Smart Automated Fault Detection for Improved Road Maintenance Planning in Australia

Edited book (chapter)

Brisolin, Jacob, Nguyen, Andy, Ullah, Fahim, Bourke, Allan, Khuc, Tung and Nsanabo, Vivien. 2022. "Smart Automated Fault Detection for Improved Road Maintenance Planning in Australia." Guan, Hong, Chan, Tommy H. T. and Li, Jianchun (ed.) Recent Advances in Structural Health Monitoring Research in Australia. New York, United States. Nova Science Publishers. pp. 245-278
Chapter Title

Smart Automated Fault Detection for Improved Road Maintenance Planning in Australia

Book Chapter CategoryEdited book (chapter)
ERA Publisher ID2797
Book TitleRecent Advances in Structural Health Monitoring Research in Australia
AuthorsBrisolin, Jacob (Author), Nguyen, Andy (Author), Ullah, Fahim (Author), Bourke, Allan (Author), Khuc, Tung (Author) and Nsanabo, Vivien (Author)
EditorsGuan, Hong, Chan, Tommy H. T. and Li, Jianchun
Page Range245-278
SeriesCivil Engineering and Architecture
Chapter Number8
Number of Pages34
Year2022
PublisherNova Science Publishers
Place of PublicationNew York, United States
ISBN9781685077419
9781685076092
Digital Object Identifier (DOI)https://doi.org/10.52305/QHVI3457
Web Address (URL)https://novapublishers.com/shop/recent-advances-in-structural-health-monitoring-research-in-australia/
Abstract

All assets deteriorate with time requiring regular maintenance and management. Asset management attempts to monitor and react to this deterioration to deliver the expected levels of service. However, current road asset management techniques are highly reactive and unable to thoroughly analyse the holistic environment and associated effects. The massive footprints of road networks make checking every road segment an impossible task for the asset inspectors. This chapter addresses this issue in the context of an Australian local government area (LGA) by using commonly available technologies. The technologies in focus include geographical mapping systems and mobile phones with remote access to cloud databases and image capturing capability. The inspectors and assessors can automatically detect road faults by integrating these tools coupled with image processing and artificial intelligence (AI). This is possible using image submissions by public members taken from smartphones, enabling a smart and cost-effective automated road fault detection system. In this chapter, we collected 863 photos of road surfaces across an LGA using a mobile photo capturing application. These photos were subdivided to construct a database of 12,598 images containing pavement cracking and unrelated objects visible from the road reserves. Next, the collected images were subjected to classification using deep learning for automated fault detection. The results of this chapter show that implementing this fault detection procedure into a common engineering software such as MATLAB achieved a validation accuracy of 95%. This was independent of the technical background or programming knowledge of the road users as data collectors. Finally, an integration framework to incorporate this smart tool into a standard asset management framework has been provided to improve current road asset maintenance planning and management practices in Australia.

