메뉴 건너뛰기




Volumn 47, Issue 13, 2016, Pages 3287-3301

Integrated system health management-oriented maintenance decision-making for multi-state system based on data mining

Author keywords

Data mining; integrated system health management; maintenance strategy; multi state system

Indexed keywords

AIRCRAFT ENGINES; DECISION MAKING; DECISION SUPPORT SYSTEMS; DETERIORATION; HEALTH; INFORMATION MANAGEMENT; INTEGRATED CONTROL; MAINTENANCE; OPTIMIZATION; REAL TIME SYSTEMS;

EID: 84949220678     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207721.2015.1116641     Document Type: Article
Times cited : (8)

References (45)
  • 1
    • 84899698551 scopus 로고    scopus 로고
    • Phishing detection based associative classification data mining
    • Abdelhamid, N., Ayesh, A., &Thabtah, F. (2014). Phishing detection based associative classification data mining. Expert Systems with Applications, 41(13), 5948-5959. doi:10.1016/j.eswa.2014.03.019
    • (2014) Expert Systems with Applications , vol.41 , Issue.13 , pp. 5948-5959
    • Abdelhamid, N.1    Ayesh, A.2    Thabtah, F.3
  • 4
    • 84995328194 scopus 로고    scopus 로고
    • Optimum random and age replacement policies for customer-demand multi-state system reliability under imperfect maintenance
    • Chen, Y.L., Chang, C.C., &Sheu, D.F. (2014). Optimum random and age replacement policies for customer-demand multi-state system reliability under imperfect maintenance. International Journal of Systems Science. Advance online publication. doi:10.1080/00207721.2014.915353
    • (2014) International Journal of Systems Science. Advance Online Publication
    • Chen, Y.L.1    Chang, C.C.2    Sheu, D.F.3
  • 5
    • 78650606453 scopus 로고    scopus 로고
    • Parallel Monte Carlo simulation for reliability and cost evaluation of equipment and systems
    • Ge, H., &Asgarpoor, S. (2011). Parallel Monte Carlo simulation for reliability and cost evaluation of equipment and systems. Electric Power Systems Research, 81(2), 347-356. doi:10.1016/j.epsr.2010.09.012
    • (2011) Electric Power Systems Research , vol.81 , Issue.2 , pp. 347-356
    • Ge, H.1    Asgarpoor, S.2
  • 8
    • 0005386083 scopus 로고
    • Cannibalization inmulticomponent systems and theory of reliability
    • Hirsch,W.M.,Meisner,M., &Boll, C. (1968). Cannibalization inmulticomponent systems and theory of reliability. Naval Research Logistics, 15(3), 331-360. doi:10.1002/nav.3800150302
    • (1968) Naval Research Logistics , vol.15 , Issue.3 , pp. 331-360
    • Hirschw, M.1    Meisner, M.2    Boll, C.3
  • 9
    • 78049425255 scopus 로고    scopus 로고
    • A two-stage preventive maintenance policy for a multi-state deterioration system
    • Huang, C.C., &Yuan, J. (2010). A two-stage preventive maintenance policy for a multi-state deterioration system. Reliability Engineering &System Safety, 95(11), 1255-1260. doi:10.1016/j.ress.2010.07.001
    • (2010) Reliability Engineering &System Safety , vol.95 , Issue.11 , pp. 1255-1260
    • Huang, C.C.1    Yuan, J.2
  • 11
    • 77950369345 scopus 로고    scopus 로고
    • Data clustering: 50 years beyond K-means
    • Jain, A.K. (2010).Data clustering: 50 years beyond K-means. Pattern Recognition Letters, 31(8), 651-666. doi:10.1016/j.patrec.2009.09.011
    • (2010) Pattern Recognition Letters , vol.31 , Issue.8 , pp. 651-666
    • Jain, A.K.1
  • 12
    • 0002192597 scopus 로고
    • Some results for repairable systems with general repair
