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Nonlinear model order reduction of resonant piezoelectric micro-actuators: An invariant manifold approach

Andrea Opreni, Giorgio Gobat, Cyril Touzé, Attilio Frangi

2023Computers & Structures23 citationsDOIOpen Access PDF

Abstract

This paper presents a novel derivation of the direct parametrisation method for invariant manifolds able to build simulation-free reduced-order models for nonlinear piezoelectric structures, with a particular emphasis on applications to Micro Electro Mechanical Systems. The constitutive model adopted accounts for the hysteretic and electrostrictive response of the piezoelectric material by resorting to the Landau-Devonshire theory of ferroelectrics. Results are validated with full-order simulations operated with a harmonic balance finite element method to highlight the reliability of the proposed reduction procedure. Numerical results show a remarkable gain in terms of computing time as a result of the dimensionality reduction process over low dimensional invariant sets. Results are also compared with experimental data to highlight the remarkable benefits of the proposed model order reduction technique.

Topics & Concepts

Model order reductionNonlinear systemElectrostrictionReduction (mathematics)Finite element methodInvariant (physics)Harmonic balanceInvariant manifoldDimensionality reductionActuatorPiezoelectricityControl theory (sociology)Applied mathematicsComputer scienceMathematicsPhysicsMathematical analysisEngineeringAlgorithmAcousticsStructural engineeringGeometryControl (management)Projection (relational algebra)Mathematical physicsQuantum mechanicsArtificial intelligenceBladed Disk Vibration DynamicsModel Reduction and Neural NetworksStructural Health Monitoring Techniques
Nonlinear model order reduction of resonant piezoelectric micro-actuators: An invariant manifold approach | Litcius