메뉴 건너뛰기




Volumn 14, Issue 6, 2015, Pages 604-621

A novel fault diagnosis technique for enhancing maintenance and reliability of rotating machines

Author keywords

composite spectra; condition based maintenance; data fusion; multiple foundations; multiple speeds; principal component analysis; Reliability

Indexed keywords

COST EFFECTIVENESS; DATA FUSION; FAILURE ANALYSIS; FOUNDATIONS; MAINTENANCE; PRINCIPAL COMPONENT ANALYSIS; RELIABILITY; RELIABILITY ANALYSIS; ROTATING MACHINERY; SPEED;

EID: 84948733371     PISSN: 14759217     EISSN: 17413168     Source Type: Journal    
DOI: 10.1177/1475921715604388     Document Type: Article
Times cited : (51)

References (72)
  • 1
    • 39649118629 scopus 로고    scopus 로고
    • Cracked rotors: industrial machine case histories and nonlinear effects shown by simple Jeffcott rotor
    • Y.Ishida. Cracked rotors: industrial machine case histories and nonlinear effects shown by simple Jeffcott rotor. Mech Syst Signal Pr2008; 22(4): 805–817.
    • (2008) Mech Syst Signal Pr , vol.22 , Issue.4 , pp. 805-817
    • Ishida, Y.1
  • 3
    • 0036565786 scopus 로고    scopus 로고
    • A condition-based maintenance policy for stochastically deteriorating systems
    • A.GrallC.BerenguerL.Dieulle. A condition-based maintenance policy for stochastically deteriorating systems. Reliab Eng Syst Safe2002; 76: 167–180.
    • (2002) Reliab Eng Syst Safe , vol.76 , pp. 167-180
    • Grall, A.1    Berenguer, C.2    Dieulle, L.3
  • 4
    • 54049121374 scopus 로고    scopus 로고
    • The environment, international standards, asset health management and condition monitoring: an integrated strategy
    • S.RoeD.Mba. The environment, international standards, asset health management and condition monitoring: an integrated strategy. Reliab Eng Syst Safe2009; 94: 474–478.
    • (2009) Reliab Eng Syst Safe , vol.94 , pp. 474-478
    • Roe, S.1    Mba, D.2
  • 5
    • 33646534620 scopus 로고    scopus 로고
    • A review on machinery diagnostics and prognostics implementing condition-based maintenance
    • A.K.S.JardineD.LinD.Banjevic. A review on machinery diagnostics and prognostics implementing condition-based maintenance. Mech Syst Signal Pr2006; 20: 1483–1510.
    • (2006) Mech Syst Signal Pr , vol.20 , pp. 1483-1510
    • Jardine, A.K.S.1    Lin, D.2    Banjevic, D.3
  • 6
    • 84887056149 scopus 로고    scopus 로고
    • Prognostics and health management design for machinery systems – reviews, methodology and applications
    • J.LeeF.WuW.Zhao. Prognostics and health management design for machinery systems – reviews, methodology and applications. Mech Syst Signal Pr2014; 42: 314–334.
    • (2014) Mech Syst Signal Pr , vol.42 , pp. 314-334
    • Lee, J.1    Wu, F.2    Zhao, W.3
  • 7
    • 58049190180 scopus 로고    scopus 로고
    • Rotating machinery prognostics: state of the art, challenges and opportunities
    • A.HengS.ZhangA.C.C.Tan. Rotating machinery prognostics: state of the art, challenges and opportunities. Mech Syst Signal Pr2009; 23: 724–739.
    • (2009) Mech Syst Signal Pr , vol.23 , pp. 724-739
    • Heng, A.1    Zhang, S.2    Tan, A.C.C.3
  • 8
    • 33746216902 scopus 로고    scopus 로고
    • Intelligent prognostics tools and e-maintenance
    • J.LeeJ.NiD.Djurdjanovic. Intelligent prognostics tools and e-maintenance. Comput Ind2006; 57: 476–489.
    • (2006) Comput Ind , vol.57 , pp. 476-489
    • Lee, J.1    Ni, J.2    Djurdjanovic, D.3
  • 9
    • 34247192026 scopus 로고    scopus 로고
    • Vibration based diagnosis of a centrifugal pump
    • J.K.SinhaA.R.Rao. Vibration based diagnosis of a centrifugal pump. Struct Health Monit2006; 5(4): 325–332.
