Dissipativity (control theory)
ID: dissipativity-control-theory
Dissipativity expresses an input–output balance for a dynamical system: the increase of a nonnegative storage function cannot exceed the accumulated supply rate. For state , control input , plant output and chosen supply rate , the requirement isfor every admissible trajectory and time interval, with . The storage function and supply rate need not be literal physical energy and power; choosing them makes a particular performance statement precise. Jan C. Willems's1972paper develops this general storage–supply formulation.[ref]
Dissipative Dynamical Systems, Part I: General Theory by Jan C. Willems. General Theory, storage functions and dissipation inequality
An original mechanical example is a mass with viscous damping, driven by an applied force :Choose the kinetic energy and entering power . ThenIntegration gives the required inequality. The nonnegative integral accounts for the mechanical energy dissipated by the damper. With no applied force, the stored kinetic energy cannot increase. A dashpot driven at constant velocity provides an experimental interpretation: supplied power is dissipated even when the mass's stored kinetic energy remains constant.
A different choice tests an input–output gain. If a storage function establishes the inequality forthen and nonnegative final storage implyThe physical power balance and this squared-signal bound use the same logical structure. Neither inequality, by itself, proves that every internal state converges to zero: a hidden lossless motion can retain storage.
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