The Levenberg–Marquardt Procedure for Modeling Accelerometers Used in the Energy Industry

Krzysztof Tomczyk (), Ksenia Ostrowska, Jerzy Sładek and Jarosław Konieczny
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Krzysztof Tomczyk: Faculty of Electrical and Computer Engineering, Cracow University of Technology, Warszawska 24, 31-155 Krakow, Poland
Ksenia Ostrowska: Mechanical Faculty, Cracow University of Technology, Jana Pawła II 37 Avenue, 31-864 Krakow, Poland
Jerzy Sładek: Mechanical Faculty, Cracow University of Technology, Jana Pawła II 37 Avenue, 31-864 Krakow, Poland
Jarosław Konieczny: Faculty of Mechanical Engineering and Robotics, AGH University of Krakow, al. A. Mickiewicza 30, 30-059 Krakow, Poland

Energies, 2024, vol. 17, issue 23, 1-12

Abstract: This paper presents an effective Levenberg–Marquardt procedure for modeling accelerometers used in the energy industry. The proposed procedure applies the results of accelerometer calibration methods commonly used in engineering practice using stationary or portable calibrators. These methods are extended here to more advanced solutions, which will constitute the basis for further research (both practical and theoretical) for improving the accuracy of accelerometers, which play an extremely important diagnostic function in the operation of machines, devices, and the wide range of components used in the energy industry. The research results presented in this article were obtained using MathCad 15 and MATLAB R2024a software.

Keywords: Levenberg–Marquardt procedure; accelerometer; accelerometer modeling; energy industry (search for similar items in EconPapers)
JEL-codes: Q Q0 Q4 Q40 Q41 Q42 Q43 Q47 Q48 Q49 (search for similar items in EconPapers)
Date: 2024
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