Meta-frequency modulation in LQR vibration control with chirp excitation

This paper presents a comprehensive analysis of the indirect control of inertial properties of a rigid bodies system by semi-actively modifying the viscosity of tunable dampers. Linear Quadratic Regulator (LQR) optimal control logic and Hilbert-Huang Transform (HHT) analysis are employed to investigate its impact on the system response. The study utilizes a simple 2-d.o.f. architecture, referred to as the Toy Model, to demonstrate how proper selection of the damping coefficient allows for manipulation of the equivalent mass and variation of the natural frequency within a specific resonant band. Chirp excitations are applied to the Toy Model, and an iterative LQR scheme is implemented to optimally control the damping coefficient, thereby preventing resonance. Given that the adoption of the semi-active controller significantly alters the primary mass response, it is crucial to establish the cause-and-effect relationship between the control law and system response, which is achieved through the HHT. Notably, the proposed model is the first known example of a physical system that exhibits both intra- and inter-wave modulations of the instantaneous frequency of the main mass response, leading to a meta-phenomenon here defined as meta-frequency modulation. This meta-frequency modulation nonlinearly distorts the response of the optimally controlled system compared to passive optimization.

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Publication Details

Journal
Scientific Reports
Published
2025-04-16
DOI
https://doi.org/10.1038/s41598-025-95958-z
Citations
1
Primary Topic
Vibration Control and Rheological Fluids
Type
article
Field-Weighted Citation Impact
0.95

Funders

Controls
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Meta-frequency modulation in LQR vibration control with chirp excitation

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Meta-frequency modulation in LQR vibration control with chirp excitation

Silvia Milana, Antonio Culla, Gianluca Pepe, Nicola Roveri, Antonio Carcaterra, Simone Mesbahi
article en
1 citations

Abstract

This paper presents a comprehensive analysis of the indirect control of inertial properties of a rigid bodies system by semi-actively modifying the viscosity of tunable dampers. Linear Quadratic Regulator (LQR) optimal control logic and Hilbert-Huang Transform (HHT) analysis are employed to investigate its impact on the system response. The study utilizes a simple 2-d.o.f. architecture, referred to as the Toy Model, to demonstrate how proper selection of the damping coefficient allows for manipulation of the equivalent mass and variation of the natural frequency within a specific resonant band. Chirp excitations are applied to the Toy Model, and an iterative LQR scheme is implemented to optimally control the damping coefficient, thereby preventing resonance. Given that the adoption of the semi-active controller significantly alters the primary mass response, it is crucial to establish the cause-and-effect relationship between the control law and system response, which is achieved through the HHT. Notably, the proposed model is the first known example of a physical system that exhibits both intra- and inter-wave modulations of the instantaneous frequency of the main mass response, leading to a meta-phenomenon here defined as meta-frequency modulation. This meta-frequency modulation nonlinearly distorts the response of the optimally controlled system compared to passive optimization.

Scientific ReportsVol. 15(1)
Sapienza University of Rome (IT)
European Commission, Sapienza Università di Roma
Affordable and clean energy
Openalex Percentile: Top 27%
Vibration Control and Rheological Fluids
0.95
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