Technical Papers
Oct 29, 2022

A Long-Range Wide-Area Network System for Monitoring Early-Age Concrete Compressive Strength

Publication: Journal of Construction Engineering and Management
Volume 149, Issue 1

Abstract

Estimating the compressive strength of concrete at an early age is critical for quality control and management of concrete construction. Although previous studies have made significant efforts to automate this process, they all have shortcomings regarding the long transmission range needed for a typical construction site and the corresponding power consumption. The present study uses a long-range wide-area network (LoRaWAN) system, a relatively new wireless sensor network technology, to overcome these limitations. In addition to the long transmission range, the features like low power consumption and cloud connectivity available with the system are essentially required for large construction sites. An energy harvesting unit is integrated with the proposed system to make it environment-friendly by reducing the carbon footprint significantly. The efficacy of the proposed system is demonstrated for real-time monitoring of early-age concrete compressive strength using the maturity method through laboratory and field experiments considering a typical concrete mix.

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Data Availability Statement

Data generated or analyzed during the study are available from the corresponding author by request. Information about the Journal’s data-sharing policy can be found here: https://ascelibrary.org/doi/10.1061/(ASCE)CO.1943-7862.0001263.

References

ASTM. 1998. Standard practice for estimating concrete strength by the maturity method. ASTM C1074. West Conshohocken, PA: ASTM.
ASTM. 2004. Standard practice for making and curing concrete test specimens in the laboratory. ASTM C192/C192 M. West Conshohocken, PA: ASTM.
ASTM. 2015. Standard test method for compressive strength of concrete cylinders cast in place in cylindrical molds. ASTM C873. West Conshohocken, PA: ASTM.
ASTM. 2016. Standard test method for pulse velocity through concrete. ASTM C597. West Conshohocken, PA: ASTM.
ASTM. 2018a. Standard specification for concrete aggregates. ASTM C33/C33M. West Conshohocken, PA: ASTM.
ASTM. 2018b. Standard test method for penetration resistance of hardened concrete. ASTM C803. West Conshohocken, PA: ASTM.
ASTM. 2018c. Standard test method for rebound number of hardened concrete. ASTM C805. West Conshohocken, PA: ASTM.
ASTM. 2019. Standard test method for pullout strength of hardened concrete. ASTM C900. West Conshohocken, PA: ASTM.
ASTM. 2020. Standard test method for obtaining and testing drilled cores and sawed beams of concrete. ASTM C42. West Conshohocken, PA: ASTM.
Bhalla, N., S. Sharma, S. Sharma, and R. Siddique. 2018. “Monitoring early-age setting of silica fume concrete using wave propagation techniques.” Constr. Build. Mater. 162 (Feb): 802–815. https://doi.org/10.1016/j.conbuildmat.2017.12.032.
Bouguera, T., J. F. Diouris, J. J. Chaillout, R. Jaouadi, and G. Andrieux. 2018. “Energy consumption model for sensor nodes based on LoRa and LoRaWAN.” Sensors 18 (7): 2104–2123. https://doi.org/10.3390/s18072104.
CEB-FIP Model Code. 2010. Comite Euro-international du Beton 2010. Lausanne, Switzerland: Comite Euro-international du Beton.
Chang, C.-Y., and S.-S. Hung. 2012. “Implementing RFIC and sensor technology to measure temperature and humidity inside concrete structures.” Constr. Build. Mater. 26 (1): 628–637. https://doi.org/10.1016/j.conbuildmat.2011.06.066.
Chen, J., P. Li, G. Song, and Z. Ren. 2016. “Piezo-based wireless sensor network for early-age concrete strength monitoring.” Optik 127 (5): 2983–2987. https://doi.org/10.1016/j.ijleo.2015.11.170.
Chin, F. K. 1975. “Strength tests at early ages and at high setting temperatures.” Transp. Res. Rec. 558 (1): 69–76.
ConcR. 2022. “ConcR R-Series—reusable concrete monitoring.” Accessed June 10, 2022. https://concr.de/en/produkt/concr-r-series/.
