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Volumn 49, Issue 1, 2000, Pages 100-107

Instrument fault detection and isolation: State of the art and new research trends

Author keywords

[No Author keywords available]

Indexed keywords

ERROR DETECTION; EXPERT SYSTEMS; NEURAL NETWORKS; REDUNDANCY; SENSORS;

EID: 0033736574     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/19.836318     Document Type: Article
Times cited : (112)

References (48)
  • 1
    • 0026169341 scopus 로고
    • Intelligent failure-tolerant control
    • June
    • R. F. Stengel, "Intelligent failure-tolerant control," IEEE Control Syst., vol. 11, no. 4, pp. 14-23, June 1991.
    • (1991) IEEE Control Syst. , vol.11 , Issue.4 , pp. 14-23
    • Stengel, R.F.1
  • 3
    • 0004681922 scopus 로고
    • Fault source detection and isolation in automatic measurement stations
    • Beijing, China, Sept.
    • G. Betta, A. Pietrosanto, and N. Polese, "Fault source detection and isolation in automatic measurement stations," in Proc. XII IMEKO World Congr, Beijing, China, Sept. 1991, pp. 1377-1382.
    • (1991) Proc. XII IMEKO World Congr , pp. 1377-1382
    • Betta, G.1    Pietrosanto, A.2    Polese, N.3
  • 4
    • 0029516027 scopus 로고
    • A knowledge-based approach to instrument fault detection and isolation
    • Dec.
    • G. Betta, M. D'Apuzzo, and A. Pietrosanto, "A knowledge-based approach to instrument fault detection and isolation," IEEE Trans. Instrum. Meas., vol. 44, pp. 1009-1016, Dec. 1995.
    • (1995) IEEE Trans. Instrum. Meas. , vol.44 , pp. 1009-1016
    • Betta, G.1    D'Apuzzo, M.2    Pietrosanto, A.3
  • 5
    • 0004720629 scopus 로고    scopus 로고
    • Expert systems for the detection and isolation of faults on low-accuracy sensor systems
    • Niagara Falls, Ont., Canada, May
    • G. Betta, M. Dell'Isola, C. Liguori, and A. Pietrosanto, "Expert systems for the detection and isolation of faults on low-accuracy sensor systems," in Proc. IEEE Workshop ET&VS-IM/97, Niagara Falls, Ont., Canada, May 1997, pp. 39-48.
    • (1997) Proc. IEEE Workshop ET&VS-IM/97 , pp. 39-48
    • Betta, G.1    Dell'Isola, M.2    Liguori, C.3    Pietrosanto, A.4
  • 6
    • 0029327086 scopus 로고
    • A neural network approach to instrument fault detection and isolation
    • June
    • A. Bernieri, G. Betta, A. Pietrosanto, and C. Sansone, "A neural network approach to instrument fault detection and isolation," IEEE Trans. Instrum. Meas., vol. 44, pp. 747-750, June 1995.
    • (1995) IEEE Trans. Instrum. Meas. , vol.44 , pp. 747-750
    • Bernieri, A.1    Betta, G.2    Pietrosanto, A.3    Sansone, C.4
  • 7
    • 0029706318 scopus 로고    scopus 로고
    • The use of genetic algorithms for advanced instrument fault detection and isolation schemes
    • Brussels, Belgium, June
    • G. Betta, C. Liguori, and A. Pietrosanto, "The use of genetic algorithms for advanced instrument fault detection and isolation schemes," in Proc. XIII IEEE IMTC/96, Brussels, Belgium, June 1996, pp. 1129-1134.
    • (1996) Proc. XIII IEEE IMTC/96 , pp. 1129-1134
    • Betta, G.1    Liguori, C.2    Pietrosanto, A.3
  • 8
    • 0004688712 scopus 로고    scopus 로고
    • An artificial intelligence-based instrument fault detection and isolation scheme for air conditioning systems
    • Tampere, Finland, June
    • G. Betta, M. Dell'Isola, C. Liguori, and A. Pietrosanto, "An artificial intelligence-based instrument fault detection and isolation scheme for air conditioning systems," in Proc. XIV IMEKO World Congr., vol. VII, Tampere, Finland, June 1997, pp. 88-95.
    • (1997) Proc. XIV IMEKO World Congr. , vol.7 , pp. 88-95
    • Betta, G.1    Dell'Isola, M.2    Liguori, C.3    Pietrosanto, A.4
  • 9
    • 0004654772 scopus 로고    scopus 로고