    • Kijima, M. (1989). Some results for repairable systems with general repair. Journal of Applied Probability, 26(1), 89-102. doi:10.2307/3214319
    • (1989) Journal of Applied Probability , vol.26 , Issue.1 , pp. 89-102
    • Kijima, M.1
  • 13
    • 78650332092 scopus 로고    scopus 로고
    • A data-driven approach for monitoring blade pitch faults in wind turbines
    • Kusiak, A., &Verma, A. (2011a). A data-driven approach for monitoring blade pitch faults in wind turbines. Sustainable Energy, IEEE Transactions on, 2(1), 87-96. doi:10.1109/TSTE.2010.2066585
    • (2011) Sustainable Energy, IEEE Transactions on , vol.2 , Issue.1 , pp. 87-96
    • Kusiak, A.1    Verma, A.2
  • 14
    • 79551620605 scopus 로고    scopus 로고
    • Prediction of status patterns of wind turbines: A data-mining approach
    • Kusiak, A.,&Verma, A. (2011b). Prediction of status patterns of wind turbines: A data-mining approach. Journal of Solar Energy Engineering, 133(1), 1-10. doi:10.1115/1.4003188
    • (2011) Journal of Solar Energy Engineering , vol.133 , Issue.1 , pp. 1-10
    • Kusiak, A.1    Verma, A.2
  • 15
    • 84859059893 scopus 로고    scopus 로고
    • A data-mining approach to monitoring wind turbines
    • Kusiak, A., &Verma, A. (2012). A data-mining approach to monitoring wind turbines. Sustainable Energy, IEEE Transactions on, 3(1), 150-157. doi:10.1109/TSTE.2011.2163177
    • (2012) Sustainable Energy, IEEE Transactions on , vol.3 , Issue.1 , pp. 150-157
    • Kusiak, A.1    Verma, A.2
  • 16
    • 78650396613 scopus 로고    scopus 로고
    • Adaptive control of a wind turbine with data mining and swarm intelligence
    • Kusiak, A.,&Zhang, Z. (2011). Adaptive control of a wind turbine with data mining and swarm intelligence. Sustainable Energy, IEEE Transactions on, 2(1), 28-36. doi:10.1109/TSTE.2010.2072967
    • (2011) Sustainable Energy, IEEE Transactions on , vol.2 , Issue.1 , pp. 28-36
    • Kusiak, A.1    Zhang, Z.2
  • 18
    • 84886171269 scopus 로고    scopus 로고
    • IEEE Tutorial on Asset Management-Maintenance and Replacement Strategies presented at IEEE PES General Meeting, Tampa, FL
    • Li, W. (2007). Risk Based Asset Management-Applications at Transmission Companies. IEEE Tutorial on Asset Management-Maintenance and Replacement Strategies presented at IEEE PES General Meeting, Tampa, FL.
    • (2007) Risk Based Asset Management-Applications at Transmission Companies
    • Li, W.1
  • 20
    • 77953589830 scopus 로고    scopus 로고
    • Optimal selective maintenance strategy for multi-state systems under imperfect maintenance
    • Liu, Y., &Huang, H.Z. (2010). Optimal selective maintenance strategy for multi-state systems under imperfect maintenance. IEEE Transactions on Reliability, 59, 356-367. doi:10.1109/TR.2010.2046798
    • (2010) IEEE Transactions on Reliability , vol.59 , pp. 356-367
    • Liu, Y.1    Huang, H.Z.2
  • 21
    • 77954344179 scopus 로고    scopus 로고
    • Optimal preventive maintenance policy under fuzzy Bayesian reliability assessment environments
    • Liu, Y., Li, Y., Huang, H.Z., Zuo, M.J., &Sun, Z. (2010). Optimal preventive maintenance policy under fuzzy Bayesian reliability assessment environments. IIE Transactions, 42(10), 734-745. doi:10.1080/07408170903539611
    • (2010) IIE Transactions , vol.42 , Issue.10 , pp. 734-745
    • Liu, Y.1    Li, Y.2    Huang, H.Z.3    Zuo, M.J.4    Sun, Z.5
  • 22
    • 77955917931 scopus 로고    scopus 로고
