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Article Dans Une Revue Control Engineering Practice Année : 2013

Nonlinear joint state and parameter estimation : application to a wastewater treatment plant

Souad Bezzaoucha
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Benoît Marx
José Ragot

Résumé

A systematic approach to joint state and time-varying param eter estimation for nonlin- ear systems is proposed in this paper. Applying the sector no nlinearity transformation to both the system nonlinearities and the time-varying para meters, the original system is equivalently rewritten as a Takagi-Sugeno system with un measurable premise vari- ables. A joint state and parameter observer whose parameter s are designed by solving an LMI optimization problem is then proposed. The target app lication is a realistic model of an activated sludge wastewater treatment plant, be ing an uncertain nonlinear system affected by a time-varying parameter.
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Dates et versions

hal-00831876 , version 1 (09-04-2014)

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Souad Bezzaoucha, Benoît Marx, Didier Maquin, José Ragot. Nonlinear joint state and parameter estimation : application to a wastewater treatment plant. Control Engineering Practice, 2013, 21 (10), pp.1377-1385. ⟨10.1016/j.conengprac.2013.06.009⟩. ⟨hal-00831876⟩
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