A Complete Analysis of the New Hyper-thin Sensor for Cartridge Valves Predictive Diagnosis
DOI:
https://doi.org/10.13052/ijfp1439-9776.2625Keywords:
Cartridge valve, fatigue breakage, pole tube, strain gauge, valve coilAbstract
Functional Safety asks for diagnose-ability of systems and components in order to check for faults to be recovered in real time to avoid dangerous consequences of the faults themselves. At the same time, new technologies offer new materials and new production processes, which allow the creation of new sensors to meet the requirements of the functional safety certification. In some applications, the diagnosis of failures is not sufficient for safety requirements, because it is necessary to prevent the occurrence of dangerous failures; for that reason predictive diagnosis would be most desirable. Furthermore, diagnostics and predictive diagnosis are not only related to functional safety, but rather to reliability and function availability, which represent two very important aspects of products quality. Cartridge valves are widely used in many hydraulic systems, both in mobile and in industrial applications, and they are often part of systems that must meet high performance level functional safety requirements. Currently available sensors do not contain information on the state of health of the valve itself and its state with respect to the average life and the distance from a dangerous failure. Besides, there are few sensors directly embedded in valves, with the consequence that the diagnosis of valve faults often comes from inference of information from indirect sensors. This contribution deals with describing an innovative sensor and its ability to detect valve failures before they can occur, even with a reasonable time in advance of the moment in which the fault occurs. These hyper-thin strain gauges sensors fit the valve pole tube and their thickness allows installing them between valve body and coil. The innovation is described and both mechanical, electromagnetic, fabrication, signal conditioning and installation aspects are addressed. Burst and Endurance tests on prototypes are shown to demonstrate the efficacy of sensors for valve condition monitoring.
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Jingqi Liu, Chenggang Yuan, Lukas Matias, Chris Bowen, Vimal Dhokia, Min Pan, James Roscow, Sensor Technologies for Hydraulic Valve and System Performance Monitoring, Challenges and Perspectives. Advanced Sensor Research. 2024. doi: 10.1002/adsr.202300130.
A.I. Pavlov, I.A. Polyanin, K.E. Kozlov, Improving the Reliability of Hydraulic Drives Components, Procedia Engineering, Volume 206, 2017, Pages 1629–1635, ISSN 1877–7058, https://doi.org/10.1016/j.proeng.2017.10.689.
B. Beck, J. Weber, Enhancing safety of independent metering systems for mobile machines by means of fault detection, The 15th Scandinavian International Conference on Fluid Power, SICFP’17, June 7–9, 2017, Linköping, Sweden, ISBN: 978-91-7685-369-6, ISSN: 1650-3686 (tryckt), 1650-3740 (online), http://dx.doi.org/10.3384/ecp1714492.
Jinchuan Shi, Jiyan Yi, Yan Ren, Yong Li, Qi Zhong, Hesheng Tang, Leiqing Chen, Fault diagnosis in a hydraulic directional valve using a two-stage multi-sensor information fusion, Measurement, Volume 179, 2021, 109460, ISSN 0263-2241, https://doi.org/10.1016/j.measurement.2021.109460.
Nurmi, J, & Mattila, J. “Detection and Isolation of Faults in Mobile Hydraulic Valves Based on a Reduced-Order Model and Adaptive Thresholds.” Proceedings of the ASME/BATH 2013 Symposium on Fluid Power and Motion Control. Sarasota, Florida, USA. October 6–9, 2013. V001T01A020. ASME. https://doi.org/10.1115/FPMC2013-4435.
L. Siivonen, M. Huova, and M. Vilenius. Fault Detection and Diagnosis of Digital Hydraulic Valve System. The Tenth Scandinavian International Conference on Fluid Power, May 21–23, 2007 Tampere, Finland, Tampere, 2007.
J Ersfolk, M Ahopelto, W Lund, J Wiik, M Waldén, M Linjama, J Westerholm, Online fault identification of digital hydraulic valves using a combined model-based and data-driven approach, arXiv preprint arXiv:1803.05644, 2018arxiv.org, https://doi.org/10.48550/arXiv.1803.05644.
Denkena, Berend & Dahlmann, Dominik & Kiesner, Johann. (2014). Sensor Integration for a Hydraulic Clamping System. Procedia Technology. 15. 10.1016/j.protcy.2014.09.006. https://doi.org/10.1016/j.protcy.2014.09.006.
Guo, Yuan, Zeng, Yinchuan, Fu, Liandong and Chen, Xinyuan. (2019). Modeling and Experimental Study for Online Measurement of Hydraulic Cylinder Micro Leakage Based on Convolutional Neural Network. Sensors. 19. 2159. 10.3390/s19092159.
Liu, J., Yuan, C., Matias, L., Bowen, C., Dhokia, V., Pan, M. and Roscow, J. (2024), Sensor Technologies for Hydraulic Valve and System Performance Monitoring: Challenges and Perspectives. Adv. Sensor Res., 3: 2300130. https://doi.org/10.1002/adsr.202300130.
