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Volumn 20, Issue 1, 2010, Pages 75-86

A new neural observer for an anaerobic bioreactor

Author keywords

Anaerobic digestion; Extended Kalman filter; Recurrent high order neural observer

Indexed keywords

ACTIVATION FUNCTIONS; ANAEROBIC BIOREACTORS; ANAEROBIC PROCESS; COMPLETELY STIRRED TANK REACTORS; CONTROL PURPOSE; HIGH ORDER; HYPERBOLIC TANGENT; INORGANIC CARBON; METHANOGENESIS; NEURAL OBSERVER; RECURRENT HIGH-ORDER NEURAL NETWORKS;

EID: 77951531733     PISSN: 01290657     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0129065710002267     Document Type: Article
Times cited : (15)

References (45)
  • 3
    • 0032818074 scopus 로고    scopus 로고
    • Control of fermenters
    • Springer-Verlag
    • K. Yamuna Rani and V. S. Ramachandra Rao, Control of fermenters, Bioprocess Engineering, Springer-Verlag 21 (1999) 77-78.
    • (1999) Bioprocess Engineering , vol.21 , pp. 77-78
    • Rani, K.Y.1    Rao, V.S.R.2
  • 4
    • 0035110292 scopus 로고    scopus 로고
    • New perspectives in anaerobic digestion
    • IWA Publishing
    • J. B. Van Lier et al., New perspectives in anaerobic digestion, Water Science and Technology, IWA Publishing 43 (1) (2001) 1-18.
    • (2001) Water Science and Technology , vol.43 , Issue.1 , pp. 1-18
    • Van Lier, J.B.1
  • 7
    • 2342513402 scopus 로고    scopus 로고
    • Closed loop observers bundle for uncertain biotechnological models
    • O. Bernard and J. L. Gouzé, Closed loop observers bundle for uncertain biotechnological models, in Journal of Process Control 4 (7) (2003) 765-774.
    • (2003) Journal of Process Control , vol.4 , Issue.7 , pp. 765-774
    • Bernard, O.1    Gouzé, J.L.2
  • 9
    • 0141569153 scopus 로고    scopus 로고
    • On-line estimation of unmeasured inputs for anaerobic wastewater treatment processes
    • DOI 10.1016/S0967-0661(02)00230-7, PII S0967066102002307
    • D. Theilliol et al., On-line estimation of unmeasured inputs for anaerobic wastewater treatment processes, in Control Engineering Practice 11 (9) (2003) 1007-1019. (Pubitemid 37111138)
    • (2003) Control Engineering Practice , vol.11 , Issue.9 , pp. 1007-1019
    • Theilliol, D.1    Ponsart, J.-C.2    Harmand, J.3    Join, C.4    Gras, P.5
  • 10
    • 0343196655 scopus 로고    scopus 로고
    • Fuzzy control of disturbances in a wastewater treatment process
    • DOI 10.1016/S0043-1354(97)00215-7, PII S0043135497002157
    • A. Muller et al., Fuzzy control of disturbances in a wastewater treatment process, in Water Research, Elsevier Science Ltd. 31 (12) (1997) 3157-3167. (Pubitemid 27517363)
    • (1997) Water Research , vol.31 , Issue.12 , pp. 3157-3167
    • Muller, A.1    Marsili-Libelli, S.2    Aivasidis, A.3    Lloyd, T.4    Kroner, S.5    Wandrey, C.6
  • 12
    • 0035009529 scopus 로고    scopus 로고
    • Advanced monitoring and control of anaerobic wastewater treatment plants: Software sensors and controllers for an anaerobic digester
    • O. Bernard et al., Advanced monitoring and control of anaerobic wastewater treatment plants: Software sensors and controllers for an anaerobic digester, in Water Science and Technology, IWA Publishing 43 (7) (2001) 175-182. (Pubitemid 32479266)
    • (2001) Water Science and Technology , vol.43 , Issue.7 , pp. 175-182
    • Bernard, O.1    Polit, M.2    Hadj-Sadok, Z.3    Pengov, M.4    Dochain, D.5    Estaben, M.6    Labat, P.7
  • 13
    • 0035020047 scopus 로고    scopus 로고
    • Advanced monitoring and control of anaerobic wastewater treatment plants: Diagnosis and supervision by a fuzzy-based expert system
    • A. Puñal et al., Advanced monitoring and control of anaerobic wastewater treatment plants: Diagnosis and supervision by a fuzzy-based expert system, in Water Science and Technology, IWA Publishing 43 (7) (2001) 191-198. (Pubitemid 32479268)