    • (2006) Struct Health Monit , vol.5 , Issue.4 , pp. 325-332
    • Sinha, J.K.1    Rao, A.R.2
  • 10
    • 36549038649 scopus 로고    scopus 로고
    • Nonstationary vibration signal analysis of a hydroturbine based on adaptive chirplet decomposition
    • Z.FengF.Chu. Nonstationary vibration signal analysis of a hydroturbine based on adaptive chirplet decomposition. Struct Health Monit2007; 6(4): 265–279.
    • (2007) Struct Health Monit , vol.6 , Issue.4 , pp. 265-279
    • Feng, Z.1    Chu, F.2
  • 11
    • 84865741562 scopus 로고    scopus 로고
    • Gear fault detection under time-varying rotating speed via joint application of multiscale chirplet path pursuit and multiscale morphology analysis
    • J.LuoD.YuM.Liang. Gear fault detection under time-varying rotating speed via joint application of multiscale chirplet path pursuit and multiscale morphology analysis. Struct Health Monit2012; 11(5): 526–537.
    • (2012) Struct Health Monit , vol.11 , Issue.5 , pp. 526-537
    • Luo, J.1    Yu, D.2    Liang, M.3
  • 12
    • 58549094315 scopus 로고    scopus 로고
    • Modelling and simulation of normal and damage vibration signatures of idealized gears
    • U.K.Kaul. Modelling and simulation of normal and damage vibration signatures of idealized gears. Struct Health Monit2009; 8(1): 17–28.
    • (2009) Struct Health Monit , vol.8 , Issue.1 , pp. 17-28
    • Kaul, U.K.1
  • 13
    • 84875419423 scopus 로고    scopus 로고
    • Fault diagnosis in gearbox using adaptive wavelet filtering and shock response spectrum features extraction
    • S.HussainH.A.Gabbar. Fault diagnosis in gearbox using adaptive wavelet filtering and shock response spectrum features extraction. Struct Health Monit2013; 12(2): 169–180.
    • (2013) Struct Health Monit , vol.12 , Issue.2 , pp. 169-180
    • Hussain, S.1    Gabbar, H.A.2
  • 14
    • 0034188296 scopus 로고    scopus 로고
    • Effectiveness and sensitivity of vibration processing techniques for local fault detection in gears
    • G.DalpiazA.RivolaR.Rubini. Effectiveness and sensitivity of vibration processing techniques for local fault detection in gears. Mech Syst Signal Pr2000; 14: 387–412.
    • (2000) Mech Syst Signal Pr , vol.14 , pp. 387-412
    • Dalpiaz, G.1    Rivola, A.2    Rubini, R.3
  • 15
    • 54049112665 scopus 로고    scopus 로고
    • Vibration analysis diagnostics by continuous-time models: a case study
    • D.J.PedregalM.C.Carnero. Vibration analysis diagnostics by continuous-time models: a case study. Reliab Eng Syst Safe2009; 94: 244–253.
    • (2009) Reliab Eng Syst Safe , vol.94 , pp. 244-253
    • Pedregal, D.J.1    Carnero, M.C.2
  • 16
    • 0343240948 scopus 로고
    • Early detection of gear failure by vibration analysis, I: calculation of time-frequency distribution
    • W.J.WangP.D.McFadden. Early detection of gear failure by vibration analysis, I: calculation of time-frequency distribution. Mech Syst Signal Pr1993; 7: 193–203.
    • (1993) Mech Syst Signal Pr , vol.7 , pp. 193-203
    • Wang, W.J.1    McFadden, P.D.2
  • 17
    • 33646940030 scopus 로고
    • Rotating machinery faults diagnosis using Wigner distribution
    • Q.MengL.Qu. Rotating machinery faults diagnosis using Wigner distribution. Mech Syst Signal Pr1991; 5: 155–166.
    • (1991) Mech Syst Signal Pr , vol.5 , pp. 155-166
    • Meng, Q.1    Qu, L.2
  • 18
    • 33745207055 scopus 로고    scopus 로고
    • Application of full spectrum to rotating machinery diagnostics
    • P.GoldmanA.Muszynska. Application of full spectrum to rotating machinery diagnostics. Orbit1999; 20: 17–21.
