Application of super-twisting observers to the estimation of state and unknown inputs in an anaerobic digestion system

被引:15
作者
Sbarciog, M. [1 ]
Moreno, J. A. [2 ]
Wouwer, A. Vande [1 ]
机构
[1] UMONS, Automat Control Lab, B-7000 Mons, Belgium
[2] Univ Nacl Autonoma Mexico, Inst Ingn, Mexico City 04510, DF, Mexico
关键词
anaerobic digestion; sliding mode observers; state estimation; waste treatment;
D O I
10.2166/wst.2013.726
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper presents the estimation of the unknown states and inputs of an anaerobic digestion system characterized by a two-step reaction model. The estimation is based on the measurement of the two substrate concentrations and of the outflow rate of biogas and relies on the use of an observer, consisting of three parts. The first is a generalized super-twisting observer, which estimates a linear combination of the two input concentrations. The second is an asymptotic observer, which provides one of the two biomass concentrations, whereas the third is a super-twisting observer for one of the input concentrations and the second biomass concentration.
引用
收藏
页码:414 / 421
页数:8
相关论文
共 15 条
  • [1] Alcaraz-González V, 2007, LECT NOTES CONTR INF, V361, P119
  • [2] Software sensors for highly uncertain WWTPs:: a new approach based on interval observers
    Alcaraz-González, V
    Harmand, J
    Rapaport, A
    Steyer, JP
    González-Alvarez, V
    Pelayo-Ortiz, C
    [J]. WATER RESEARCH, 2002, 36 (10) : 2515 - 2524
  • [3] Bastin G., 1990, On-line estimation and adaptive control of bioreactors
  • [4] Dynamical model development and parameter identification for an anaerobic wastewater treatment process
    Bernard, O
    Hadj-Sadok, Z
    Dochain, D
    Genovesi, A
    Steyer, JP
    [J]. BIOTECHNOLOGY AND BIOENGINEERING, 2001, 75 (04) : 424 - 438
  • [5] Fuzzy observers for anaerobic WWTP: Development and implementation
    Carlos-Hernandez, S.
    Sanchez, E. N.
    Beteau, J. F.
    [J]. CONTROL ENGINEERING PRACTICE, 2009, 17 (06) : 690 - 702
  • [6] Fridman L, 2002, CONTROL ENGN SER, V11, P53
  • [7] Observer-based input estimation in continuous anaerobic wastewater treatment processes
    Jauregui-Medina, E. A.
    Alcaraz-Gonzalez, V.
    Mendez-Acosta, H. O.
    Gonzalez-Alvarez, V.
    [J]. WATER SCIENCE AND TECHNOLOGY, 2009, 60 (03) : 805 - 812
  • [8] K. J. A<degrees>stro<spacing diaeresis>m, 2013, Adaptive control
  • [9] Homogeneity approach to high-order sliding mode design
    Levant, A
    [J]. AUTOMATICA, 2005, 41 (05) : 823 - 830
  • [10] ADM1-Based Robust Interval Observer for Anaerobic Digestion Processes
    Luis Montiel-Escobar, Jose
    Alcaraz-Gonzalez, Victor
    Oscar Mendez-Acosta, Hugo
    Gonzalez-Alvarez, Victor
    [J]. CLEAN-SOIL AIR WATER, 2012, 40 (09) : 933 - 940