Quadrotor Black-Box System Identification using Metaheuristics

Oliveira, Ewerton Cristhian Lima de; Araújo, Jasmine Priscyla Leite de; Silva, Orlando Fonseca; Silveira, Antonio S.; Vidal, Juan Ferreira; Silva, Anderson de França

doi:10.26678/abcm.diname2019.din2019-0078

Diname2019 2019

DOI: 10.26678/abcm.diname2019.din2019-0078

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Quadrotor Black-Box System Identification using Metaheuristics

Ewerton Cristhian Lima de Oliveira¹,

Jasmine Priscyla Leite de Araújo²,

Orlando Fonseca Silva³

et al.

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2023

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VPSA-Based Transfer Function Identification of Single DoF Copter System

Çiftçi,

Şen,

Bilgic

2023

IJAST

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In this study, an experimental set of a Single-DoF Copter system is created and transfer functions that could model the dynamics of the physical system with high accuracy were investigated. In order to model the dynamics of the physical system with the highest accuracy, the five different transfer functions have been proposed, in which the zero and pole values are determined by optimizing with the Vibrating Particle System Algorithm. Integral Square Error (ISE), Integral Time Square Error (ITSE), Integral Absolute Error (IAE), Integral Time Absolute Error (ITAE) functions, which are widely used in the literature in determining transfer functions, are determined as fitness functions. In order to verify the transfer functions, the responses of the transfer functions and the experimental system response are presented comparatively, and their suitability was evaluated. It has been observed that the proposed method is successful in defining the transfer function of the experimental system, and the compatibility of the obtained transfer functions with the system response is between 75.407% and 98.612% accuracy.

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VPSA-Based Transfer Function Identification of Single DoF Copter System

Çiftçi,

Şen,

Bilgic

2023

IJAST

View full text Add to dashboard Cite

show abstract

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Quadrotor Black-Box System Identification using Metaheuristics

Cited by 1 publication

References 0 publications

VPSA-Based Transfer Function Identification of Single DoF Copter System

VPSA-Based Transfer Function Identification of Single DoF Copter System

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