    • (1999) Orbit , vol.20 , pp. 17-21
    • Goldman, P.1    Muszynska, A.2
  • 19
    • 0003845257 scopus 로고    scopus 로고
    • Higher order spectral techniques for machine vibration condition monitoring
    • I.M.Howard. Higher order spectral techniques for machine vibration condition monitoring. Proc IMechE, Part G: J Aerospace Engineering1997; 211(4): 211–219.
    • (1997) Proc IMechE, Part G: J Aerospace Engineering , vol.211 , Issue.4 , pp. 211-219
    • Howard, I.M.1
  • 20
    • 0032069175 scopus 로고    scopus 로고
    • Higher-order spectra: the bispectrum and trispectrum
    • W.B.CollisP.R.WhiteJ.K.Hammond. Higher-order spectra: the bispectrum and trispectrum. Mech Syst Signal Pr1998; 12(3): 375–394.
    • (1998) Mech Syst Signal Pr , vol.12 , Issue.3 , pp. 375-394
    • Collis, W.B.1    White, P.R.2    Hammond, J.K.3
  • 21
    • 0033354839 scopus 로고    scopus 로고
    • Bispectral and trispectral features for machine condition diagnosis
    • A.C.McCormickA.K.Nandi. Bispectral and trispectral features for machine condition diagnosis. IEEE P: Vis Image Sign1999; 146(5): 229–234.
    • (1999) IEEE P: Vis Image Sign , vol.146 , Issue.5 , pp. 229-234
    • McCormick, A.C.1    Nandi, A.K.2
  • 22
    • 36549061501 scopus 로고    scopus 로고
    • Higher order spectra for crack and misalignment identification in shaft of a rotating machine
    • J.K.Sinha. Higher order spectra for crack and misalignment identification in shaft of a rotating machine. Struct Health Monit2007; 6(4): 325–334.
    • (2007) Struct Health Monit , vol.6 , Issue.4 , pp. 325-334
    • Sinha, J.K.1
  • 23
    • 84904567776 scopus 로고    scopus 로고
    • Combined bispectrum and trispectrum for faults diagnosis in rotating machines
    • A.Yunusa-KaltungoJ.K.Sinha. Combined bispectrum and trispectrum for faults diagnosis in rotating machines. Proc IMechE, Part O: J Risk and Reliability2014; 228(4): 419–428.
    • (2014) Proc IMechE, Part O: J Risk and Reliability , vol.228 , Issue.4 , pp. 419-428
    • Yunusa-Kaltungo, A.1    Sinha, J.K.2
  • 25
    • 0032354319 scopus 로고    scopus 로고
    • Diagnosing spindle defects using 4-D holospectrum
    • Y.D.ChenR.Du. Diagnosing spindle defects using 4-D holospectrum. J Vib Control1998; 4: 717–732.
    • (1998) J Vib Control , vol.4 , pp. 717-732
    • Chen, Y.D.1    Du, R.2
  • 26
    • 4344707709 scopus 로고    scopus 로고
    • Proceedings of 14th international conference on digital signal processing (DSP 2002), Santorini: New York: IEEE,,. In:,, pp
    • N.T.Van der MerweA.J.Hoffman. A modified cepstrum analysis applied to vibrational signals. In: Proceedings of 14th international conference on digital signal processing (DSP 2002), vol. 2, Santorini, 1–3 July 2002, pp. 283–293. New York: IEEE.
    • A modified cepstrum analysis applied to vibrational signals , vol.2 , pp. 283-293
    • Van der Merwe, N.T.1    Hoffman, A.J.2
  • 27
    • 84875210101 scopus 로고    scopus 로고
    • Vibration-based condition monitoring of rotating machines using a composite spectrum
    • K.ElbhbahJ.K.Sinha. Vibration-based condition monitoring of rotating machines using a composite spectrum. J Sound Vib2013; 332(11): 2831–2845.