    • (2001) Water Science and Technology , vol.43 , Issue.7 , pp. 191-198
    • Punal, A.1    Rodriguez, J.2    Franco, A.3    Carrasco, E.F.4    Roca, E.5    Lema, J.M.6
  • 14
    • 64249133875 scopus 로고    scopus 로고
    • Fuzzy observers for anaerobic WWTP: Development and implementation
    • S. Carlos-Hernández et al., Fuzzy observers for anaerobic WWTP: Development and implementation, in Control Engineering Practice 17 (2009) 690-702.
    • (2009) Control Engineering Practice , vol.17 , pp. 690-702
    • Carlos-Hernández, S.1
  • 19
    • 67650091947 scopus 로고    scopus 로고
    • Nonlinear system identification based on internal recurrent neural networks
    • G. Puscasu et al., Nonlinear system identification based on internal recurrent neural networks, in International Journal of Neural Systems 19 (2) (2009) 115-125.
    • (2009) International Journal of Neural Systems , vol.19 , Issue.2 , pp. 115-125
    • Puscasu, G.1
  • 21
    • 40749156248 scopus 로고    scopus 로고
    • Inhibition of anaerobic digestion process: A review
    • Elsevier Science
    • Y. Chen et al., Inhibition of anaerobic digestion process: A review, in Bioresource Technology Elsevier Science 99 (10) (2007) 4044-4064.
    • (2007) Bioresource Technology , vol.99 , Issue.10 , pp. 4044-4064
    • Chen, Y.1
  • 23
    • 0033991502 scopus 로고    scopus 로고
    • Axial dispersion of liquid in fluidized bed with external recycling: Two dynamic modeling approaches with a view to control
    • V. Otton et al., Axial dispersion of liquid in fluidized bed with external recycling: two dynamic modeling approaches with a view to control, in Biochemical Engineering Journal 4 (2000) 129-136.
    • (2000) Biochemical Engineering Journal , vol.4 , pp. 129-136
    • Otton, V.1
  • 24
    • 0021458486 scopus 로고
    • Modelling and control of anaerobic digestion process
    • A. Rozzi, Modelling and control of anaerobic digestion process, in Transactions Instrumentation, Modelling and Control 6 (3) (1984) 153-159. (Pubitemid 15479878)
    • (1984) Measurement and Control , vol.6 , Issue.3 , pp. 153-159
    • Rozzi, A.1
  • 26
    • 77951569151 scopus 로고    scopus 로고
    • visited on April 13th
    • http://www.bluesens.de, visited on April 13th 2009.
    • (2009)
  • 29
    • 34547202432 scopus 로고    scopus 로고
    • Delay-dependent robust exponential stability for uncertain recurrent neural networks with time-varying delays
    • DOI 10.1142/S012906570700107X, PII S012906570700107X
    • B. Zhang et al., Delay-dependent robust exponential stability for uncertain recurrent neural networks with time-varying delays, in International Journal of Neural Systems 17 (3) (2007) 207-218. (Pubitemid 47117611)
    • (2007) International Journal of Neural Systems , vol.17 , Issue.3 , pp. 207-218
    • Zhang, B.1    Xu, S.2    Li, Y.3
  • 30
    • 33846685663 scopus 로고    scopus 로고
    • Relaxed stability conditions for delayed recurrent neural networks with polytopic uncertainties
    • B. Zhang et al., Relaxed stability conditions for delayed recurrent neural networks with polytopic uncertainties, in International Journal of Neural Systems 16 (6) (2006) 473-482.
    • (2006) International Journal of Neural Systems , vol.16 , Issue.6 , pp. 473-482
    • Zhang, B.1
  • 31
    • 46649098670 scopus 로고    scopus 로고
    • Robust exponential stability of markovian jumping neural networks with time-varying delay
    • M. Gao, Robust exponential stability of markovian jumping neural networks with time-varying delay, in International Journal of Neural Systems 18 (3) (2008) 207-218.
    • (2008) International Journal of Neural Systems , vol.18 , Issue.3 , pp. 207-218
    • Gao, M.1
  • 32
    • 55849110440 scopus 로고    scopus 로고
    • An LMI approach to design h∞ controllers for discrete-time nonlinear systems based on unified models
