoring Applications

Fang, Xiaolei, Gebraeel, Nagi, Paynabar, Kamran

Journal:

IISE Transactions

Year:

2016

Language:

english

File:

PDF, 432 KB

english, 2016

19

[IEEE 2017 IEEE International Parallel and Distributed Processing Symposium: Workshops (IPDPSW) - Lake Buena Vista, FL (2017.5.29-2017.6.2)] 2017 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) - Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets

Jain, Paras, Tailor, Chirag, Ford, Sam, Liexiao Ding,, Phillips, Michael, Fang Liu,, Gebraeel, Nagi, Duen Horng Chau,

Year:

2017

Language:

english

File:

PDF, 1.13 MB

english, 2017

20

DEGRADATION MODELING APPLIED TO RESIDUAL LIFETIME PREDICTION USING FUNCTIONAL DATA ANALYSIS

Rensheng R. Zhou, Nicoleta Serban and Nagi Gebraeel

Journal:

The Annals of Applied Statistics

Year:

2011

Language:

english

File:

PDF, 2.58 MB

english, 2011

21

Degradation-based residual life prediction under different environments

Zhou, Rensheng, Serban, Nicoleta, Gebraeel, Nagi

Journal:

The Annals of Applied Statistics

Year:

2014

Language:

english

File:

PDF, 458 KB

english, 2014

22

Residual Life Prediction of Multistage Manufacturing Processes With Interaction Between Tool Wear and Product Quality Degradation

Hao, Li, Bian, Linkan, Gebraeel, Nagi, Shi, Jianjun

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2016

Language:

english

File:

PDF, 3.45 MB

english, 2016

23

Stochastic methodology for prognostics under continuously varying environmental profiles

Linkan Bian, Nagi Gebraeel

Journal:

Statistical Analysis and Data Mining

Year:

2012

Language:

english

File:

PDF, 159 KB

english, 2012

24

Sensor-Driven Condition-Based Generator Maintenance Scheduling—Part I: Maintenance Problem

Yildirim, Murat, Sun, Xu Andy, Gebraeel, Nagi Z.

Journal:

IEEE Transactions on Power Systems

Year:

2016

Language:

english

File:

PDF, 1.51 MB

english, 2016

25

Multi-Sensor Prognostics Modeling for Applications with Highly Incomplete Signals

Fang, Xiaolei, Yan, Hao, Gebraeel, Nagi, Paynabar, Kamran

Journal:

IISE Transactions

Year:

2020

File:

PDF, 1.79 MB

2020

26

SAE Technical Paper Series [SAE International SAE 2006 World Congress & Exhibition - (APR. 03, 2006)] SAE Technical Paper Series - Sensory-Based Prognostics and Life Prediction for Components with Exponential Degradation

Year:

2006

Language:

english

File:

PDF, 276 KB

english, 2006

27

A Degradation-Based Detection Framework Against Covert Cyberattacks on SCADA Systems

Li, Dan, Paynabar, Kamran, Gebraeel, Nagi

Journal:

IISE Transactions

Year:

2020

File:

PDF, 1.55 MB

2020

28

[IEEE 2006 IEEE Autotestcon - Anaheim, CA, USA (2006.09.18-2006.09.21)] 2006 IEEE Autotestcon - Electronics Prognostics--"Driving Just-In-Time Maintenance"

Hernandez, Luis, Gebraeel, Nagi

Year:

2006

Language:

english

File:

PDF, 8.09 MB

english, 2006

29

Degradation modeling and monitoring of truncated degradation signals

Zhou, Rensheng, Gebraeel, Nagi, Serban, Nicoleta

Journal:

IIE Transactions

Year:

2012

Language:

english

File:

PDF, 570 KB

english, 2012

30

Sensor-Driven Condition-Based Generator Maintenance Scheduling—Part II: Incorporating Operations

Yildirim, Murat, Sun, Xu Andy, Gebraeel, Nagi Z.

Journal:

IEEE Transactions on Power Systems

Year:

2016

Language:

english

File:

PDF, 1.83 MB

english, 2016

31

Towards augmenting cyber-physical-human collaborative cognition for human-automation interaction in complex manufacturing and operational environments

Jiao, Jianxin (Roger), Zhou, Feng, Gebraeel, Nagi Z., Duffy, Vincent

Journal:

International Journal of Production Research

Year:

2020

Language:

english

File:

PDF, 1.81 MB

english, 2020

32

Leveraging Predictive Analytics to Control and Coordinate Operations, Asset Loading and Maintenance

Yildirim, Murat, Gebraeel, Nagi Z., Sun, Xu Andy

Journal:

IEEE Transactions on Power Systems

Year:

2019

Language:

english

File:

PDF, 329 KB

english, 2019

33

Controlling the Residual Life Distribution of Parallel Unit Systems Through Workload Adjustment

Hao, Li, Liu, Kaibo, Gebraeel, Nagi, Shi, Jianjun

Journal:

IEEE Transactions on Automation Science and Engineering

Year:

