DOI QR코드

DOI QR Code

Prototyping an embedded wireless sensor for monitoring reinforced concrete structures

  • Utepov, Yelbek (Department of Civil Engineering, L.N. Gumilyov Eurasian National University) ;
  • Khudaibergenov, Olzhas (Department of Civil Engineering, L.N. Gumilyov Eurasian National University) ;
  • Kabdush, Yerzhan (Department of Civil Engineering, L.N. Gumilyov Eurasian National University) ;
  • Kazkeev, Alizhan (Department of Civil Engineering, L.N. Gumilyov Eurasian National University)
  • Received : 2019.01.22
  • Accepted : 2019.07.06
  • Published : 2019.08.25

Abstract

Current article proposes a cheap prototype of an embedded wireless sensor to monitor concrete structures. The prototype can measure temperature and relative humidity concurrently at a controlled through smartphone time interval. It implements a maturity method to estimate in-place concrete strength, which is considered as an alternative for traditional shock impulse method and compression tests used in Kazakhstan. The prototype was tested and adequately performed in the laboratory and field conditions. Tests aimed to study the effect of internal and ambient temperature and relative humidity on the concrete strength gain. According to test results revealed that all parameters influence the strength gain to some extent. For a better understanding of how strongly parameters influence the strength as well as each other, proposed a multicolored cross-correlation matrix technique. The technique is based on the determination coefficients. It is able to show the value of significance of correlation, its positivity or negativity, as well as the degree of inter-influence of parameters. The prototype testing also recognized the inconvenience of Bluetooth control due to weakness of signal and inability to access several prototypes simultaneously. Therefore, further improvement of the prototype presume to include the replacement of Bluetooth by Narrow Band IoT standard.

Keywords

References

  1. Anwar, H. and Khandaker, M. (2009), "Influence of extreme curing conditions on compressive strength and pulse velocity of lightweight pumice concrete", Comput. Concrete, 6(6), 437-450. https://doi.org/10.12989/cac.2009.6.6.437.
  2. Ashteyat, A.M. and Ismeik, M. (2018), "Predicting residual compressive strength of self-compacted concrete under various temperatures and relative humidity conditions by artificial neural networks", Comput. Concrete, 21(1), 47-54. https://doi.org/10.12989/cac.2018.21.1.047.
  3. ASTM C1074 (1998), Standard Practice for Estimating Concrete Strength by the Maturity Method, ASTM International, West Conshohocken, Pennsylvania, USA.
  4. Chen, H.J., Yang, T.Y. and Tang, C.W. (2009), "Strength and durability of concrete in hot spring environments", Comput. Concrete, 6(4), 269-280. https://doi.org/10.12989/cac.2009.6.4.269.
  5. ConcreteSensors (2018), Our Sensors are Designed for the Unique Challenges of Concrete, ConcreteSensors, Cambridge, England, UK. www.concretesensors.com/durable-wireless-sensors/.
  6. Dutta, S., Samui, P. and Kim, D. (2018), "Comparison of machine learning techniques to predict compressive strength of concrete", Comput. Concrete, 21(4), 463-470. https://doi.org/10.12989/cac.2018.21.4.463.
  7. Erdal, H., Erdal M., Simsek O. and Erdal H. (2018) "Prediction of concrete compressive strength using non-destructive test results", Comput. Concrete, 21(4), 407-417. https://doi.org/10.12989/cac.2018.21.4.407.
  8. Farzampour, A. (2017), "Temperature and humidity effects on behavior of grouts", Adv. Concrete Constr., 5(6), 659-669. https://doi.org/10.12989/acc.2017.5.6.659.
  9. Fick, G., Taylor, P., Christman, R. and Ruiz, J.M. (2012), "Field reference manual for quality concrete pavements", U.S. Department of Transportation, Austin, Texas, USA.
  10. Gazder, U., Al-Amoudi, O.S.B., Saad Khan, S.M. and Maslehuddin, M. (2017), "Predicting compressive strength of blended cement concrete with ANNs", Comput. Concrete, 20(6), 627-634. https://doi.org/ 10.12989/cac.2017.20.6.627.
  11. Ge, Z. and Wang, K. (2009), "Modified heat of hydration and strength models for concrete containing fly ash and slag", Comput. Concrete, 6(1), 19-40. https://doi.org/10.12989/cac.2009.6.1.019.
  12. Hannan, M.A., Hassan, K. and Jern, K.P. (2018), "A review on sensors and systems in structural health monitoring: Current issues and challenges", Smart Struct. Syst., 22(5), 509-525. https://doi.org/10.12989/sss.2018.22.5.509.
  13. Helal, J., Sofi, M. and Mendis, P. (2015), "Non-destructive testing of concrete: A review of methods", Elec. J. Struct. Eng., 14(1), 97-105.
  14. Kibar, H. and Ozturk, T. (2015), "Determination of concrete quality with destructive and non-destructive methods", Comput. Concrete, 15(3), 473-484. https://doi.org/10.12989/cac.2015.15.3.473.
  15. Kockal, N.U. and Turker, F. (2007), "Effect of environmental conditions on the properties of concretes with different cement types", Constr. Build. Mater., 21(3), 634-645. https://doi.org/10.1016/j.conbuildmat.2005.12.004.
  16. Malek, J. and Kaouther, M. (2014), "Destructive and nondestructive testing of concrete structures", Jordan J. Civil Eng., 8(4), 432-441. https://doi.org/10.12816/0025889.
  17. NIIZhB (2012), GOST 10180-2012 Concretes. Methods for Strength Determination using Reference Specimens, NIIZhB, Moscow, Russia.
  18. Sethi, P. and Sarangi, S.R. (2017), "Internet of things: Architectures, protocols, and applications", J. Elec. Comput. Eng., 1-25. https://doi.org/10.1155/2017/9324035.
  19. SmartRock (2018), Real-time Temperature and Maturity Monitoring of Concrete, Giatec Scientific Inc., Ottawa, Ontario, Canada. www.giatecscientific.com/products/concretesensors/smartrock-maturity-meter/.
  20. Thandavamoorthy, T.S. (2015), "Determination of concrete compressive strength: A novel approach", Adv. Appl. Sci. Res., 6(10), 88-96.
  21. Walsh, D. (2016), IoT Hero from Giatec Develops "SmartRocks", with Bluetooth, Giatec Scientific Inc., Ottawa, Ontario, Canada. www.silabs.com/community/blog.entry.html/2016/01/18/iot_hero_from_giatec-Av1P.
  22. Zemajtis, J.Z. (2014), Role of Concrete Curing, Portland cement association, Skokie, Illinois, USA.
  23. Zhang, B., Cullen, M. and Kilpatrick, T. (2016), "Spalling of heated high performance concrete due to thermal and hygric gradients", Adv. Concrete Constr., 4(1), 1-13. https://doi.org/10.12989/acc.2016.4.1.001.

Cited by

  1. Complex Maturity Method for Estimating the Concrete Strength Based on Curing Temperature, Ambient Temperature and Relative Humidity vol.11, pp.16, 2021, https://doi.org/10.3390/app11167712
  2. HIGROTERM: An Open-Source and Low-Cost Temperature and Humidity Monitoring System for Laboratory Applications vol.6, pp.4, 2021, https://doi.org/10.3390/inventions6040084