Intelligent prognostics tools and e-maintenance

Computers in Industry - Tập 57 Số 6 - Trang 476-489 - 2006
Jay Lee1, Jun Ni2, Dragan Djurdjanović2, Hai Qiu1, Haitao Liao3
1NSF Center for Intelligent Maintenance System, University of Cincinnati, USA
2NSF Center for Intelligent Maintenance System, University of Michigan, USA
3Wichita University, USA

Tóm tắt

Từ khóa


Tài liệu tham khảo

NSF I/UCRC Center for Intelligent Maintenance Systems, http://www.imscenter.net/, 2005.

Radjou, 2002

Roemer, 2001, Assessment of data and knowledge fusion strategies for prognostics and health management, 62979

Hansen, 1994, New approach to the challenge of machinery prognostics, 1

Reichard, 2000, Application of sensor fusion and signal classification techniques in a distributed machinery condition monitoring system, 329

Kemerait, 1987

Wilson, 1999, Development of a modular in-situ oil analysis prognostic system

Goodenow, 2000, Acoustic emissions in broadband vibration as an indicator of bearing stress, 95

Hardman, 2000, A helicopter powertrain diagnostics and prognostics demonstration, 355

Liang, 1988, Prognostics/diagnostics of mechanical equipment by neural network, Neural Networks, 1, 33

Parker, 1993, Helicopter gearbox diagnostics and prognostics using vibration signature analysis, 531

Bonissone, 1995, Soft computing applications in equipment maintenance and service

Brotherton, 2000, Prognosis of faults in gas turbine engines, 163

Garga, 2001, Hybrid reasoning for prognostic learning in CBM systems, 2957

Su, 1999, Prognostics framework [for weapon systems health monitoring], 661

K. McClintic, Feature prediction and tracking for monitoring the condition of complex mechanical systems, Pennsylvania State University, MS Thesis, PA, 1998.

Ferlez, 1998, Gear-tooth fault detection and tracking using the wavelet transform

Swanson, 2000, Prognostic modelling of crack growth in a tensioned steel band, Mechanical Systems and Signal Processing, 14, 789, 10.1006/mssp.2000.1324

Swanson, 2001, A general prognostic tracking algorithm for predictive maintenance, 2971

Hansen, 1994, New approach to the challenge of machinery prognostics, 1

Yamada, 2002, Reliability improvement of industrial robots by optimizing operation plans based on deterioration evaluation, Annals of CIRP, 51/1, 319, 10.1016/S0007-8506(07)61526-1

Seliger, 2002, Innovative Processes and Tools for Disassembly, Annals of CIRP, 51, 37, 10.1016/S0007-8506(07)61460-7

Lee, 1995, Machine performance monitoring and proactive maintenance in computer-integrated manufacturing: review and perspective, International Journal of Computer Integrated Manufacturing, 8, 370, 10.1080/09511929508944664

Lee, 1996, Measurement of machine performance degradation using a neural network model, Computers in Industry, 30, 193, 10.1016/0166-3615(96)00013-9

Djurdjanovic, 2002, Time-frequency based sensor fusion in the assessment and monitoring of machine performance degradation

Casoetto, 2003, Multisensor process performance assessment through the use of autoregressive modelling and feature maps, Transactions of SME/NAMRI, 31, 483

Pandit, 1993

Marple, 1987

Burrus, 1998

Cohen, 1995

2000

Hall, 1992

Hai Qiu, 2003, Robust performance degradation assessment methods for enhanced rolling element bearing prognostics, Advanced Engineering Informatics, 17, 127, 10.1016/j.aei.2004.08.001

Liao, 2005, A predictive tool for remaining useful life estimation of rotating machinery components

Z. Yang, D. Djurdjanovic, R. Mayor, J. Ni, J. Lee, Maintenance Scheduling in Production Systems Based on Predicted Machine Degradation, IEEE Transactions on Automation Science and Engineering, Paper No. V2004-067, submitted for publication.

M. Thurston, M. Lebold, Open Standards for Condition Based Maintenance and Prognostic Systems, Pennsylvania State University, Applied Research Laboratory, 2001.

Djurdjanovic, 2003, Watchdog agent — an infotronics-based prognostics approach for product performance degradation assessment and prediction, special issue on intelligent maintenance systems, Engineering Informatics Journal (formerly AI in Engineering), 17, 107

Liu, 2004, Performance similarity based method for enhanced prediction of manufacturing process performance

Cox, 1972, Regression models and life tables, J. Royal Stat. Soc. Ser. B, 34, 187