    • A review of uncertainty in flight vehicle structural damage monitoring, diagnosis and control: Challenges and opportunities
    • Lopez, I., &Sarigul-Klijn, N. (2010). A review of uncertainty in flight vehicle structural damage monitoring, diagnosis and control: Challenges and opportunities. Progress in Aerospace Sciences, 46, 247-273. doi:10.1016/j.paerosci.2010.03.003
    • (2010) Progress in Aerospace Sciences , vol.46 , pp. 247-273
    • Lopez, I.1    Sarigul-Klijn, N.2
  • 25
    • 0342936104 scopus 로고    scopus 로고
    • Selective maintenance for support equipment involving multiple maintenance actions
    • Richard Cassady, C., Murdock Jr, P., &Pohl, E.A. (2001). Selective maintenance for support equipment involving multiple maintenance actions. European Journal of Operational Research, 129(2), 252-258. doi:10.1016/S0377-2217(00)00222-8
    • (2001) European Journal of Operational Research , vol.129 , Issue.2 , pp. 252-258
    • Richard, C.C.1    Murdock, P.2    Pohl, E.A.3
  • 26
    • 77950668356 scopus 로고    scopus 로고
    • Application of prognostic and health management technology on aircraft fuel system
    • Macau: University of Macau: IEEE
    • Shen, T., Wan, F., Cui, W., &Song, B. (2010). Application of prognostic and health management technology on aircraft fuel system. In 10th Prognostics and Health Management, IEEE Conference. Macau: University of Macau: IEEE. Retrieved from http://ieeexplore.ieee.org/ xpl/articleDetails.jsp?tp=&arnumber=5413340&url=http%3A%2F% 2Fieeexplore.ieee.org%2Fxpls%2Fabs-all.jsp%3Farnumber%3D5
    • (2010) 10th Prognostics and Health Management, IEEE Conference
    • Shen, T.1    Wan, F.2    Cui, W.3    Song, B.4
  • 27
    • 84884826836 scopus 로고    scopus 로고
    • Anticipatory network models of multicriteria decision-making processes
    • Skulimowski, A.M. (2014). Anticipatory network models of multicriteria decision-making processes. International Journal of Systems Science, 45(1), 39-59. doi:10.1080/00207721.2012.670308
    • (2014) International Journal of Systems Science , vol.45 , Issue.1 , pp. 39-59
    • Skulimowski, A.M.1
  • 28
    • 70350566708 scopus 로고    scopus 로고
    • Performance evaluation of multi-state degraded systems with minimal repairs and imperfect preventive maintenance
    • Soro, I.W., Nourelfath, M., &Ait-Kadi, D. (2010). Performance evaluation of multi-state degraded systems with minimal repairs and imperfect preventive maintenance. Reliability Engineering &System Safety, 95(2), 65-69. doi:10.1016/j.ress.2009.08.004
    • (2010) Reliability Engineering &System Safety , vol.95 , Issue.2 , pp. 65-69
    • Soro, I.W.1    Nourelfath, M.2    Ait-Kadi, D.3
  • 29
    • 34147152235 scopus 로고    scopus 로고
    • Providing decision support for the condition-based maintenance of circuit breakers through data mining of trip coil current signatures
    • Strachan, S.M., McArthur, S.D., Stephen, B., McDonald, J.R., &Campbell, A. (2007). Providing decision support for the condition-based maintenance of circuit breakers through data mining of trip coil current signatures. Power Delivery, IEEE Transactions on, 22(1), 178-186. doi:10.1109/TPWRD.2006.883001
    • (2007) Power Delivery, IEEE Transactions on , vol.22 , Issue.1 , pp. 178-186
    • Strachan, S.M.1    McArthur, S.D.2    Stephen, B.3    McDonald, J.R.4    Campbell, A.5
  • 30
    • 57749205586 scopus 로고    scopus 로고
