Smartphone-Based Data Collection System for Repetitive Concrete Temperature Monitoring in High-Rise Building Construction

The systematic collection and management of on-site information in high-rise building construction are important factors in construction management. Recently, wireless sensor network (WSN) technology has been utilized to manage the various tasks involved in high-rise construction efficiently and in a timely manner. However, because of the repeated installation of sensors and repeaters along with the construction progress, the existing WSN technology is ineffective when applied to the temperature management of concrete in structural work. Here, we propose a new data collection method in which a worker uses a smartphone to repeatedly monitor concrete temperature. In field implementation, the proposed system enables concrete temperature management without a transmission gap for monitoring in 60-min intervals with smartphones provided to 20% of the structural workers. Next, a case study was performed on a high-rise building construction site to analyze the effectiveness of the proposed system in terms of cost savings by avoiding schedule delay. The results of the case study show that the proposed system can reduce the additional work costs resulting from delays in concrete curing and save up to $18,907 in labor costs. In addition, this system can reduce the temperature management time of the quality manager and enable more efficient management. It is also expected that this system will contribute to on-site waste management by reducing the number of embedded sensors.

[1]  Koshy Varghese,et al.  A System Identification Methodology to monitor construction activities using structural responses , 2017 .

[2]  Sungkon Moon,et al.  Integrated System for Concrete Curing Monitoring: RFID and Optical Fiber Technologies , 2019, Journal of Materials in Civil Engineering.

[3]  Ren-Jye Dzeng,et al.  A feasibility study of using smartphone built-in accelerometers to detect fall portents , 2014 .

[4]  Norberto Barroca,et al.  Wireless sensor networks for temperature and humidity monitoring within concrete structures , 2013 .

[5]  Oh-Seong Kwon,et al.  A framework for proactive construction defect management using BIM, augmented reality and ontology-based data collection template , 2013 .

[6]  N. Quesada-Olmo,et al.  Real-time high-rise building monitoring system using global navigation satellite system technology , 2018, Measurement.

[7]  Hong Zhang,et al.  Wearable IMU-based real-time motion warning system for construction workers' musculoskeletal disorders prevention , 2017 .

[8]  Boo Hyun Nam,et al.  Concrete temperature monitoring using passive wireless surface acoustic wave sensor system , 2015 .

[9]  Taehoon Kim,et al.  Economic analysis of USN-based data acquisition systems in tall building construction , 2017 .

[10]  Xuefeng Zhao,et al.  Using Smartphones to Detect and Identify Construction Workers’ Near-Miss Falls Based on ANN , 2019, Journal of Construction Engineering and Management.

[11]  Phillip S. Dunston,et al.  Integrating IoT into operational workflows for real-time and automated decision-making in repetitive construction operations , 2018, Automation in Construction.

[12]  Mohamed Saafi,et al.  Temperature and moisture monitoring in concrete structures using embedded nanotechnology/microelectromechanical systems (MEMS) sensors , 2008 .

[13]  A. Flammini,et al.  Smartphone based localization solution for construction site management , 2013, 2013 IEEE Sensors Applications Symposium Proceedings.

[14]  Chiara Bedon,et al.  Diagnostic analysis and dynamic identification of a glass suspension footbridge via on-site vibration experiments and FE numerical modelling , 2019, Composite Structures.

[15]  Sergio F. Ochoa,et al.  A lightweight and distributed middleware to provide presence awareness in mobile ubiquitous systems , 2013, Sci. Comput. Program..

[16]  J. V. Fuente,et al.  Monitoring of the curing process in precast concrete slabs: An experimental study , 2016 .

[17]  Yigang He,et al.  Novel Concrete Temperature Monitoring Method Based on an Embedded Passive RFID Sensor Tag , 2017, Sensors.

[18]  Sung Bok Lee,et al.  Development of Integrated Wireless Sensor Network Device with Mold for Measurement of Concrete Temperature , 2012 .

[19]  Su-Won Yoon,et al.  Diligence and Indolence Management System for Specialty Contractor on Construction Site -Using GPS of Smart Phone- , 2012 .

[20]  Do-Heon Lee,et al.  Application for Measurement of Curing Temperature of Concrete in a Construction Site using a Wireless Sensor Network , 2011 .

[21]  Chih-Yuan Chang,et al.  Implementing RFIC and sensor technology to measure temperature and humidity inside concrete structures , 2012 .

[22]  Ramón González Carvajal,et al.  Compact Embedded Wireless Sensor-Based Monitoring of Concrete Curing , 2018, Sensors.

[23]  Dahai Huang,et al.  Application of distributed temperature sensing for cracking control of mass concrete , 2019, Construction and Building Materials.

[24]  Mi Jeong Kim,et al.  Construction defect management using a telematic digital workbench , 2009 .

[25]  Amir H. Behzadan,et al.  Smartphone-based construction workers' activity recognition and classification , 2016 .

[26]  Changyoon Kim,et al.  On-site construction management using mobile computing technology , 2013 .

[27]  Gwang-Hee Kim,et al.  Mass Concrete Curing Management Based on Ubiquitous Computing , 2006, Comput. Aided Civ. Infrastructure Eng..

[28]  Zhen Yang,et al.  Research on Construction Workers’ Activity Recognition Based on Smartphone , 2018, Sensors.