Two-Time Scale Virtual Sensor Design for Vibration Observation of a Translational Flexible-Link Manipulator Based on Singular Perturbation and Differential Games

Effective feedback control requires all state variable information of the system. However, in the translational flexible-link manipulator (TFM) system, it is unrealistic to measure the vibration signals and their time derivative of any points of the TFM by infinite sensors. With the rigid-flexible c...

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Vydané v:Sensors (Basel, Switzerland) Ročník 16; číslo 11; s. 1804
Hlavní autori: Ju, Jinyong, Li, Wei, Wang, Yuqiao, Fan, Mengbao, Yang, Xuefeng
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Switzerland MDPI AG 28.10.2016
MDPI
Predmet:
linear-quadratic differential games
rigid-flexible coupling
Sensors
singular perturbation
translational flexible-link manipulator
vibration observation
vibration observation
rigid-flexible coupling
singular perturbation
translational flexible-link manipulator
linear-quadratic differential games
ISSN:1424-8220, 1424-8220
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Shrnutí:Effective feedback control requires all state variable information of the system. However, in the translational flexible-link manipulator (TFM) system, it is unrealistic to measure the vibration signals and their time derivative of any points of the TFM by infinite sensors. With the rigid-flexible coupling between the global motion of the rigid base and the elastic vibration of the flexible-link manipulator considered, a two-time scale virtual sensor, which includes the speed observer and the vibration observer, is designed to achieve the estimation for the vibration signals and their time derivative of the TFM, as well as the speed observer and the vibration observer are separately designed for the slow and fast subsystems, which are decomposed from the dynamic model of the TFM by the singular perturbation. Additionally, based on the linear-quadratic differential games, the observer gains of the two-time scale virtual sensor are optimized, which aims to minimize the estimation error while keeping the observer stable. Finally, the numerical calculation and experiment verify the efficiency of the designed two-time scale virtual sensor.
Bibliografia:ObjectType-Article-1
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ISSN:1424-8220
1424-8220
DOI:10.3390/s16111804