    • Time-frequency analysis for efficient fault diagnosis and failure prognosis for interior permanent-magnet AC motors
    • Strangas, E.G., Aviyente, S., &Zaidi, S.S.H. (2008). Time-frequency analysis for efficient fault diagnosis and failure prognosis for interior permanent-magnet AC motors. Industrial Electronics, IEEE Transactions on, 55(12), 4191-4199. doi:10.1109/TIE.2008.2007529
    • (2008) Industrial Electronics, IEEE Transactions on , vol.55 , Issue.12 , pp. 4191-4199
    • Strangas, E.G.1    Aviyente, S.2    Zaidi, S.S.H.3
  • 31
    • 84863625209 scopus 로고    scopus 로고
    • A novel framework to link prognostics and health management and product C service systems using online simulation
    • Teixeira, E.L., Tjahjono, B., &Alfaro, S.C. (2012). A novel framework to link prognostics and health management and product C service systems using online simulation. Computers in Industry, 63, 669-679. doi:10.1016/j.compind.2012.03.004
    • (2012) Computers in Industry , vol.63 , pp. 669-679
    • Teixeira, E.L.1    Tjahjono, B.2    Alfaro, S.C.3
  • 32
    • 56849108509 scopus 로고    scopus 로고
    • Multi-state k-out-of-n systems and their performance evaluation
    • Tian, Z., Zuo, M.J., &Yam, R.C. (2008).Multi-state k-out-of-n systems and their performance evaluation. IIE Transactions, 41(1), 32-44.
    • (2008) IIE Transactions , vol.41 , Issue.1 , pp. 32-44
    • Tian, Z.1    Zuo, M.J.2    Yam, R.C.3
  • 33
    • 77951139898 scopus 로고    scopus 로고
    • A discrete particle swarm optimization method for feature selection in binary classification problems
    • Unler, A., &Murat, A. (2010). A discrete particle swarm optimization method for feature selection in binary classification problems. European Journal of Operational Research, 206(3), 528-539.
    • (2010) European Journal of Operational Research , vol.206 , Issue.3 , pp. 528-539
    • Unler, A.1    Murat, A.2
  • 34
    • 0037118559 scopus 로고    scopus 로고
    • A survey of maintenance policies of deteriorating systems
    • Wang, H. (2002). A survey of maintenance policies of deteriorating systems. European Journal of Operational Research, 139(3), 469-489. doi:10.1016/S0377-2217(01)00197-7
    • (2002) European Journal of Operational Research , vol.139 , Issue.3 , pp. 469-489
    • Wang, H.1
  • 35
    • 84857355189 scopus 로고    scopus 로고
    • A generic probabilistic framework for structural health prognostics and uncertainty management
    • Wang, P., Youn, B.D., &Hu, C. (2012). A generic probabilistic framework for structural health prognostics and uncertainty management. Mechanical Systems and Signal Processing, 28, 622-637. doi:10.1016/j.ymssp.2011.10.019
    • (2012) Mechanical Systems and Signal Processing , vol.28 , pp. 622-637
    • Wang, P.1    Youn, B.D.2    Hu, C.3
  • 36
    • 78049398621 scopus 로고    scopus 로고
    • Analysis of maintenance policies for finite life-cycle multi-state systems
    • Wu, J., Adam Ng, T.S., Xie, M., &Huang, H.Z. (2010). Analysis of maintenance policies for finite life-cycle multi-state systems. Computers &Industrial Engineering, 59(4), 638-646. doi:10.1016/j.cie.2010.07.013
    • (2010) Computers &Industrial Engineering , vol.59 , Issue.4 , pp. 638-646
    • Wu, J.1    Adam Ng, T.S.2    Xie, M.3    Huang, H.Z.4
  • 38
    • 84960173072 scopus 로고    scopus 로고
    • PHM-oriented sensor optimization selection based on multi-objective model for aircraft engines
