Passivity based iterative learning control of differential systems

Repetitive processes complete the same operation defined over a finite interval of time over and over again. Once an execution, termed a pass, is complete the processes resets to the starting location. Once complete, the next pass can begin, either immediately after the end of resetting or after a further period of time. Each pass output is known as the pass profile and on any pass this profile contributes to the dynamics of the next pass profile. This can result in oscillations that increase in amplitude from one pass to the next and so on. These processes are a particular case of 2D systems and the appearance of oscillations in the sequence of pass profiles cannot be prevented by application of standard control action. In this paper new results on control law design for linear dynamics are developed using a passivity based stability theory setting developed for nonlinear dynamics that requires the use of vector Lyapunov functions. As one possible application, the new results are applied, with a supporting example based on model of Quanserr flexible link , to iterative learning control design.

[1]  Wojciech Paszke,et al.  Guaranteed cost control of uncertain differential linear repetitive processes , 2004, IEEE Transactions on Circuits and Systems II: Express Briefs.

[2]  Emmanuel Moulay,et al.  Lyapunov Theory for 2-D Nonlinear Roesser Models: Application to Asymptotic and Exponential Stability , 2013, IEEE Transactions on Automatic Control.

[3]  Krzysztof Galkowski,et al.  Vector Lyapunov Function based Stability of a Class of Applications Relevant 2D Nonlinear Systems , 2014 .

[4]  Kevin L. Moore,et al.  Iterative Learning Control: Brief Survey and Categorization , 2007, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[5]  E. Rogers,et al.  Experimentally verified generalized KYP Lemma based iterative learning control design , 2016 .

[6]  Krzysztof Galkowski,et al.  Stability of nonlinear discrete repetitive processes with Markovian switching , 2015, Syst. Control. Lett..

[7]  Krzysztof Galkowski,et al.  Dissipativity and stabilization of nonlinear repetitive processes , 2016, Syst. Control. Lett..

[8]  Peng Shi,et al.  Two-Dimensional Dissipative Control and Filtering for Roesser Model , 2015, IEEE Transactions on Automatic Control.

[9]  A. Isidori,et al.  Passivity, feedback equivalence, and the global stabilization of minimum phase nonlinear systems , 1991 .

[10]  J. Willems Dissipative dynamical systems part I: General theory , 1972 .

[11]  David J. Hill,et al.  Exponential Feedback Passivity and Stabilizability of Nonlinear Systems , 1998, Autom..

[12]  VijaySekhar Chellaboina,et al.  Vector dissipativity theory and stability of feedback interconnections for large-scale non-linear dynamical systems , 2004 .

[13]  A.G. Alleyne,et al.  A survey of iterative learning control , 2006, IEEE Control Systems.

[14]  Suguru Arimoto,et al.  Bettering operation of Robots by learning , 1984, J. Field Robotics.