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Volumn 23, Issue C, 2003, Pages 69-108

Robust soft sensor development using genetic programming

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EID: 77956785130     PISSN: 09223487     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S0922-3487(03)23003-3     Document Type: Review
Times cited : (16)

References (61)
  • 3
    • 39049131829 scopus 로고    scopus 로고
    • Use of artificial networks process analyzers: A case study
    • Bruges, Belgium, pp
    • Al-Duwaish, H., Ghouti, I., Halawani, T., Mohandes, M., 2002. Use of artificial networks process analyzers: a case study, Proceedings of ESANN'2002, Bruges, Belgium, pp. 465-470.
    • (2002) Proceedings of ESANN , pp. 465-470
    • Al-Duwaish, H.1    Ghouti, I.2    Halawani, T.3    Mohandes, M.4
  • 6
    • 0034741626 scopus 로고    scopus 로고
    • Development of inferential measurements using neural networks
    • Bhartia S., and Whitely J. Development of inferential measurements using neural networks. ISA Trans. 40 (2001) 307-323
    • (2001) ISA Trans. , vol.40 , pp. 307-323
    • Bhartia, S.1    Whitely, J.2
  • 7
    • 2142834125 scopus 로고    scopus 로고
    • Estimate product quality with ANNs
    • Brambilla A., and Trivella F. Estimate product quality with ANNs. Hydrocarbon Process 7 9 (1996) 61-66
    • (1996) Hydrocarbon Process , vol.7 , Issue.9 , pp. 61-66
    • Brambilla, A.1    Trivella, F.2
  • 9
    • 0029754258 scopus 로고    scopus 로고
    • Development of a soft sensor for particle size monitoring
    • Del Villar R., Thibault J., and Del Villar R. Development of a soft sensor for particle size monitoring. Miner Engng. 9 (1996) 55-72
    • (1996) Miner Engng. , vol.9 , pp. 55-72
    • Del Villar, R.1    Thibault, J.2    Del Villar, R.3
  • 10
    • 77956771333 scopus 로고    scopus 로고
    • DeltaV web site http://www.easydelta.com, 2003.
    • (2003) DeltaV web site
  • 13
    • 0029825012 scopus 로고    scopus 로고
    • On predictive emissions monitoring from a regulatory perspective
    • Eghneim G. On predictive emissions monitoring from a regulatory perspective. J. Air Waste Manag. Assoc. 46 (1996) 1086-1092
    • (1996) J. Air Waste Manag. Assoc. , vol.46 , pp. 1086-1092
    • Eghneim, G.1
  • 17
  • 20
    • 77956784344 scopus 로고    scopus 로고
    • Honeywell web site http://www.iac.honeywell.com, 2003.
    • (2003) Honeywell web site
  • 21
    • 0036685035 scopus 로고    scopus 로고
    • Development of a soft sensor for phosphorus in municipal wastewater
    • Jansson A., Rottorp J., and Rahmberg M. Development of a soft sensor for phosphorus in municipal wastewater. J. Chemom. 16 (2002) 542-547
    • (2002) J. Chemom. , vol.16 , pp. 542-547
    • Jansson, A.1    Rottorp, J.2    Rahmberg, M.3
  • 23
    • 0017972806 scopus 로고
    • Inferential control of processes. I: steady state analysis and design
    • Joseph B., and Brosilow B. Inferential control of processes. I: steady state analysis and design. AIChE J. 24 (1978) 485-496
    • (1978) AIChE J. , vol.24 , pp. 485-496
    • Joseph, B.1    Brosilow, B.2
  • 27
    • 0142223469 scopus 로고    scopus 로고
    • Soft sensor development using genetic programming
    • San Francisco, pp
    • Kordon, A., Smits, G., 2001. Soft sensor development using genetic programming, Proceedings of GECCO'2001, San Francisco, pp. 1346-1351.
