Design and Feasibility Study of Low-Cost ADXL1002-STM32 Data Acquisition for Vibration Analysis
DOI:
https://doi.org/10.31185/wjes.Vol12.Iss1.992Keywords:
MEMES accelerometer, ADXL1002, condition monitoring, structural health monitoringAbstract
Designing of low –cost measurement systems for vibration acquisitions has attracted a wide interest of researchers of condition monitoring applications. This paper presents the design and feasibility assessment of the electronic board of a combined ADXL1002 and STM32F103C8T6 open-source module to perform as a vibration signal acquisition system. The board flowchart is illustrated and a software based on MATLAB is made to facilitate a friendly user platform. The device performance, in terms of correct acceleration reading is performed by comparing the actual and device measured values of acceleration under static and dynamic conditions, is conducted. Results showed that the present device performs accurately with an error percentage around 6%.
References
[1] F. Villalobos-Pina, R. Alvarez-Salas, M. Gonzalez-Garcia, J. Reyes-Malanche, C. Saucedo-Zarate, and L. Gonzalez-Murillo, "Low-cost DSP-based vibration data acquisition system for bearing fault detection in electric motors," presented at the Memorias del 2022 Congreso Nacional de Control Automático, Mexico, 2022.
[2] K. H. Jatakar et al., "Vibration monitoring system based on ADXL335 accelerometer and Arduino Mega2560 interface," Journal of Algebraic Statistics, vol. 13, no. 2, 2022.
[3] M. Radišić and M. Petronijević, "Application of Arduino Platform for Measuring Mechanical Vibrations," in ASES International Symposium, 2021: University of Belgrade Faculty of Civil Engineering, pp. 491-500.
[4] S. Seth, A. Bhashkar, P. Vats, T. Singh, F. R. Ahmed, and A. Keshari, "Condition Monitoring of Surface Grinding Process Using Low-Cost Vibration Sensor Module," in Recent Advances in Smart Manufacturing and Materials: Select Proceedings of ICEM 2020: Springer, 2021, pp. 413-421. DOI: https://doi.org/10.1007/978-981-16-3033-0_39
[5] M. H. M. Ghazali and W. Rahiman, "An investigation of the reliability of different types of sensors in the real-time vibration-based anomaly inspection in drone," Sensors, vol. 22, no. 16, p. 6015, 2022. DOI: https://doi.org/10.3390/s22166015
[6] M. Susanto, R. Saputra, S. Savetlana, and S. Alam, "Prototype of sensor node for low-cost machine vibration monitoring system using accelerometer sensor," in 2020 IEEE International Conference on Communication, Networks and Satellite (Comnetsat), 2020: IEEE, pp. 222-226. DOI: https://doi.org/10.1109/Comnetsat50391.2020.9328973
[7] Q. Meng, F. Huo, S. Teng, Z. Ding, T. Gu, and C. Cao, "An Autonomous Vibration-Sensing System for Power Transmission Lines Monitoring," in Journal of Physics: Conference Series, 2021, vol. 2095, no. 1: IOP Publishing, p. 012014. DOI: https://doi.org/10.1088/1742-6596/2095/1/012014
[8] A. Ahmed, A. Istiak, and M. M. Helali, "Vibration Analysis of Rolling Element Bearing using Micro Electro-Mechanical System (MEMS) Based Accelerometer," ICMIEE.[Online]. Available: https://www. kuet. ac. bd/icmiee2020/Technical_and_Keynote_papers/All_Paper/I CMIEE20-084. pdf, 2020.
[9] F. Aswin, I. Dwisaputra, and R. Afriansyah, "Online vibration monitoring system for rotating machinery based on 3-axis MEMS accelerometer," in Journal of Physics: Conference Series, 2020, vol. 1450, no. 1: IOP Publishing, p. 012109. DOI: https://doi.org/10.1088/1742-6596/1450/1/012109
[10] S. Caryabudi, A. Fuady Babgei, and A. Arifin, "An Analysis on the Feasibility of a Low-cost Fall Detection System: Feasibility study on threshold-based fall detection system that is realized using ADXL 345 tri-axial accelerometer which is considered as a low-cost sensor," in Proceedings of the 2020 4th International Conference on Computational Biology and Bioinformatics, 2020, pp. 63-68. DOI: https://doi.org/10.1145/3449258.3449270
[11] D. Van Nguyen, Q. T.-K. Nguyen, and L. N.-P. Nguyen, "The Low–Cost Accelerometer Calibration Algorithm Meets Accuracy Compared to High–Quality Accelerometer."
[12] N. Navabian and S. Beskhyroun, "Development of an integrated structural health monitoring system using wireless sensor network," presented at the The 17th World Conference on Earthquake Engineering, Japan, 2020.
[13] M. Munoz, R. Guevara, S. Gonzalez, and J. C. Jimenez, "Reliable data acquisition system for a low-cost accelerograph applied to structural health monitoring," Journal of Applied Science, Engineering, Technology, and Education, vol. 3, no. 2, pp. 181-194, 2021. DOI: https://doi.org/10.35877/454RI.asci159
[14] S. Komarizadehasl, F. Lozano, J. A. Lozano-Galant, G. Ramos, and J. Turmo, "Low-cost wireless structural health monitoring of bridges," Sensors, vol. 22, no. 15, p. 5725, 2022. DOI: https://doi.org/10.3390/s22155725
[15] D. Caballero-Russi, A. R. Ortiz, A. Guzmán, and C. Canchila, "Design and validation of a low-cost structural health monitoring system for dynamic characterization of structures," Applied sciences, vol. 12, no. 6, p. 2807, 2022. DOI: https://doi.org/10.3390/app12062807
[16] A. Izquierdo, J. J. Villacorta, L. del Val, and A. Magdaleno, "Scalable and low-cost MEMS-based structural health monitoring system," Sensors, vol. 23, no. 21, p. 8820, 2023.
[17] J. J. Villacorta et al., "Design and validation of a scalable, reconfigurable and low-cost structural health monitoring system," Sensors, vol. 21, no. 2, p. 648, 2021. DOI: https://doi.org/10.3390/s21020648
[18] A. Iqbal, N. S. Mian, A. Longstaff, and S. Fletcher, "Performance evaluation of low-cost vibration sensors in industrial IoT applications," International Journal of Automation Technology, vol. 16, no. 3, pp. 329-339, 2022. DOI: https://doi.org/10.20965/ijat.2022.p0329
[19] A. Iqbal, N. Mian, A. Longstaff, and S. Fletcher, "Background noise assessment of low-cost vibration sensors in precision manufacturing applications," in 14th International Conference and Exhibition on Laser Metrology, Coordinate Measuring Machine and Machine Tool Performance, 2021: euspen, pp. 78-87.
[20] K. Yamamoto, R. Shin, K. Sakuma, M. Ono, and Y. Okada, "Practical application of drive-by monitoring technology to road roughness estimation using buses in service," Sensors, vol. 23, no. 4, p. 2004, 2023. DOI: https://doi.org/10.3390/s23042004
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Riyadh A. Abbas, Hussein R. Al-Bugharbee

This work is licensed under a Creative Commons Attribution 4.0 International License.