2015

Language:

english

File:

PDF, 1.73 MB

english, 2015

34

Multi-sensor slope change detection

Cao, Yang, Xie, Yao, Gebraeel, Nagi

Journal:

Annals of Operations Research

Year:

2016

Language:

english

File:

PDF, 1.46 MB

english, 2016

35

Degradation modeling applied to residual lifetime prediction using functional data analysis

Zhou, Rensheng R., Serban, Nicoleta, Gebraeel, Nagi

Journal:

The Annals of Applied Statistics

Year:

2011

Language:

english

File:

PDF, 868 KB

english, 2011

36

Computing and updating the first-passage time distribution for randomly evolving degradation signals

Bian, Linkan, Gebraeel, Nagi

Journal:

IIE Transactions

Year:

2012

Language:

english

File:

PDF, 287 KB

english, 2012

37

Degradation modeling for real-time estimation of residual lifetimes in dynamic environments

Bian, Linkan, Gebraeel, Nagi, Kharoufeh, Jeffrey P.

Journal:

IIE Transactions

Year:

2015

Language:

english

File:

PDF, 347 KB

english, 2015

38

Residual-life estimation for components with non-symmetric priors

Chakraborty, Santanu, Gebraeel, Nagi, Lawley, Mark, Wan, Hong

Journal:

IIE Transactions

Year:

2009

Language:

english

File:

PDF, 1.53 MB

english, 2009

39

A switching diffusion model for lifetime estimation in randomly varying environments

Flory, John A., Kharoufeh, Jeffrey P., Gebraeel, Nagi Z.

Journal:

IIE Transactions

Year:

2014

Language:

english

File:

PDF, 871 KB

english, 2014

40

Simultaneous signal separation and prognostics of multi-component systems: the case of identical components

Hao, Li, Gebraeel, Nagi, Shi, Jianjun

Journal:

IIE Transactions

Year:

2015

Language:

english

File:

PDF, 3.91 MB

english, 2015

41

An adaptive functional regression-based prognostic model for applications with missing data

Fang, Xiaolei, Zhou, Rensheng, Gebraeel, Nagi

Journal:

Reliability Engineering & System Safety

Year:

2015

Language:

english

File:

PDF, 606 KB

english, 2015

42

Sensor-driven prognostic models for equipment replacement and spare parts inventory

Elwany, Alaa H., Gebraeel, Nagi Z.

Journal:

IIE Transactions

Year:

2008

Language:

english

File:

PDF, 729 KB

english, 2008

43

Asynchronous Decentralized Framework for Unit Commitment in Power Systems

Ramanan, Paritosh, Yildirim, Murat, Chow, Edmond, Gebraeel, Nagi

Journal:

Procedia Computer Science

Year:

2017

Language:

english

File:

PDF, 615 KB

english, 2017

44

Stochastic modeling and real-time prognostics for multi-component systems with degradation rate interactions

Bian, Linkan, Gebraeel, Nagi

Journal:

IIE Transactions

Year:

2014

Language:

english

File:

PDF, 1.83 MB

english, 2014

45

A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals

Zhou, Rensheng R., Serban, Nicoleta, Gebraeel, Nagi, Müller, Hans-Georg

Journal:

Year:

2014

Language:

english

File:

PDF, 549 KB

english, 2014

46

Stochastic Optimization of Maintenance and Operations Schedules under Unexpected Failures

Basciftci, Beste, Ahmed, Shabbir, Gebraeel, Nagi Z., Yildirim, Murat

Journal:

IEEE Transactions on Power Systems

Year:

2018

Language:

english

File:

PDF, 318 KB

english, 2018

47

Data-Driven Maintenance and Operations Scheduling in Power Systems under Decision-Dependent Uncertainty

Basciftci, Beste, Ahmed, Shabbir, Gebraeel, Nagi

Journal:

IISE Transactions

Year:

2019

Language:

english

File:

PDF, 986 KB

english, 2019

48

[IEEE 2018 Annual Reliability and Maintainability Symposium (RAMS) - Reno, NV, USA (2018.1.22-2018.1.25)] 2018 Annual Reliability and Maintainability Symposium (RAMS) - Real-Time Predictive Analytics Using Degradation Image Data

Fang, Xiaolei, Paynabar, Kamran, Gebraeel, Nagi

Year:

2018

Language:

english

File:

PDF, 3.19 MB

english, 2018

49

[IEEE 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) - Washington, DC, USA (2020.2.17-2020.2.20)] 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT) - Distribution Transformer Health Monitoring using Smart Meter Data

Ashok, Kavya, Li, Dan, Divan, Deepak, Gebraeel, Nagi

Year:

2020

File:

PDF, 1.13 MB

2020

50

Multistream sensor fusion-based prognostics model for systems with single failure modes

Fang, Xiaolei, Paynabar, Kamran, Gebraeel, Nagi

Journal:

Reliability Engineering & System Safety

Year:

2017

Language:

english

File:

PDF, 1.38 MB

english, 2017

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