    • (2001) Proceedings of GECCO , pp. 1346-1351
    • Kordon, A.1    Smits, G.2
  • 28
    • 84901411267 scopus 로고    scopus 로고
    • IEEE Press, Honolulu, HW pp. 896-901
    • Kordon A., Smits G., Jordaan E., and Rightor E. Robust soft sensors based on integration of genetic programming, analytical neural networks, and support vector machines. Proceedings of WCCI 2002 (2002), IEEE Press, Honolulu, HW pp. 896-901
    • (2002) Proceedings of WCCI 2002
    • Kordon, A.1    Smits, G.2    Jordaan, E.3    Rightor, E.4
  • 31
    • 0031191659 scopus 로고    scopus 로고
    • Consider soft sensors
    • Martin G. Consider soft sensors. Chem. Engng. Prog. 47 7 (1997) 66-70
    • (1997) Chem. Engng. Prog. , vol.47 , Issue.7 , pp. 66-70
    • Martin, G.1
  • 33
    • 77956769083 scopus 로고    scopus 로고
    • Personal communication
    • Massop, B., Hommersom, G., 1998. Personal communication.
    • (1998)
    • Massop, B.1    Hommersom, G.2
  • 35
    • 0030378485 scopus 로고    scopus 로고
    • The importance of automatic design techniques in implementing neural net intelligent sensors
    • Morrison S. The importance of automatic design techniques in implementing neural net intelligent sensors. Adv. Instrum. Control 51 (1996) 293-302
    • (1996) Adv. Instrum. Control , vol.51 , pp. 293-302
    • Morrison, S.1
  • 40
    • 0034648388 scopus 로고    scopus 로고
    • Multiple outlier detection for multivariate calibration using robust statistical techniques
    • Pell R. Multiple outlier detection for multivariate calibration using robust statistical techniques. Chemometr. Intell. Lab. Sys. 52 (2000) 87-104
    • (2000) Chemometr. Intell. Lab. Sys. , vol.52 , pp. 87-104
    • Pell, R.1
  • 41
  • 42
    • 0027675710 scopus 로고
    • Alternatives to neural networks for inferential measurement
    • Ponton J., and Klemes J. Alternatives to neural networks for inferential measurement. Computers Chem. Engng. 17 (1993) 991-1000
    • (1993) Computers Chem. Engng. , vol.17 , pp. 991-1000
    • Ponton, J.1    Klemes, J.2
  • 43
    • 77956748774 scopus 로고    scopus 로고
    • Academic Press, New York
    • Qin S. Neural networks for intelligent sensors and control-practical issues and some solutions. Neural Systems for Control (1996), Academic Press, New York
    • (1996) Neural Systems for Control
    • Qin, S.1
  • 44
    • 0031139929 scopus 로고    scopus 로고
    • Self-validating inferential sensors with application to air emission monitoring
    • Qin S., Yue H., and Dunia R. Self-validating inferential sensors with application to air emission monitoring. Ind. Engng. Chem. Res. 36 (1997) 1675-1685
    • (1997) Ind. Engng. Chem. Res. , vol.36 , pp. 1675-1685
    • Qin, S.1    Yue, H.2    Dunia, R.3
  • 45
    • 0037114379 scopus 로고    scopus 로고
    • Neural virtual sensor for the inferential prediction of product quality from process variables
    • Rallo R., Ferre-Gine J., Arenas A., and Giralt F. Neural virtual sensor for the inferential prediction of product quality from process variables. Computers Chem. Engng 26 (2002) 1735-1754
    • (2002) Computers Chem. Engng , vol.26 , pp. 1735-1754
    • Rallo, R.1    Ferre-Gine, J.2    Arenas, A.3    Giralt, F.4
  • 46
    • 0027803573 scopus 로고
    • Soft sensors for quality prediction in batch chemical pulping process
    • Chicago, pp
    • Rao, M., Corbin, J., Wang, Q., 1993. Soft sensors for quality prediction in batch chemical pulping process. IEEE Symposium on Intelligent Control, Chicago, pp. 150-155.