    • Using fuzzy logic and genetic algorithms for the design of hybrid soft controllers with instrument fault detection and isolation capability
    • Budapest, Hungary, Sept.
    • G. Boccignone, M. De Santo, C. Liguori, and A. Pietrosanto, "Using fuzzy logic and genetic algorithms for the design of hybrid soft controllers with instrument fault detection and isolation capability," in Proc. VIII IMEKO TC-4, Budapest, Hungary, Sept. 1996, pp. 334-337.
    • (1996) Proc. VIII IMEKO TC-4 , pp. 334-337
    • Boccignone, G.1    De Santo, M.2    Liguori, C.3    Pietrosanto, A.4
  • 10
    • 0032180715 scopus 로고    scopus 로고
    • Comparison between IFDI schemes based on expert systems and neural networks
    • Oct.
    • G. Betta, C. Liguori, and A. Pietrosanto, "Comparison between IFDI schemes based on expert systems and neural networks," IEEE Trans. Instrum. Meas., vol. 47, pp. 1106-1111, Oct. 1998.
    • (1998) IEEE Trans. Instrum. Meas. , vol.47 , pp. 1106-1111
    • Betta, G.1    Liguori, C.2    Pietrosanto, A.3
  • 11
    • 0037683455 scopus 로고    scopus 로고
    • Instrument fault detection and accommodation in automatic measurement stations
    • Osaka, Japan, June
    • _, "Instrument fault detection and accommodation in automatic measurement stations," in Proc. XV IMEKO World Congr., vol. VIII, Osaka, Japan, June 1999, pp. 21-26.
    • (1999) Proc. XV IMEKO World Congr. , vol.8 , pp. 21-26
  • 12
    • 0023347370 scopus 로고
    • Strategies for diagnosis
    • May/June
    • R. Milne, "Strategies for diagnosis," IEEE Trans. Syst., Man, Cybern., vol. SMC-17, pp. 333-339, May/June 1987.
    • (1987) IEEE Trans. Syst., Man, Cybern. , vol.SMC-17 , pp. 333-339
    • Milne, R.1
  • 13
    • 0021468997 scopus 로고
    • Process fault detection based on modeling and estimation methods - A survey
    • R. Isermann, "Process fault detection based on modeling and estimation methods - A survey," Automatica, vol. 20, no. 4, pp. 387-404, 1984.
    • (1984) Automatica , vol.20 , Issue.4 , pp. 387-404
    • Isermann, R.1
  • 15
    • 84984152229 scopus 로고
    • Detection of gross errors in process data
    • R. S. H. Mah and A. C. Tamhane, "Detection of gross errors in process data," AIChE J., vol. 28, no. 5, pp. 828-830, 1982.
    • (1982) AIChE J. , vol.28 , Issue.5 , pp. 828-830
    • Mah, R.S.H.1    Tamhane, A.C.2
  • 16
    • 0022785470 scopus 로고
    • A composite statistical test for detecting change of steady states
    • S. Narasimhan, R. S. H. Mah, A. C. Tamhane, J. W. Woodward, and J. C. Hale, "A composite statistical test for detecting change of steady states," AIChE J., vol. 32, no. 9, pp. 1409-1418, 1986.
    • (1986) AIChE J. , vol.32 , Issue.9 , pp. 1409-1418
    • Narasimhan, S.1    Mah, R.S.H.2    Tamhane, A.C.3    Woodward, J.W.4    Hale, J.C.5
  • 18
    • 0017572350 scopus 로고
    • Redundancy management of digital fly-by-wire systems
    • San Francisco, CA, June
    • T. F. Westermeier, "Redundancy management of digital fly-by-wire systems," in Proc. 1977 Joint Auto. Control Conf., San Francisco, CA, June 1977, pp. 272-277.
    • (1977) Proc. 1977 Joint Auto. Control Conf. , pp. 272-277
    • Westermeier, T.F.1
  • 19
    • 0030785195 scopus 로고    scopus 로고
    • Detection isolation and identification of sensor faults in nuclear power plants
    • R. Dorr, F. Kratz, J. Ragot, F. Loisy, and J. L. Germain, "Detection isolation and identification of sensor faults in nuclear power plants," IEEE Trans. Contr. Syst. Technol., vol. 5, no. 1, pp. 42-60, 1997.
    • (1997) IEEE Trans. Contr. Syst. Technol. , vol.5 , Issue.1 , pp. 42-60
    • Dorr, R.1    Kratz, F.2    Ragot, J.3    Loisy, F.4    Germain, J.L.5
  • 21
    • 0025645536 scopus 로고
    • An integrated signal validation system for nuclea power plants
    • K. E. Holbert and B. R. Upadhyaya, "An integrated signal validation system for nuclea power plants," Nucl. Technol., vol. 92, no. 3, pp. 411-427, 1990.