    • Xu, J.,Wang, Y., &Xu, L. (2015). PHM-oriented sensor optimization selection based on multi-objective model for aircraft engines. Sensors Journal, IEEE, 15(9), 4836-4844. doi:10.1109/JSEN.2015.2430361
    • (2015) Sensors Journal, IEEE , vol.15 , Issue.9 , pp. 4836-4844
    • Xu, J.1    Wang, Y.2    Xu, L.3
  • 39
    • 84946473022 scopus 로고    scopus 로고
    • ISHM-oriented adaptive fault diagnostics for avionics based on a distributed intelligent agent system
    • Xu, J., Zhong, Z., &Xu, L. (2015). ISHM-oriented adaptive fault diagnostics for avionics based on a distributed intelligent agent system. International Journal of Systems Science, 46(13), 2287-2302. doi:10.1080/00207721.2014.971090
    • (2015) International Journal of Systems Science , vol.46 , Issue.13 , pp. 2287-2302
    • Xu, J.1    Zhong, Z.2    Xu, L.3
  • 40
    • 79959544993 scopus 로고    scopus 로고
    • Health management based on fusion prognostics for avionics systems
    • Xu, J.P., &Xu, L. (2011). Health management based on fusion prognostics for avionics systems. Systems Engineering and Electronics, 22, 428-436. doi:10.3969/j.issn.1004-4132.2011.03.010
    • (2011) Systems Engineering and Electronics , vol.22 , pp. 428-436
    • Xu, J.P.1    Xu, L.2
  • 42
    • 84893941582 scopus 로고    scopus 로고
    • Local pursuit strategy-inspired cooperative trajectory planning algorithm for a class of nonlinear constrained dynamical systems
    • Xu, Y., Remeikas, C., &Pham, K. (2014). Local pursuit strategy-inspired cooperative trajectory planning algorithm for a class of nonlinear constrained dynamical systems. International Journal of Control, 87(3), 506-523. doi:10.1080/00207179.2013.845911
    • (2014) International Journal of Control , vol.87 , Issue.3 , pp. 506-523
    • Xu, Y.1    Remeikas, C.2    Pham, K.3
  • 43
    • 84893901239 scopus 로고    scopus 로고
    • Minimum modelling retrospective cost adaptive control of uncertain Hammerstein systems using auxiliary nonlinearities
    • Yan, J., &Bernstein, D.S. (2014). Minimum modelling retrospective cost adaptive control of uncertain Hammerstein systems using auxiliary nonlinearities. International Journal of Control, 87(3), 483-505. doi:10.1080/00207179.2013.842264
    • (2014) International Journal of Control , vol.87 , Issue.3 , pp. 483-505
    • Yan, J.1    Bernstein, D.S.2
  • 44
    • 50849110479 scopus 로고    scopus 로고
    • A multi-agent fault detection system for wind turbine defect recognition and diagnosis
    • Lausanne: IEEE
    • Zaher, A.S., &McArthur, S.D.J. (2007). A multi-agent fault detection system for wind turbine defect recognition and diagnosis. Power Tech, 2007 IEEE Lausanne Conference (pp. 22-27). Lausanne: IEEE. Retrieved from http://ieeexplore.ieee.org/xpl/login.jsp?tp= &arnumber=4538286&url=http%3A%2F%2Fieeexplore.ieee.org% 2Fxpls%2Fabs-all.jsp%3Farnumber%3D4538286
    • (2007) Power Tech, 2007 IEEE Lausanne Conference , pp. 22-27
    • Zaher, A.S.1    McArthur, S.D.J.2
  • 45
    • 77958521420 scopus 로고    scopus 로고
    • Reliability evaluation of generalised multi-state k-out-of-n systems based on FMCI approach
    • Zhao, X., &Cui, L. (2010). Reliability evaluation of generalised multi-state k-out-of-n systems based on FMCI approach. International Journal of Systems Science, 41(12), 1437-1443.
    • (2010) International Journal of Systems Science , vol.41 , Issue.12 , pp. 1437-1443
    • Zhao, X.1    Cui, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.