    • (1993) IEEE Symposium on Intelligent Control , pp. 150-155
    • Rao, M.1    Corbin, J.2    Wang, Q.3
  • 50
    • 0003565249 scopus 로고    scopus 로고
    • Sharkey A. (Ed), Springer, London
    • In: Sharkey A. (Ed). Combining Artificial Neural Nets (1999), Springer, London
    • (1999) Combining Artificial Neural Nets
  • 51
    • 77956759173 scopus 로고    scopus 로고
    • Siemens web site http://www.ad.siemens.de/sw-haus/apc, 2003.
    • (2003) Siemens web site
  • 52
    • 77956717959 scopus 로고    scopus 로고
    • Personal communication
    • Smits, G., 1997. Personal communication, 1997.
    • (1997)
    • Smits, G.1
  • 53
    • 0036086881 scopus 로고    scopus 로고
    • IEEE Press, Honolulu, HW pp. 2785-2790
    • Smits G., and Jordaan E. Using Mixtures of Polynomial and RBF Kernels for Support Vector Regression. Proceedings of WCCI'2002 (2002), IEEE Press, Honolulu, HW pp. 2785-2790
    • (2002) Proceedings of WCCI'2002
    • Smits, G.1    Jordaan, E.2
  • 54
    • 0036527625 scopus 로고    scopus 로고
    • Software sensor for on-line estimation of microbial activity in activated sludge system
    • Sotomayor O., Park S., and Garcia C. Software sensor for on-line estimation of microbial activity in activated sludge system. ISA Trans. 41 (2002) 127-143
    • (2002) ISA Trans. , vol.41 , pp. 127-143
    • Sotomayor, O.1    Park, S.2    Garcia, C.3
  • 55
    • 0002111519 scopus 로고
    • Soft sensors for process estimation and inferential control
    • Tham M., Morris A., Montague G., and Lant P. Soft sensors for process estimation and inferential control. J. Process Control 1 (1991) 3-14
    • (1991) J. Process Control , vol.1 , pp. 3-14
    • Tham, M.1    Morris, A.2    Montague, G.3    Lant, P.4
  • 57
    • 84984100048 scopus 로고
    • The use of secondary measurements to improve control
    • Weber R., and Brosilow C. The use of secondary measurements to improve control. AIChE J 18 (1972) 614-623
    • (1972) AIChE J , vol.18 , pp. 614-623
    • Weber, R.1    Brosilow, C.2
  • 58
    • 35048883904 scopus 로고
    • Solving process engineering problems using artificial neural networks
    • Mc Ghel, Grimble M., and Mowforth P. (Eds), Peter Peregrinus, London
    • Willis M., Montague G., Di Massimo C., Tham M., and Morris A. Solving process engineering problems using artificial neural networks. In: Mc Ghel, Grimble M., and Mowforth P. (Eds). Knowledge-Based Systems for Industrial Control (1992), Peter Peregrinus, London 123-142
    • (1992) Knowledge-Based Systems for Industrial Control , pp. 123-142
    • Willis, M.1    Montague, G.2    Di Massimo, C.3    Tham, M.4    Morris, A.5
  • 60
    • 0013544560 scopus 로고
    • Neural network-based estimators for a batch polymerization reactor
    • Helsingor, Denmark, pp
    • Zhang, J., Yang, X., Morris, A., Kiparassides, C., 1995. Neural network-based estimators for a batch polymerization reactor. Proceedings of DYCORD'95, Helsingor, Denmark, pp. 129-133.
    • (1995) Proceedings of DYCORD'95 , pp. 129-133
    • Zhang, J.1    Yang, X.2    Morris, A.3    Kiparassides, C.4
  • 61
    • 0001650974 scopus 로고    scopus 로고
    • Inferential estimation of polymer quality using stacked neural networks
    • Zhang J., Martin E., Morris A., and Kiparassides C. Inferential estimation of polymer quality using stacked neural networks. Computers Chem. Engng. 21 (1997) 1025-1030
    • (1997) Computers Chem. Engng. , vol.21 , pp. 1025-1030
    • Zhang, J.1    Martin, E.2    Morris, A.3    Kiparassides, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.