journal article·2021-10-14Open access

Development of a User-Centric Bridge Visual Defect Quality Control Assisted Mobile Application: A Case of Thailand’s Department of Highways

Pravee Kruachottikul, Nagul Cooharojananone, Gridsada Phanomchoeng, Kittikul Kovitanggoon

Applied Sciences· Volume 11· Issue 20

Abstract

Digital innovations have changed the way many industries operate, but the construction industry has been slow to adopt these technologies. However, challenges such as low productivity, project overruns, labor shortages, and inefficient performance management have motivated Thailand’s Department of Highways to adopt digital innovations to build a competitive advantage. Because this industry requires a large work force, obstacles to collaboration can result in ineffective project management. We aimed to improve collaboration on bridge inspections that typically requires the involvement of many people, personal judgement, and extensive travel to survey bridges across the country. One major challenge is to standardize human judgement. To address these challenges, we developed a user-centric bridge visual defect quality control mobile application to improve collaboration and assist field technicians to conduct visual defect inspection. Our results can be used as a case study for other construction firms to embrace digital transformation technologies. This research also demonstrates the new-product development process using the new technology in known markets innovation development and technology acceptance model. We offer several recommendations for future research, including other infrastructure applications.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: BIM and Construction Integration · Construction Project Management and Performance · Infrastructure Maintenance and Monitoring

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

University Technology Center (UTC), Chulalongkorn University, Bangkok 10330, Thailand

Department of Mathematics and Computer Science Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand

Department of Mechanical Engineering Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand

Wireless Communication Ecosystem Research Unit, Chulalongkorn University, Bangkok 10330, Thailand

References (28)

Show source-provided references
1. Sakarin, S., and Phanomchoeng, G. (2021, January 19–21). The Development of Car Tracking System for Car Sharing Business by Using OBD-II Port. Proceedings of the 2021 International Symposium on Electrical, Electronics and Information Engineering (ISEEIE 2021), Seoul, South Korea.10.1145/3459104.3459134 ↗
2. (2018). Global Digital Transformation on the Building and Construction Sector, Forecast to 2025, Frost & Sullivan.
3. Can technology improve routine visual bridge inspections?10.1680/jbren.12.00022 ↗
4. An Appraisal into the Potential Application of Big Data in the Construction Industry10.11113/ijbes.v5.n2.274 ↗
5. Condition Assessment by Visual Inspection for a Bridge Management System10.1111/j.1467-8667.2005.00379.x ↗
6. Kruachottikul, P., Cooharojananone, N., Phanomchoeng, G., Wongsanao, K., Thabsuwan, S., Suwannatrai, K., Pongsuttisatta, W., Ganyaporngul, S., Kovitanggoon, K., and Vajarodaya, N. (2021, January 23–26). Construction Process Quality Control Assisted Mobile Application. Proceedings of the 2021 IEEE 8th International Conference on Industrial Engineering and Applications, Chengdu, China.10.1109/ICIEA52957.2021.9436699 ↗
7. Kruachottikul, P., Cooharojananone, N., Phanomchoeng, G., Chavarnakul, T., Kovitanggoon, K., and Trakulwaranont, D. (2021). Deep learning-based visual defect-inspection system for reinforced concrete bridge substructure: A case of Thailand’s department of highways. J. Civ. Struct. Health Monit.10.1007/s13349-021-00490-z ↗
8. Dong, C., Li, L., Yan, J., Zhang, Z., Pan, H., and Catbas, F.N. (2021). Pixel-Level Fatigue Crack Segmentation in Large-Scale Images of Steel Structures Using an Encoder–Decoder Network. Sensors, 21.10.3390/s21124135 ↗
9. (2018). Global Status Report on Road Safety 2018: Summary, World Health Organization.
10. Brysse, D. (2010). Non-Destructive Evaluation of Reinforced Concrete Structures, Woodhead Publishing.
11. The effects of collaboration on performance: A multilevel validation in project teams
12. Bond-Barnard, T., Fletcher, L., and Steyn, H. (2016). Exploring the influence of instant messaging and video conferencing on the quality of project communication. Acta Structilia, 23.10.18820/24150487/as23i1.2 ↗
13. Determinants for external communications of IT project managers10.1016/S0263-7863(02)00053-4 ↗
14. Wright, J.D. (2015). Computer Mediated Communication. International Encyclopedia of the Social & Behavioral Sciences, Elsevier. [2nd ed.].
15. Emergent trends and passing fads in project management research: A scientometric analysis of changes in the field10.1016/j.ijproman.2014.04.011 ↗
16. Cloud computing in construction industry: Use cases, benefits and challenges10.1016/j.autcon.2020.103441 ↗
17. Designs and Implementations of Automated Systems for Pavement Surface Distress Survey10.1061/(ASCE)1076-0342(2000)6:1(24) ↗
18. Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments10.1016/j.aei.2012.06.005 ↗
19. Medina, R., Gómez-García-Bermejo, J., and Zalama, E. (2010, January 25–27). Automated Visual Inspection of Road Surface Cracks. Proceedings of the 27th ISARC, Bratislava, Slovakia.10.22260/ISARC2010/0017 ↗
20. Achievements and Challenges in Machine Vision-Based Inspection of Large Concrete Structures10.1260/1369-4332.17.3.303 ↗
21. Detection of large-scale concrete columns for automated bridge inspection10.1016/j.autcon.2010.07.016 ↗
22. Stage-Gate Process for New Product Success
23. Ries, E. (2011). The Lean Startup: How Today’s Entrepreneurs Use Continuous Innovation to Create Radically Successful Businesses, Crown Business.
24. Praima, C. (2000). Human Centered Design Innovation, Institute of Design, IIT Technology, Chulalongkorn University.
25. User Acceptance of Information Technology: Toward a Unified View10.2307/30036540 ↗
26. Reactnative.dev (2021, April 12). React Native. Available online: www.reactnative.dev.
27. Expo.io (2021, April 12). Expo Notification API. Available online: www.expo.io/versions/latest/sdk/notifications.
28. Apple (2021, April 12). Apple Push Notification. Available online: www.developer.apple.com/notifications.