    • (1990) Nucl. Technol. , vol.92 , Issue.3 , pp. 411-427
    • Holbert, K.E.1    Upadhyaya, B.R.2
  • 23
    • 0027875853 scopus 로고
    • Integrated fault detection and diagnosis
    • Le Touquet, France, Oct.
    • R. Isermann and M. Ulieru, "Integrated fault detection and diagnosis," in Proc. IEEE Systems Man. and Cybern. Conf., Le Touquet, France, Oct. 1993, pp. 743-748.
    • (1993) Proc. IEEE Systems Man. and Cybern. Conf. , pp. 743-748
    • Isermann, R.1    Ulieru, M.2
  • 25
    • 33749896221 scopus 로고
    • Uncertainty fusion of sensory information using fuzzy numbers
    • Seoul, Korea
    • _, "Uncertainty fusion of sensory information using fuzzy numbers," in Proc. VIFSA World Congress, Seoul, Korea, 1993.
    • (1993) Proc. VIFSA World Congress
  • 26
    • 18244413238 scopus 로고
    • Thresholdless redundancy management with arrays of skewed instruments
    • Agardograph
    • I. E. Potter and M. C. Sunman, "Thresholdless redundancy management with arrays of skewed instruments," Integrity in Electronic Flight Control Systems, vol. Agardograph 224, no. 15, pp. 11-25, 1977.
    • (1977) Integrity in Electronic Flight Control Systems , vol.224 , Issue.15 , pp. 11-25
    • Potter, I.E.1    Sunman, M.C.2
  • 27
    • 0021455782 scopus 로고
    • Analytical redundancy and the design of robust failure detection systems
    • E. Y. Chow and A. S. Wilsky, "Analytical redundancy and the design of robust failure detection systems," IEEE Trans. Automat. Contr., vol. AC-29, pp. 603-614, 1984.
    • (1984) IEEE Trans. Automat. Contr. , vol.AC-29 , pp. 603-614
    • Chow, E.Y.1    Wilsky, A.S.2
  • 28
    • 0022723452 scopus 로고
    • Optimally robust redundancy relations for failure detection in uncertain systems
    • X. C. Lou, A. S. Willsky, and G. L. Verghese, "Optimally robust redundancy relations for failure detection in uncertain systems," Automatica, vol. 22, pp. 333-344, 1986.
    • (1986) Automatica , vol.22 , pp. 333-344
    • Lou, X.C.1    Willsky, A.S.2    Verghese, G.L.3
  • 29
    • 3943063702 scopus 로고
    • Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy - A survey and some new results
    • P. M. Frank, "Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy - A survey and some new results," Automatica, vol. 22, pp. 333-344, 1986.
    • (1986) Automatica , vol.22 , pp. 333-344
    • Frank, P.M.1
  • 30
    • 0028409920 scopus 로고
    • Sensor value validation based on systematic exploration of the sensor redundancy for fault diagnosis KBS
    • S. C. Lee, "Sensor value validation based on systematic exploration of the sensor redundancy for fault diagnosis KBS," IEEE Trans. Syst., Man, Cybern., vol. 24, pp. 594-605, 1994.
    • (1994) IEEE Trans. Syst., Man, Cybern. , vol.24 , pp. 594-605
    • Lee, S.C.1
  • 31
    • 0028462538 scopus 로고
    • Utilization of the sensor relationships in space power distribution system operations
    • _, "Utilization of the sensor relationships in space power distribution system operations," IEEE Trans. Power Delivery, vol. 9, no. 3, pp. 1267-1275, 1994.
    • (1994) IEEE Trans. Power Delivery , vol.9 , Issue.3 , pp. 1267-1275
  • 33
  • 34
    • 0017972731 scopus 로고
    • Instrument fault detection
    • R. N. Clark, "Instrument fault detection," IEEE Trans. Aerosp. Electron. Syst., vol. AES-14, no. 3, pp. 456-465, 1978.
    • (1978) IEEE Trans. Aerosp. Electron. Syst. , vol.AES-14 , Issue.3 , pp. 456-465
    • Clark, R.N.1
  • 35
    • 0017994899 scopus 로고
    • A simplified instrument failure scheme
    • R. N. Clark, "A simplified instrument failure scheme," IEEE Trans. Aerosp. Electron. Syst., vol. AES-14, no. 4, pp. 558-563, 1978.
    • (1978) IEEE Trans. Aerosp. Electron. Syst. , vol.AES-14 , Issue.4 , pp. 558-563