    • (2013) J Sound Vib , vol.332 , Issue.11 , pp. 2831-2845
    • Elbhbah, K.1    Sinha, J.K.2
  • 28
    • 84870240953 scopus 로고    scopus 로고
    • A future possibility of vibration-based condition monitoring of rotating machines
    • J.K.SinhaK.Elbhbah. A future possibility of vibration-based condition monitoring of rotating machines. Mech Syst Signal Pr2013; 34(1–2): 231–240.
    • (2013) Mech Syst Signal Pr , vol.34 , Issue.1 , pp. 231-240
    • Sinha, J.K.1    Elbhbah, K.2
  • 30
    • 28844494949 scopus 로고    scopus 로고
    • Past, present and future of nonlinear system identification in structural dynamics
    • G.KerschenK.WordenA.F.Vakakis. Past, present and future of nonlinear system identification in structural dynamics. Mech Syst Signal Pr2006; 20: 505–592.
    • (2006) Mech Syst Signal Pr , vol.20 , pp. 505-592
    • Kerschen, G.1    Worden, K.2    Vakakis, A.F.3
  • 31
    • 2142715263 scopus 로고    scopus 로고
    • Estimating unbalance and misalignment of a flexible rotating machine from a single run-down
    • J.K.SinhaA.W.LeesM.I.Friswell. Estimating unbalance and misalignment of a flexible rotating machine from a single run-down. J Sound Vib2004; 272: 967–989.
    • (2004) J Sound Vib , vol.272 , pp. 967-989
    • Sinha, J.K.1    Lees, A.W.2    Friswell, M.I.3
  • 32
    • 2442505690 scopus 로고    scopus 로고
    • Model-based identification of two cracks in a rotor system
    • A.S.Sekhar. Model-based identification of two cracks in a rotor system. Mech Syst Signal Pr2004; 18: 977–983.
    • (2004) Mech Syst Signal Pr , vol.18 , pp. 977-983
    • Sekhar, A.S.1
  • 33
    • 3843118040 scopus 로고    scopus 로고
    • Identification of a crack in a rotor system using a model-based wavelet approach
    • A.S.Sekhar. Identification of a crack in a rotor system using a model-based wavelet approach. Struct Health Monit2003; 2(4): 293–308.
    • (2003) Struct Health Monit , vol.2 , Issue.4 , pp. 293-308
    • Sekhar, A.S.1
  • 34
    • 33747027682 scopus 로고    scopus 로고
    • A model-based identification method of transverse cracks in rotating shafts suitable for industrial machines
    • P.PennacchiN.BachschmidA.Vania. A model-based identification method of transverse cracks in rotating shafts suitable for industrial machines. Mech Syst Signal Pr2006; 20: 2112–2147.
    • (2006) Mech Syst Signal Pr , vol.20 , pp. 2112-2147
    • Pennacchi, P.1    Bachschmid, N.2    Vania, A.3
  • 35
    • 0037862841 scopus 로고    scopus 로고
    • A comprehensive review for industrial applicability of artificial neural networks
    • M.R.G.MeirelesP.E.M.AlmeidaM.G.Simoes. A comprehensive review for industrial applicability of artificial neural networks. IEEE T Ind Electron2003; 50(3): 585–601.
    • (2003) IEEE T Ind Electron , vol.50 , Issue.3 , pp. 585-601
    • Meireles, M.R.G.1    Almeida, P.E.M.2    Simoes, M.G.3
  • 37
    • 0031142164 scopus 로고    scopus 로고
    • Real-time classification of rotating shaft loading conditions using artificial neural networks
    • A.C.McCormickA.K.Nandi. Real-time classification of rotating shaft loading conditions using artificial neural networks. IEEE T Neural Networ1997; 8: 748–756.
    • (1997) IEEE T Neural Networ , vol.8 , pp. 748-756
    • McCormick, A.C.1    Nandi, A.K.2
  • 38
    • 0942289503 scopus 로고    scopus 로고
    • Gear fault detection using artificial neural networks and support vector machines with generic algorithms
    • B.Samanta. Gear fault detection using artificial neural networks and support vector machines with generic algorithms. Mech Syst Signal Pr2004; 18(3): 625–644.
