Construction Research Congress 2020
A Cyber-Physical System for Multi-Roller Control in Mega Infrastructure Projects
Publication: Construction Research Congress 2020: Project Management and Controls, Materials, and Contracts
ABSTRACT
In mega civil and infrastructure projects such as dams, airports, and expressways, multiple rollers are usually used to simultaneously compact the same work zone to accelerate the construction progress. Quality control in such a multi-roller compaction scenario is a demanding task because it requires collaborative control of the roller fleet to enable the right type of roller to compact the right position at the right time with the right compaction parameters. Traditional intelligent compaction is mainly devised for single roller, and hence falls short of multi-roller control that requires real-time information sharing between rollers. To enable the collaborative control of a roller fleet, a cyber-physical system has been developed for multi-roller compaction monitoring. This paper systematically illustrates the system architecture by dividing the system into five modules, i.e., data collection module, wireless communication module, cloud-based data processing module, feedback control module, and monitoring client. The corresponding managerial mechanism based on the system is explained, which can enable effective information sharing between multiple rollers and different project stakeholders. Two case studies have been carried out respectively in a concrete slab rockfill dam project and an asphalt expressway project in China. In each case, the specific implementation workflow is introduced, and the results are analyzed. The results demonstrate effectiveness of the developed cyber-physical system in compaction process control and thus ensuring compaction quality.
Get full access to this article
View all available purchase options and get full access to this chapter.
ACKNOWLEDGEMENT
This research was supported by the National Key Research and Development Program of China (No. 51679164, No.51979189). The authors acknowledge the support of Zhilei Liu, Huanxin Wang, and Peng Yang in the case studies.
REFERENCES
Anderegg, R., von Felten, D.A., and Kaufmann, K. (2006). "Compaction Monitoring Using Intelligent Soil Compactors." 1-6.
DYNAPAC. (2003). "DYNAPAC compaction equipment compaction analyzer." 2019(7-13).
Hennion, J. (2009). "SAKAI's Intelligent Compaction System Proving Success." 2019(7-13).
Liu, D., Chen, J., and Li, S. (2019). "Collaborative operation and real-time control of roller fleet for asphalt pavement compaction." Automat. Constr., 98 16-29.
Liu, D., Lin, M., and Li, S. (2016). "Real-Time Quality Monitoring and Control of Highway Compaction." Automat. Constr., 62 114-123.
Mooney, M.A., and Rinehart, R.V. (2007). "Field Monitoring of Roller Vibration during Compaction of Subgrade Soil." J. Geotech. Geoenviron., 133(3), 257-265.
Mooney, M.A., and Rinehart, R.V. (2009). "In Situ Soil Response to Vibratory Loading and Its Relationship to Roller-Measured Soil Stiffness." J. Geotech. Geoenviron., 135(8), 1022-1031.
Oloufa, A.A. (2002). "Quality control of asphalt compaction using GPS-based system architecture." IEEE Robot. Autom. Mag., 9(1), 29-35.
Zhong, D., Cui, B., Liu, D., and Tong, D. (2009). "Theoretical research on construction quality real-time monitoring and system integration of core rockfill dam." Science in China Series E: Technological Sciences, 52(11), 3406-3412.
Zhong, D., Liu, D., and Cui, B. (2011). "Real-time compaction quality monitoring of high core rockfill dam." Science China Technological Sciences, 54(7), 1906-1913.
Information & Authors
Information
Published In
Construction Research Congress 2020: Project Management and Controls, Materials, and Contracts
Pages: 418 - 426
Editors: David Grau, Ph.D., Arizona State University, Pingbo Tang, Ph.D., Arizona State University, and Mounir El Asmar, Ph.D., Arizona State University
ISBN (Online): 978-0-7844-8288-9
Copyright
© 2020 American Society of Civil Engineers.
History
Published online: Nov 9, 2020
Published in print: Nov 9, 2020
Authors
Metrics & Citations
Metrics
Citations
Download citation
If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.