An approach to optimal control of switched systems with internally forced switchings

Provides an approach to optimal control of switched systems with internally forced switchings (IFS). Many practical problems only involve optimization where the number of switchings and the sequence of active subsystems are specified. This is the stage 1 optimization we study in this paper. In previ...

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Published inProceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301) Vol. 1; pp. 148 - 153 vol.1
Main Authors Xuping Xu, Antsaklis, P.J.
Format Conference Proceeding
LanguageEnglish
Published Piscataway NJ IEEE 2002
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Abstract Provides an approach to optimal control of switched systems with internally forced switchings (IFS). Many practical problems only involve optimization where the number of switchings and the sequence of active subsystems are specified. This is the stage 1 optimization we study in this paper. In previous papers, we proposed an approach for optimal control problems for switched systems with externally forced switchings (EFS). Here we extend such an approach to problems with IFS. The approach first transcribes a stage 1 problem into an equivalent problem and then the values of the derivatives of the optimal cost with respect to the switching instants are obtained based on the solution of a two point boundary value differential algebraic equation formed by the state, costate, stationarity, boundary equations and the equations for the state and the costate at the switching instants, along with their differentiations. With the knowledge of the derivatives, nonlinear optimization methods can be applied to find the implicitly-generated optimal switching instants along with the corresponding continuous input.
AbstractList Provides an approach to optimal control of switched systems with internally forced switchings (IFS). Many practical problems only involve optimization where the number of switchings and the sequence of active subsystems are specified. This is the stage 1 optimization we study in this paper. In previous papers, we proposed an approach for optimal control problems for switched systems with externally forced switchings (EFS). Here we extend such an approach to problems with IFS. The approach first transcribes a stage 1 problem into an equivalent problem and then the values of the derivatives of the optimal cost with respect to the switching instants are obtained based on the solution of a two point boundary value differential algebraic equation formed by the state, costate, stationarity, boundary equations and the equations for the state and the costate at the switching instants, along with their differentiations. With the knowledge of the derivatives, nonlinear optimization methods can be applied to find the implicitly-generated optimal switching instants along with the corresponding continuous input.
Author Xuping Xu
Antsaklis, P.J.
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Keywords Costs
Differential equation
Differential form
Control system
Non linear programming
Optimization
Hybrid system
Input
Equations of state
Boundary value problem
Continuous control
Optimal control
Algebraic equation
Forced switching
Trajectory
Differentiation
Optimal control (mathematics)
Switching system
Language English
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PublicationTitle Proceedings of the 2002 American Control Conference (IEEE Cat. No.CH37301)
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Snippet Provides an approach to optimal control of switched systems with internally forced switchings (IFS). Many practical problems only involve optimization where...
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StartPage 148
SubjectTerms Applied sciences
Automotive engineering
Chemical processes
Computer science; control theory; systems
Control systems
Control theory. Systems
Cost function
Differential algebraic equations
Differential equations
Exact sciences and technology
Nonlinear equations
Optimal control
Optimization methods
Switched systems
Title An approach to optimal control of switched systems with internally forced switchings
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