    • M. Liu and S. Zhang, An LMI approach to design h∞ controllers for discrete-time nonlinear systems based on unified models, in International Journal of Neural Systems 18 (5) (2008) 443-452.
    • (2008) International Journal of Neural Systems , vol.18 , Issue.5 , pp. 443-452
    • Liu, M.1    Zhang, S.2
  • 33
    • 73949121947 scopus 로고    scopus 로고
    • An intelligent load shedding scheme using neural networks and neuro-fuzzy
    • A. M. A. Haidar et al., An intelligent load shedding scheme using neural networks and neuro-fuzzy, in International Journal of Neural Systems 19 (6) (2009) 473-479.
    • (2009) International Journal of Neural Systems , vol.19 , Issue.6 , pp. 473-479
    • Haidar, A.M.A.1
  • 37
    • 0001202594 scopus 로고
    • A learning algorithm for continually running fully recurrent neural networks
    • R. J. Williams and D. Zipser, A learning algorithm for continually running fully recurrent neural networks, Neural Computation 1 (1989) 270-280.
    • (1989) Neural Computation , vol.1 , pp. 270-280
    • Williams, R.J.1    Zipser, D.2
  • 38
    • 0037338265 scopus 로고    scopus 로고
    • Dual extended Kalman filtering in recurrent neural networks
    • DOI 10.1016/S0893-6080(02)00230-7, PII S0893608002002307
    • C. Leunga and L. Chan, Dual extended Kalman filtering in recurrent neural networks, Neural Networks 16 (2003) 223-239. (Pubitemid 36293556)
    • (2003) Neural Networks , vol.16 , Issue.2 , pp. 223-239
    • Leung, C.-S.1    Chan, L.-W.2
  • 39
    • 73949099341 scopus 로고    scopus 로고
    • Faster training using fusion of activation functions for feed forward neural networks
    • M. D. Asaduzzaman et al., Faster training using fusion of activation functions for feed forward neural networks, in International Journal of Neural Systems 19 (6) (2009) 437-448.
    • (2009) International Journal of Neural Systems , vol.19 , Issue.6 , pp. 437-448
    • Asaduzzaman, M.D.1
  • 40
    • 55749087656 scopus 로고    scopus 로고
    • N improvement of extreme learning machine for compact single-hidden-layer feedforward neural networks
    • H. T. Huynh et al., n improvement of extreme learning machine for compact single-hidden-layer feedforward neural networks, in International Journal of Neural Systems 18 (5) (2008) 433-441.
    • (2008) International Journal of Neural Systems , vol.18 , Issue.5 , pp. 433-441
    • Huynh, H.T.1
  • 41
    • 70149109891 scopus 로고    scopus 로고
    • Adaptiveness in monotone pseudoboolean optimization and stochastic neural computation
    • G. Grossi, Adaptiveness in monotone pseudoboolean optimization and stochastic neural computation, in International Journal of Neural Systems 19 (4) (2009) 241-252.
    • (2009) International Journal of Neural Systems , vol.19 , Issue.4 , pp. 241-252
    • Grossi, G.1
  • 42
    • 33646824402 scopus 로고    scopus 로고
    • Analysis and implementation of a neural extended Kalman filter for target tracking
    • K. A. Kramer and S. C. Stubberud, Analysis and implementation of a neural extended Kalman filter for target tracking, in International Journal of Neural Systems 16 (1) (2006) 207-218.
    • (2006) International Journal of Neural Systems , vol.16 , Issue.1 , pp. 207-218
    • Kramer, K.A.1    Stubberud, S.C.2
  • 43
    • 0027093191 scopus 로고
    • Extended Kalman filter as a local asymptotic observer for nonlinear discrete-time systems
    • Y. Song and J. W. Grizzle, The extended Kalman filter as a local asymptotic observer for discrete-time nonlinear systems, in Journal of Mathematical Systems, Estimation and Control 5 (1) (1995) 59-78. (Pubitemid 23579554)
    • (1992) Proceedings of the American Control Conference , vol.4 , pp. 3365-3369
    • Song Yongkyu1    Grizzle Jessy, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.