Analysis of the Effects of Numerical Differentiation Methods on the Estimation of Longitudinal Stability and Control Derivatives of the Aircraft Mathematical Model

The estimation of the longitudinal stability and control derivatives of aircraft mathematical model was performed using the least square method, which requires the use of numerical differentiation. For the purpose of approximating the derivatives of pitch rate, the numerical differentiation methods such as: forward difference method, backward difference method, central difference method, combination of three finite difference methods “gradient” and Poplavsky method are applied. Based on the results that demonstrate the advantages and disadvantages of each of these methods, two approaches are proposed to ensure the improvement of the accuracy of the parameters estimation. The approach proposed in this paper combines the results obtained by separately using three finite difference methods to enhance of the accuracy of parameter estimation. This approach strengthens efficiency and compensates for weaknesses due to the nature and properties of finite difference methods.

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Publication Details

Journal
RUDN Journal of Engineering Researches
Published
2024-12-15
DOI
https://doi.org/10.22363/2312-8143-2024-25-3-203-215
Primary Topic
Aerospace and Aviation Technology
Type
article
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article

Analysis of the Effects of Numerical Differentiation Methods on the Estimation of Longitudinal Stability and Control Derivatives of the Aircraft Mathematical Model

О. N. Korsun, Sekou Goro, Moung Htang
RUDN Journal of Engineering Researches
Aerospace and Aviation Technology
article

Analysis of the Effects of Numerical Differentiation Methods on the Estimation of Longitudinal Stability and Control Derivatives of the Aircraft Mathematical Model

О. N. Korsun, Sekou Goro, Moung Htang
article en

Abstract

The estimation of the longitudinal stability and control derivatives of aircraft mathematical model was performed using the least square method, which requires the use of numerical differentiation. For the purpose of approximating the derivatives of pitch rate, the numerical differentiation methods such as: forward difference method, backward difference method, central difference method, combination of three finite difference methods “gradient” and Poplavsky method are applied. Based on the results that demonstrate the advantages and disadvantages of each of these methods, two approaches are proposed to ensure the improvement of the accuracy of the parameters estimation. The approach proposed in this paper combines the results obtained by separately using three finite difference methods to enhance of the accuracy of parameter estimation. This approach strengthens efficiency and compensates for weaknesses due to the nature and properties of finite difference methods.

RUDN Journal of Engineering ResearchesVol. 25(3)
State Scientific Research Institute of Aviation Systems (RU), Moscow Aviation Institute (RU)
Openalex Percentile: Top 46%
Aerospace and Aviation Technology
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Analysis of the Effects of Numerical Differentiation Methods on the Estimation of Longitudinal Stability and Control Derivatives of the Aircraft Mathematical Model — О. N. Korsun, Sekou Goro, et al. · RUDN Journal of Engineering Researches (2024) | TGRS Research Map | TGRS