    • Clark, R.N.1
  • 36
    • 0019038474 scopus 로고
    • Sensitivity discriminating observer design for instrument failure detection
    • P. M. Frank and L. Keller, "Sensitivity discriminating observer design for instrument failure detection," IEEE Trans. Aerosp. Electron. Syst., vol. AES-16, no. 4, pp. 456-465, 1980.
    • (1980) IEEE Trans. Aerosp. Electron. Syst. , vol.AES-16 , Issue.4 , pp. 456-465
    • Frank, P.M.1    Keller, L.2
  • 37
    • 0028756361 scopus 로고
    • Detecting incipient sensor faults in flight control systems
    • Glasgow, U.K., Aug.
    • J. Chen, R. J. Patton, and J. P. Liu, "Detecting incipient sensor faults in flight control systems," in Proc. Third IEEE Conf. Control Applications, Glasgow, U.K., Aug. 1994, pp. 871-876.
    • (1994) Proc. Third IEEE Conf. Control Applications , pp. 871-876
    • Chen, J.1    Patton, R.J.2    Liu, J.P.3
  • 38
    • 0029535910 scopus 로고
    • Model-based methods for fault diagnostic: Some guide-lines
    • R. J. Patton, J. Chen, and S. B. Nielsen, "Model-based methods for fault diagnostic: Some guide-lines," Trans. Instrum. Meas. Contr., vol. 17, no. 2, pp. 73-83, 1995.
    • (1995) Trans. Instrum. Meas. Contr. , vol.17 , Issue.2 , pp. 73-83
    • Patton, R.J.1    Chen, J.2    Nielsen, S.B.3
  • 39
    • 0020092248 scopus 로고
    • Instrument fault detection in systems with uncertainties
    • K. Watanabe and D. M. Hiammelblau, "Instrument fault detection in systems with uncertainties," Int. J. Syst. Sci., vol. 13, no. 2, pp. 73-83, 1982.
    • (1982) Int. J. Syst. Sci. , vol.13 , Issue.2 , pp. 73-83
    • Watanabe, K.1    Hiammelblau, D.M.2
  • 40
    • 0028732122 scopus 로고
    • Diagnosis of instrument fault
    • Hamamatsu, Japan
    • K. Watanabe, A. Komori, and T. Kiyama, "Diagnosis of instrument fault," in Proc. IEEE IMTC'94, Hamamatsu, Japan, 1994, pp. 386-389.
    • (1994) Proc. IEEE IMTC'94 , pp. 386-389
    • Watanabe, K.1    Komori, A.2    Kiyama, T.3
  • 41
    • 84990617553 scopus 로고
    • Construction of beliefs and decision networks
    • J. Breese, "Construction of beliefs and decision networks," Comput. Intell., vol. 8, no. 4, pp. 624-647, 1992.
    • (1992) Comput. Intell. , vol.8 , Issue.4 , pp. 624-647
    • Breese, J.1
  • 42
    • 0025401005 scopus 로고
    • The computational complexity of probabilistic inference using bayesian belief networks
    • G. Cooper, "The computational complexity of probabilistic inference using bayesian belief networks," Artif. Intell., vol. 42, pp. 393-405, 1990.
    • (1990) Artif. Intell. , vol.42 , pp. 393-405
    • Cooper, G.1
  • 43
    • 0027560587 scopus 로고
    • Approximating probabilistic inference in belief networks in NP-hard
    • P. Dagum and M. Luby, "Approximating probabilistic inference in belief networks in NP-hard," Artif. Intell., vol. 48, pp. 141-153, 1993.
    • (1993) Artif. Intell. , vol.48 , pp. 141-153
    • Dagum, P.1    Luby, M.2
  • 44
  • 45
    • 0028546145 scopus 로고
    • Dynamic belief networks for discrete monitoring
    • Nov.
    • A. E. Nicholson and J. M. Brady, "Dynamic belief networks for discrete monitoring," IEEE Trans. Syst., Man, Cybern., vol. 24, pp. 1593-1610, Nov. 1994.
    • (1994) IEEE Trans. Syst., Man, Cybern. , vol.24 , pp. 1593-1610
    • Nicholson, A.E.1    Brady, J.M.2
  • 47
    • 0029532634 scopus 로고
    • Fault detection and isolation in technical processes with neural networks
    • New Orleans, LA
    • B. Koppen-Seliger and P. M. Frank, "Fault detection and isolation in technical processes with neural networks," in Proc. 34th IEEE Conf. Decision and Control, New Orleans, LA, 1995, pp. 2414-2419.
    • (1995) Proc. 34th IEEE Conf. Decision and Control , pp. 2414-2419
    • Koppen-Seliger, B.1    Frank, P.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.