KeywordsAsset Management, Automated Fault Detection, Road Fault, Artificial Intelligence, Deep Learning, Mobile Application, Road Users
ANZSRC Field of Research 2020400510. Structural engineering
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Byline AffiliationsUniversity of Southern Queensland
Hanoi University of Civil Engineering, Vietnam
Brisbane City Council, Australia
Institution of OriginUniversity of Southern Queensland
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Assessing Rainwater Harvesting Potential in Urban Areas: A Building Information Modelling (BIM) Approach
Maqsoom, Ahsen, Aslam, Bilal, Ismail, Sharjeel, Thaheem, Muhammad Jamaluddin, Ullah, Fahim, Zahoor, Hafiz, Musarat, Muhammad Ali and Vatin, Nikolai Ivanovich. 2021. "Assessing Rainwater Harvesting Potential in Urban Areas: A Building Information Modelling (BIM) Approach." Sustainability. 13 (22), pp. 1-21. https://doi.org/10.3390/su132212583
Comparative study of damage detection in symmetric and asymmetric buildings
Wang, Y., Thambiratnam, D. P., Chan, T. H. T. and Nguyen, A.. 2017. "Comparative study of damage detection in symmetric and asymmetric buildings." Motavalli, Masoud, Ilki, Alper, Havranek, Bernadette and Inci, Pinar (ed.) 4th Conference on Smart Monitoring, Assessment and Rehabilitation of Civil Structures (SMAR 2017). Zurich, Switzerland 13 - 15 Sep 2017 Zurich, Switzerland.
Deterioration sensitive feature using enhanced AR Model residuals
Monavari, Benyamin, Chan, Tommy H. T., Nguyen, Andy and Thambiratnam, David P.. 2017. "Deterioration sensitive feature using enhanced AR Model residuals." Motavalli, Masoud, Ilki, Alper, Havranek, Bernadette and Inci, Pinar (ed.) 4th Conference on Smart Monitoring, Assessment and Rehabilitation of Civil Structures (SMAR 2017). Zurich, Switzerland 13 - 15 Sep 2017 Zurich, Switzerland.
Assessing Nitrate Contamination Risks in Groundwater: A Machine Learning Approach
Awais, Muhammad, Aslam, Bilal, Maqsoom, Ahsen, Khalil, Umer, Ullah, Fahim, Azam, Sheheryar and Imran, Muhammad. 2021. "Assessing Nitrate Contamination Risks in Groundwater: A Machine Learning Approach." Applied Sciences. 11 (21), pp. 1-21. https://doi.org/10.3390/app112110034
Effects of COVID‐19 on the Australian economy: insights into the mobility and unemployment rates in education and tourism sectors
Munawar, Hafiz Suliman, Khan, Sara Imran, Ullah, Fahim, Kouzani, Abbas Z. and Mahmud, M. A. Parvez. 2021. "Effects of COVID‐19 on the Australian economy: insights into the mobility and unemployment rates in education and tourism sectors." Sustainability. 13 (20), pp. 1-18. https://doi.org/10.3390/su132011300
Towards smart healthcare: UAV-based optimized path planning for delivering COVID-19 self-testing kits using cutting edge technologies
Munawar, Hafiz Suliman, Inam, Hina, Ullah, Fahim, Qayyum, Siddra, Kouzani, Abbas Z. and Mahmud, M. A. Parvez. 2021. "Towards smart healthcare: UAV-based optimized path planning for delivering COVID-19 self-testing kits using cutting edge technologies." Sustainability. 13 (18), pp. 1-21. https://doi.org/10.3390/su131810426
UAV based spatiotemporal analysis of the 2019–2020 New South Wales bushfires
Ullah, Fahim, Khan, Sara Imran, Munawar, Hafiz Suliman, Qadir, Zakria and Qayyum, Siddra. 2021. "UAV based spatiotemporal analysis of the 2019–2020 New South Wales bushfires." Sustainability. 13, pp. 1-35. https://doi.org/10.3390/su131810207
Using multivariate regression and ANN models to predict properties of concrete cured under hot weather: a case of Rawalpindi Pakistan
Maqsoom, Ahsen, Aslam, Bilal, Gul, Muhammad Ehtisham, Ullah, Fahim, Kouzani, Abbas Z., Mahmud, M. A. Parvez and Nawaz, Adnan. 2021. "Using multivariate regression and ANN models to predict properties of concrete cured under hot weather: a case of Rawalpindi Pakistan." Sustainability. 13, pp. 1-28. https://doi.org/10.3390/su131810164
BIMp-chart — a global decision support system for measuring BIM implementation level in construction organizations
Malik, Qurratulain, Nasir, Abdur Rehman, Muhammad, Rabiah, Thaheem, Muhammad Jamaluddin, Ullah, Fahim, Khan, Khurram Iqbal Ahmad and Hassan, Muhammad Usman. 2021. "BIMp-chart — a global decision support system for measuring BIM implementation level in construction organizations." Sustainability. 13 (16), pp. 1-25. https://doi.org/10.3390/su13169270