Fu-qiang Chen, Ming Zhang, Jin-yuan Qian, Yang Fei, Li-long Chen, Zhi-jiang Jin, Thermo-mechanical stress and fatigue damage analysis on multi-stage high pressure reducing valve, Annals of Nuclear Energy, Volume 110, 2017, Pages 753–767, ISSN 0306-4549, https://doi.org/10.1016/j.anucene.2017.07.021.
Georgy M. Makaryants, Fatigue failure mechanisms of a pressure relief valve, Journal of Loss Prevention in the Process Industries, Volume 48, 2017, Pages 1–13, ISSN 0950-4230, https://doi.org/10.1016/j.jlp.2017.03.025.
R.T. Byrnes, S.P. Lynch, An unusual failure of a nickel-aluminium bronze (NAB) hydraulic valve, Engineering Failure Analysis, Volume 49, 2015, Pages 122–136, ISSN 1350-6307, https://doi.org/10.1016/j.engfailanal.2014.11.009.
Jilai Cao, Jian Zhang, Xinhai Yu, Shan-Tung Tu, Detection of pressure relief valve leakage by tuning generated sound characteristics, Process Safety and Environmental Protection, 148, 2021, Pages 664–675, ISSN 0957-5820, https://doi.org/10.1016/j.psep.2021.01.050.
A.K. Bose et al., “Screen-Printed Strain Gauge for Micro-Strain Detection Applications,” in IEEE Sensors Journal, vol. 20, no. 21, pp. 12652–12660, 1 Nov.1, 2020.
Araromi, O.A., Graule, M.A., Dorsey, K.L. et al. Ultra-sensitive and resilient compliant strain gauges for soft machines. Nature 587, 219–224 (2020).
A. K. Bose et al., “Screen-Printed Strain Gauge for Micro-Strain Detection Applications,” in IEEE Sensors Journal, vol. 20, no. 21, pp. 12652–12660, 1 Nov.1, 2020, doi: 10.1109/JSEN.2020.3002388.
F. Maita, V. Piccialli, F. Pensa, M. Scatto, M. Ruggeri and L. Maiolo, “Application of Unconditioned Nanostructured Thermoplastic-Based Strain Gauge Sensor in Wearable Electronics,” in IEEE Sensors Journal, vol. 22, no. 24, pp. 24019–24026, 15 Dec.15, 2022.
Irani, F.S.; Shafaghi, A.H.; Tasdelen, M.C.; Delipinar, T.; Kaya, C.E.; Yapici, G.G.; Yapici, M.K. Graphene as a Piezoresistive Material in Strain Sensing Applications. Micromachines 2022, 13, 119.
A. Pecora et al., “Strain gauge sensors based on thermoplastic nanocomposite for monitoring inflatable structures,” 2014 IEEE Metrology for Aerospace (MetroAeroSpace), Benevento, Italy, 2014, pp. 84–88.
Li, H., Zhang, J., Chen, J. et al. A Supersensitive, Multidimensional Flexible Strain Gauge Sensor Based on Ag/PDMS for Human Activities Monitoring. Sci Rep 10, 4639 (2020).
E Aslanidis, E. Skotadis and D. Tsoukalas, Resistive crack-based nanoparticle strain sensors with extreme sensitivity and adjustable gauge factor, made on flexible substrates, Nanoscale, 2021, 13, 3263–3274.
Massimiliano Ruggeri, Francesco Maita, Luca Maiolo, Mattia Ferri, Christopher Rosi and Sara Baldoni Innovative hyper-thin sensor for cartridge valves diagnostics and prognostics, Proceedings of MAHA 2024 Fluid Power Conference, 1–3 Sept. 2024 Purdue University, Lafayette, Indiana, e-ISBN: 9788770047456, doi: 10.13052/rp-9788770047456.009.
M. Ruggeri, F. Maita, L. Maiolo, M. Braiato, C. Gialluca, D. Guidi, Novel Hyper-Thin Strain Gauge Sensors for Cartridge Valves, JFPS 2024, Japan Fluid Power Symposium 2024, Hiroshima October 22–25, 2024.
Y.-n. Wang et al., “Characteristics and electrical properties of polyimide films fluorinated for different durations”, Materials Today Communications 26 (2021) 102098, https://doi.org/10.1016/j.mtcomm.2021.102098.
N Khomiakova et al., Investigation of Wettability, Drying and Water Condensation on Polyimide (Kapton) Films Treated by Atmospheric Pressure Air Dielectric Barrier Discharge, Coatings 2020, 10(7), 619, https://doi.org/10.3390/coatings10070619.
W. Chen et al., “Customized surface adhesive and wettability properties of conformal electronic devices”, Mater. Horiz., 2024, 11, 6289–6325 https://doi.org/10.1039/D4MH00753K.