Díaz-Díaz, F., P. F. D. J. Cano-Barrita, B. J. Balcom, S. E. Solís-Nájera, and A. O. Rodríguez. 2013. “Embedded NMR sensor to monitor compressive strength development and pore size distribution in hydrating concrete.” Sensors 13 (12): 15985–15999. https://doi.org/10.3390/s131215985.
Feng, Q., Y. Liang, and G. Song. 2019. “Real-time monitoring of early-age concrete strength using piezoceramic-based smart aggregates.” J. Aerosp. Eng. 32 (1): 04018115. https://doi.org/10.1061/(ASCE)AS.1943-5525.0000939.
Freiesleben Hansen, P., and E. J. Pedersen. 1985. “Curing of concrete structures.” In Draft DEB-Guide to durable concrete structures. Lausanne, Switzerland: Comité Euro-International du Béton, fib-international.
Islam, N., B. Ray, and F. Pasandideh. 2020. “IoT based smart farming: Are the LPWAN technologies suitable for remote communication?” In Proc., 2020 IEEE Int. Conf. on Smart Internet of Things, SmartIoT 2020, 270–276. New York: IEEE. https://doi.org/10.1109/SmartIoT49966.2020.00048.
John, S. T., A. Mohan, M. S. Philip, P. Sarkar, and R. Davis. 2021. “An IoT device for striking of vertical concrete formwork.” Eng. Constr. Archit. Manage. 29 (5): 1991–2010. https://doi.org/10.1108/ECAM-10-2020-0859.
John, S. T., B. K. Roy, P. Sarkar, and R. Davis. 2020. “IoT enabled real-time monitoring system for early-age compressive strength of concrete.” J. Constr. Eng. Manage. 146 (2): 05019020. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001754.
John, S. T., P. Sarkar, and R. Davis. 2022. “Energy-efficient long range wide area network for construction industry applications.” Autom. Constr. 136 (Apr): 104150. https://doi.org/10.1016/j.autcon.2022.104150.
Kang, J. H., and J. Gandhi. 2010. “Readability test of RFID temperature sensor embedded in fresh concrete.” J. Civ. Eng. Manage. 16 (3): 412–417. https://doi.org/10.3846/jcem.2010.47.
Lew, H. S., and T. W. Reichard. 1978. “Prediction of strength of concrete from maturity.” Am. Concr. Inst. Spec. Publ. 56 (Oct): 229–248.
Loubet, G., A. Takacs, E. Gardner, A. De Luca, F. Udrea, and D. Dragomirescu. 2019. “LoRaWAN battery-free wireless sensors network designed for structural health monitoring in the construction domain.” Sensors 19 (7): 1510. https://doi.org/10.3390/s19071510.
Maturix. 2022. “Intelligent real-time concrete monitoring.” Accessed June 10, 2022. https://maturix.com/.
Nykanen, A. 1956. “Hardening of concrete at different temperatures, especially below the freezing point.” In Proc., RILEM Symp. on Winter Concreting Session B. Copenhagen, Denmark: Danish Institute for Building Research.
Oh, T. K., J. Kim, C. Lee, and S. Park. 2017. “Non-destructive concrete strength estimation based on electro-mechanical impedance with artificial neural network.” J. Adv. Concr. Technol. 15 (3): 94–102. https://doi.org/10.3151/jact.15.94.
Philip, M. S., and P. Singh. 2021. “Adaptive transmit power control algorithm for dynamic LoRa nodes in water quality monitoring system.” Sustainable Comput. Inf. Syst. 32 (Mar): 100613. https://doi.org/10.1016/j.suscom.2021.100613.
Philip, M. S., and P. Singh. 2022. “An energy efficient algorithm for sustainable monitoring of water quality in smart cities.” Sustainable Comput. Inf. Syst. 35 (Sep): 100768. https://doi.org/10.1016/j.suscom.2022.100768.
Plowman, J. M. 1956. “Maturity and the strength of concrete.” Mag. Concr. Res. 8 (22): 13–22. https://doi.org/10.1680/macr.1956.8.22.13.
Providakis, C. P., E. V. Liarakos, and E. Kampianakis. 2013. “Nondestructive wireless monitoring of early-age concrete strength gain using an innovative electromechanical impedance sensing system.” Smart Mater. Res. 2013 (Apr): 1–10. https://doi.org/10.1155/2013/932568.
Rizzo, P., X. Ni, S. Nassiri, and J. Vandenbossche. 2014. “A solitary wave-based sensor to monitor the setting of fresh concrete.” Sensors 14 (7): 12568–12584. https://doi.org/10.3390/s140712568.
