2010
DOI: 10.1002/rnc.1577
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Controller coefficient truncation using Lyapunov performance certificate

Abstract: SUMMARYWe describe a method for truncating the coefficients of a linear controller while guaranteeing that a given set of relaxed performance constraints is met. Our method sequentially and greedily truncates individual coefficients, using a Lyapunov certificate, typically in linear matrix inequality (LMI) form, to guarantee the performance. Numerical examples show that the method is surprisingly effective at finding controllers with aggressively truncated coefficients, which meet typical performance constrain… Show more

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Cited by 5 publications
(3 citation statements)
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“…The second method, on the other hand, does not require the solutions of the differential or difference equations. This is the reason the second method is so useful in practice [10].…”
Section: Lyapunov Stability Analysismentioning
confidence: 98%
“…The second method, on the other hand, does not require the solutions of the differential or difference equations. This is the reason the second method is so useful in practice [10].…”
Section: Lyapunov Stability Analysismentioning
confidence: 98%
“…The convergence rate of the estimator in closed-loop should be faster than the convergence of the controller to the setpoint. The convergence of the estimator can be influence by introducing a new coefficient in the Theorem 1, ( [12]), as:…”
Section: B Performancementioning
confidence: 99%
“…When using the mentioned methods, significantly limit of load sway is achieved by significantly increasing the time of transients of load moving which reduces the performance of mechanisms. There is a need for the development of such control systems for LTM electric drives the use of which will most effectively limit load sway at high performance of the electric drive and the possibility of flexible mechanisms control using regression methods [3].…”
mentioning
confidence: 99%