    • (2004) Mech Syst Signal Pr , vol.18 , Issue.3 , pp. 625-644
    • Samanta, B.1
  • 39
    • 33947246080 scopus 로고    scopus 로고
    • Faults diagnosis of rotating machinery based on auto-associative neural networks and wavelet transforms
    • J.SanzR.PereraC.Huerta. Faults diagnosis of rotating machinery based on auto-associative neural networks and wavelet transforms. J Sound Vib2007; 302(4): 981–999.
    • (2007) J Sound Vib , vol.302 , Issue.4 , pp. 981-999
    • Sanz, J.1    Perera, R.2    Huerta, C.3
  • 40
    • 33846850208 scopus 로고    scopus 로고
    • Intelligent condition monitoring of a gearbox using artificial neural network
    • J.RafieeF.ArvaniA.Harifi. Intelligent condition monitoring of a gearbox using artificial neural network. Mech Syst Signal Pr2007; 21(4): 1746–1754.
    • (2007) Mech Syst Signal Pr , vol.21 , Issue.4 , pp. 1746-1754
    • Rafiee, J.1    Arvani, F.2    Harifi, A.3
  • 41
    • 27644538436 scopus 로고    scopus 로고
    • On-line fan blade damage detection using neural networks
    • A.J.OberholsterP.S.Heyns. On-line fan blade damage detection using neural networks. Mech Syst Signal Pr2006; 20(1): 78–93.
    • (2006) Mech Syst Signal Pr , vol.20 , Issue.1 , pp. 78-93
    • Oberholster, A.J.1    Heyns, P.S.2
  • 42
    • 0037345899 scopus 로고    scopus 로고
    • Artificial neural network based fault diagnostics of rolling element bearings using time-domain features
    • B.SamantaK.R.Al-Balushi. Artificial neural network based fault diagnostics of rolling element bearings using time-domain features. Mech Syst Signal Pr2003; 17(2): 317–328.
    • (2003) Mech Syst Signal Pr , vol.17 , Issue.2 , pp. 317-328
    • Samanta, B.1    Al-Balushi, K.R.2
  • 43
    • 34249753618 scopus 로고
    • Support-vector networks
    • C.CortesV.Vapnik. Support-vector networks. Mach Learn1995; 20: 273–297.
    • (1995) Mach Learn , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.2
  • 44
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C.J.C.Burges. A tutorial on support vector machines for pattern recognition. Data Min Knowl Disc1998; 2: 121–167.
    • (1998) Data Min Knowl Disc , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 45
    • 31044444738 scopus 로고    scopus 로고
    • Support vector machines-based faults diagnosis for turbo-pump rotor
    • S.F.YuanF.L.Chu. Support vector machines-based faults diagnosis for turbo-pump rotor. Mech Syst Signal Pr2006; 20(4): 939–952.
    • (2006) Mech Syst Signal Pr , vol.20 , Issue.4 , pp. 939-952
    • Yuan, S.F.1    Chu, F.L.2
  • 46
    • 34047275789 scopus 로고    scopus 로고
    • Intelligent faults diagnosis of rolling element bearing based on SVMs and fractal dimension
    • J.YangY.ZhangY.Zhu. Intelligent faults diagnosis of rolling element bearing based on SVMs and fractal dimension. Mech Syst Signal Pr2007; 21: 2012–2024.
    • (2007) Mech Syst Signal Pr , vol.21 , pp. 2012-2024
    • Yang, J.1    Zhang, Y.2    Zhu, Y.3
  • 47
    • 22344448898 scopus 로고    scopus 로고
    • Cavitation detection of butterfly valve using support vector machines
    • B.S.YangW.W.HwangM.H.Ko. Cavitation detection of butterfly valve using support vector machines. J Sound Vib2005; 287(1): 25–43.
    • (2005) J Sound Vib , vol.287 , Issue.1 , pp. 25-43
    • Yang, B.S.1    Hwang, W.W.2    Ko, M.H.3
  • 48
    • 52149119162 scopus 로고    scopus 로고
    • A neuro-fuzzy technique for fault diagnosis and its application to rotating machinery
    • E.ZioG.Gola. A neuro-fuzzy technique for fault diagnosis and its application to rotating machinery. Reliab Eng Syst Safe2009; 94: 78–88.
