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Modeling and control of chemical process systems described by partial differential equations

Posted on:1995-10-20Degree:Ph.DType:Dissertation
University:University of California, DavisCandidate:Hanczyc, Eric MartinFull Text:PDF
GTID:1470390014490841Subject:Engineering
Abstract/Summary:
The focus of this research is the modeling and control of distributed chemical process systems described by sets of partial differential equations. The dissertation is divided into three sections: eigenvalue inclusion region analysis, distributed sliding mode control and the method of characteristics, and Lie group theory.;The use of the eigenvalue inclusion concept in analyzing model approximations and order reduction strategies is demonstrated. This analysis tool enables one to study, in a rigorous fashion, the effect of model discretization on the open and closed-loop properties of the process. Two examples of packed-bed reactors under isothermal and nonisothermal operating conditions are presented to illustrate the development of inclusion regions.;Sliding mode control theory is applied to three chemical process systems described by first order partial differential equations. The method of characteristics exactly transforms the distributed parameter system into a finite set of ordinary differential equations. Geometric methods are used to extend sliding mode ideas for application on a class of partial differential equations. Through simulations of a forced-flow steam heater, an adiabatic packed-bed reactor, and a double-pipe heat-exchanger, the method is shown to be effective in controlling typical chemical engineering systems.;Lie group theory is utilized to calculate the infinitesimal generators associated with a second order parabolic PDE which models an isothermal packed-bed reactor with axial dispersion. A conjecture is formulated which implements these vector fields in a sliding mode control law in a geometric construction similar to the method of characteristics. A simulation study validates the conjecture as an effective method for control design.
Keywords/Search Tags:Chemical process systems described, Partial differential equations, Sliding mode control, Method
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