Rudeli, N., A. Santilli, and F. Arrambide. 2015. “Striking of vertical concrete elements: An analysis using the maturity method.” Eng. Struct. 95 (7): 40–48. https://doi.org/10.1016/j.engstruct.2015.03.021.
Schellhammer, J., N. J. Delatte, and P. A. Bosela. 2013. “Another look at the collapse of Skyline Plaza at Bailey’s Crossroads, Virginia.” J. Perform. Constr. Facil. 27 (3): 354–361. https://doi.org/10.1061/(ASCE)CF.1943-5509.0000333.
Sherazi, H. H. R., L. A. Grieco, M. A. Imran, and G. Boggia. 2020. “Energy-efficient LoRaWAN for Industry 4.0 applications.” IEEE Trans. Ind. Inf. 17 (2): 891–902. https://doi.org/10.1109/TII.2020.2984549.
Shin, S. W., A. R. Qureshi, J. Y. Lee, and C. B. Yun. 2008. “Piezoelectric sensor based non-destructive active monitoring of strength gain in concrete.” Smart Mater. Struct. 17 (5): 055002 https://doi.org/10.1088/0964-1726/17/5/055002.
Sidorov, M., P. V. Nhut, Y. Matsumoto, and R. Ohmura. 2019. “LoRa-based precision wireless structural health monitoring system for bolted joints in a smart city environment.” IEEE Access 7 (Dec): 179235–179251. https://doi.org/10.1109/ACCESS.2019.2958835.
Sirivivatnanon, V., D. Baweja, and R. Khatri. 2009. “Evaluation of in-situ concrete strengths for post-tensioning of concrete slabs.” Concr. Forum 2 (1): 1–10.
SmartRock2. 2022. “The leading wireless concrete sensor for measuring temperature and strength.” Accessed June 10, 2022. https://www.giatecscientific.com/smartrock2/.
Smart Sensor. 2022. “Smart sensor formwork system.” Accessed June 10, 2022. https://smartsensor.jp/.
Sun, M. Q., R. J. Y. Liew, M. H. Zhang, and W. Li. 2014. “Development of cement-based strain sensor for health monitoring of ultra high strength concrete.” Constr. Build. Mater. 65 (Aug): 630–637. https://doi.org/10.1016/j.conbuildmat.2014.04.105.
Teixeira, S., A. Santilli, and I. Puente. 2017. “Demoulding vertical elements: Recommendations for apply maturity functions.” Constr. Build. Mater. 145 (Aug): 392–401. https://doi.org/10.1016/j.conbuildmat.2017.04.006.
Things Network. 2022. “The things network.” Accessed June 10, 2022. https://www.thethingsnetwork.org/.
ThingSpeak. 2022. “ThingSpeak for IoT projects.” Accessed June 10, 2022. https://thingspeak.com/.
Tokognon, C. A., B. Gao, G. Y. Tian, and Y. Yan. 2017. “Structural health monitoring framework based on Internet of Things: A survey.” IEEE Internet Things J. 4 (3): 619–635. https://doi.org/10.1109/JIOT.2017.2664072.
Zuo, Z., Y. Huang, X. Pan, Y. Zhan, L. Zhang, X. Li, M. Zhu, L. Zhang, and W. De Corte. 2021. “Experimental research on remote real-time monitoring of concrete strength for highrise building machine during construction.” Measurement 178 (Jun): 109430. https://doi.org/10.1016/j.measurement.2021.109430.

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Go to Journal of Construction Engineering and Management
Journal of Construction Engineering and Management
Volume 149Issue 1January 2023

History

Received: Feb 5, 2022
Accepted: Aug 12, 2022
Published online: Oct 29, 2022
Published in print: Jan 1, 2023
Discussion open until: Mar 29, 2023

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Shemin T. John [email protected]
Ph.D. Scholar, Dept. of Civil Engineering, National Institute of Technology Rourkela, Rourkela, Odisha 769 008, India. Email: [email protected]
Professor, Dept. of Civil Engineering, National Institute of Technology Rourkela, Rourkela, Odisha 769 008, India (corresponding author). ORCID: https://orcid.org/0000-0003-1031-4479. Email: [email protected]
Assistant Professor, Dept. of Civil Engineering, National Institute of Technology Calicut, Calicut, Kerala 673 601, India. ORCID: https://orcid.org/0000-0001-6281-5393. Email: [email protected]

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  • Real-time monitoring of early-age compressive strength of concrete using an IoT-enabled monitoring system: an investigative study, Innovative Infrastructure Solutions, 10.1007/s41062-023-01043-7, 8, 2, (2023).

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