    • (2009) Reliab Eng Syst Safe , vol.94 , pp. 78-88
    • Zio, E.1    Gola, G.2
  • 49
    • 10244259183 scopus 로고    scopus 로고
    • PCA-based feature selection scheme for machine defect classification
    • A.MahliR.X.Gao. PCA-based feature selection scheme for machine defect classification. IEEE T Instrum Meas2004; 53(6): 1517–1525.
    • (2004) IEEE T Instrum Meas , vol.53 , Issue.6 , pp. 1517-1525
    • Mahli, A.1    Gao, R.X.2
  • 50
    • 84900311061 scopus 로고    scopus 로고
    • Combined vibration and thermal analysis for the condition monitoring of rotating machinery
    • A.D.NembhardJ.K.SinhaA.J.Pinkerton. Combined vibration and thermal analysis for the condition monitoring of rotating machinery. Struct Health Monit2014; 13(3): 281–295.
    • (2014) Struct Health Monit , vol.13 , Issue.3 , pp. 281-295
    • Nembhard, A.D.1    Sinha, J.K.2    Pinkerton, A.J.3
  • 53
    • 0038678515 scopus 로고    scopus 로고
    • Feature extraction and classification of gear faults using principal component analysis
    • W.LiT.ShiG.Liao. Feature extraction and classification of gear faults using principal component analysis. J Qual Mainten Eng2003; 9(2): 132–143.
    • (2003) J Qual Mainten Eng , vol.9 , Issue.2 , pp. 132-143
    • Li, W.1    Shi, T.2    Liao, G.3
  • 54
    • 80052072876 scopus 로고    scopus 로고
    • PCA algorithm for detection, localisation and evolution of damages in gearbox bearings
    • M.PirraE.GandinoA.Torri. PCA algorithm for detection, localisation and evolution of damages in gearbox bearings. J Phys Conf Ser2011; 305(1): 012019.
    • (2011) J Phys Conf Ser , vol.305 , Issue.1 , pp. 012019
    • Pirra, M.1    Gandino, E.2    Torri, A.3
  • 55
    • 0036070603 scopus 로고    scopus 로고
    • Detection of incipient gear failures using statistical techniques
    • N.BaydarA.BallB.Payne. Detection of incipient gear failures using statistical techniques. IMA J Manag Math2002; 13(1): 71–79.
    • (2002) IMA J Manag Math , vol.13 , Issue.1 , pp. 71-79
    • Baydar, N.1    Ball, A.2    Payne, B.3
  • 56
    • 84907833961 scopus 로고    scopus 로고
    • An improved data fusion technique for faults diagnosis in rotating machines
    • A.Yunusa-KaltungoJ.K.Sinha. An improved data fusion technique for faults diagnosis in rotating machines. Measurement2014; 58: 27–32.
    • (2014) Measurement , vol.58 , pp. 27-32
    • Yunusa-Kaltungo, A.1    Sinha, J.K.2
  • 57
    • 29144465053 scopus 로고    scopus 로고
    • Coherence measurement for early contact detection between two components
    • B.C.B.N.SuryamK.K.MeherJ.K.Sinha. Coherence measurement for early contact detection between two components. J Sound Vib2006; 290(1–2): 519–523.
    • (2006) J Sound Vib , vol.290 , Issue.1-2 , pp. 519-523
    • Suryam, B.C.B.N.1    Meher, K.K.2    Sinha, J.K.3
  • 58
    • 84927594755 scopus 로고    scopus 로고
    • Proceedings of the 10th international conference on vibration engineering technology of machinery, Manchester:,. In:,, pp.,. New York: Springer International Publishing
    • A.Yunusa-KaltungoJ.K.Sinha. Coherent composite HOS analysis of rotating machines with different support flexibilities. In: Proceedings of the 10th international conference on vibration engineering technology of machinery, Manchester, 9–11 September 2014, pp. 145–153. New York: Springer International Publishing.
    • Coherent composite HOS analysis of rotating machines with different support flexibilities , pp. 145-153
    • Yunusa-Kaltungo, A.1    Sinha, J.K.2
  • 59
    • 84927154803 scopus 로고    scopus 로고
    • Use of composite higher order spectra for faults diagnosis of rotating machines with different foundation flexibilities
    • A.Yunusa-KaltungoJ.K.SinhaA.D.Nembhard. Use of composite higher order spectra for faults diagnosis of rotating machines with different foundation flexibilities. Measurement2015; 70: 47–61.
    • (2015) Measurement , vol.70 , pp. 47-61
    • Yunusa-Kaltungo, A.1    Sinha, J.K.2    Nembhard, A.D.3
  • 60
    • 79953286182 scopus 로고    scopus 로고
    • Fault detection and diagnosis of a gearbox in marine propulsion systems using bispectrum analysis and artificial neural networks
    • Z.LiX.YanC.Yuan. Fault detection and diagnosis of a gearbox in marine propulsion systems using bispectrum analysis and artificial neural networks. J Mar Sci Appl2011; 10: 17–24.
    • (2011) J Mar Sci Appl , vol.10 , pp. 17-24
    • Li, Z.1    Yan, X.2    Yuan, C.3
  • 61
    • 58149321997 scopus 로고
    • The interpretation of the bispectra of vibration signals, 1: theory
    • J.W.A.FackrellP.R.WhiteJ.K.Hammond. The interpretation of the bispectra of vibration signals, 1: theory. Mech Syst Signal Pr1995; 9(3): 257–266.
    • (1995) Mech Syst Signal Pr , vol.9 , Issue.3 , pp. 257-266
    • Fackrell, J.W.A.1    White, P.R.2    Hammond, J.K.3
  • 62
    • 0000885066 scopus 로고
    • The interpretation of the bispectra of vibration signals, II: experimental results and applications
    • J.W.A.FackrellP.R.WhiteJ.K.Hammond. The interpretation of the bispectra of vibration signals, II: experimental results and applications. Mech Syst Signal Pr1995; 9(3): 267–274.
    • (1995) Mech Syst Signal Pr , vol.9 , Issue.3 , pp. 267-274
    • Fackrell, J.W.A.1    White, P.R.2    Hammond, J.K.3
  • 63
    • 58149421595 scopus 로고
    • Analysis of a complex statistical variables into principal components
    • H.Hotelling. Analysis of a complex statistical variables into principal components. Journal of Educational Psychology1933; 24(6): 417–441.
    • (1933) Journal of Educational Psychology , vol.24 , Issue.6 , pp. 417-441
    • Hotelling, H.1
  • 65
    • 0031108455 scopus 로고    scopus 로고
    • Proceedings of the IEEE colloquium on faults diagnosis in process systems, London: New York: IEEE,,. In:,, pp
    • D.J.H.WilsonG.W.IrwinG.Lightbody. Neural networks and multivariate SPC. In: Proceedings of the IEEE colloquium on faults diagnosis in process systems, London, 21 April 1997, pp. 5/1–5/5. New York: IEEE.
    • Neural networks and multivariate SPC , pp. 5/1-5/5
    • Wilson, D.J.H.1    Irwin, G.W.2    Lightbody, G.3
  • 66
    • 0000588327 scopus 로고    scopus 로고
    • Non-linear principal components analysis for process fault detection
    • F.JiaE.B.MartinA.J.Morris. Non-linear principal components analysis for process fault detection. Comput Chem Eng1998; 22: 5851–5854.
    • (1998) Comput Chem Eng , vol.22 , pp. 5851-5854
    • Jia, F.1    Martin, E.B.2    Morris, A.J.3
  • 67
    • 0033313512 scopus 로고    scopus 로고
    • Proceedings of the IEEE conference publication on artificial neural network, Edinburgh: New York: IEEE,,. In:,, pp
    • S.GoodmanA.Hunter. Feature extraction algorithms for pattern classification. In: Proceedings of the IEEE conference publication on artificial neural network, Edinburgh, 7–10 September 1999, pp. 738–742. New York: IEEE.
    • Feature extraction algorithms for pattern classification , pp. 738-742
    • Goodman, S.1    Hunter, A.2
  • 68
    • 0026108818 scopus 로고
    • Multivariate statistical monitoring of process operating performance
    • J.V.KrestaJ.F.McGregorT.E.Marlin. Multivariate statistical monitoring of process operating performance. Can J Chem Eng1991; 69(1): 35–47.
    • (1991) Can J Chem Eng , vol.69 , Issue.1 , pp. 35-47
    • Kresta, J.V.1    McGregor, J.F.2    Marlin, T.E.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.