Urban overheating assessment through prediction of surface temperatures: a case study of Karachi, Pakistan
Aslam, Bilal, Maqsoom, Ahsen, Khalid, Nauman, Ullah, Fahim and Sepasgozar, Samad. 2021. "Urban overheating assessment through prediction of surface temperatures: a case study of Karachi, Pakistan." ISPRS International Journal of Geo-Information. 10 (8), pp. 1-22. https://doi.org/10.3390/ijgi10080539
UAVs in disaster management: application of integrated aerial Imagery and convolutional neural network for flood detection
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra, Khan, Sara Imran and Mojtahedi, Mohammad. 2021. "UAVs in disaster management: application of integrated aerial Imagery and convolutional neural network for flood detection." Sustainability. 13 (14), pp. 1-22. https://doi.org/10.3390/su13147547
A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities
Ullah, Fahim and Al-Turjman, Fadi. 2023. "A conceptual framework for blockchain smart contract adoption to manage real estate deals in smart cities." Neural Computing and Applications. 35 (7), p. 5033–5054. https://doi.org/10.1007/s00521-021-05800-6
Investigating the flood damages in Lower Indus Basin since 2000: spatiotemporal analyses of the major flood events
Atif, Salman, Umar, Muhammad and Ullah, Fahim. 2021. "Investigating the flood damages in Lower Indus Basin since 2000: spatiotemporal analyses of the major flood events." Natural Hazards. 108, pp. 2357-2383. https://doi.org/10.1007/s11069-021-04783-w
Risk management in sustainable smart cities governance: a TOE framework
Ullah, Fahim, Qayyum, Siddra, Thaheem, Muhammad Jamaluddin, Al-Turjman, Fadi and Sepasgozar, Samad M.E.. 2021. "Risk management in sustainable smart cities governance: a TOE framework." Technological Forecasting and Social Change. 167. https://doi.org/10.1016/j.techfore.2021.120743
Advertising through UAVs: Optimized path system for delivering smart real‐estate advertisement materials
Ullah, Fahim, Al-Turjman, Fadi, Qayyum, Siddra, Inam, Hina and Imran, Muhammad. 2021. "Advertising through UAVs: Optimized path system for delivering smart real‐estate advertisement materials." International Journal of Intelligent Systems. 36 (7), pp. 3429-3463. https://doi.org/10.1002/int.22422
Modelling users’ perception of the online real estate platforms in a digitally disruptive environment: an integrated KANO-SISQual approach
Ullah, Fahim, Sepasgozar, Samad M.E., Shiwrozhan, Sara and Davis, Steven. 2021. "Modelling users’ perception of the online real estate platforms in a digitally disruptive environment: an integrated KANO-SISQual approach." Telematics and Informatics. 63. https://doi.org/10.1016/j.tele.2021.101660
Predicting elastic modulus degradation of alkali silica reaction affected concrete using soft computing techniques: a comparative study
Yu, Yang, Nguyen, Thuc N., Li, Jianchun, Sanchez, Leandro F. M. and Nguyen, Andy. 2021. "Predicting elastic modulus degradation of alkali silica reaction affected concrete using soft computing techniques: a comparative study." Construction and Building Materials. 274, pp. 1-21. https://doi.org/10.1016/j.conbuildmat.2020.122024
Application of deep learning on UAV-based aerial images for flood detection
Munawar, Hafiz Suliman, Ullah, Fahim, Qayyum, Siddra and Heravi, Amirhossein. 2021. "Application of deep learning on UAV-based aerial images for flood detection." Smart Cities. 4 (3), pp. 1220-1243. https://doi.org/10.3390/smartcities4030065
A beginner’s guide to developing review-based conceptual frameworks in the built environment
Ullah, Fahim. 2021. "A beginner’s guide to developing review-based conceptual frameworks in the built environment." Architecture. 1 (1), pp. 5-24. https://doi.org/10.3390/architecture1010003
Best Value Contractor Selection in Road Construction Projects: ANP-Based Decision Support System
Hasnain, Muhammad, Thaheem, Muhammad Jamaluddin and Ullah, Fahim. 2018. "Best Value Contractor Selection in Road Construction Projects: ANP-Based Decision Support System." International Journal of Civil Engineering. 16 (6), pp. 695-714. https://doi.org/10.1007/s40999-017-0199-2
Concession period of public private partnership projects: industry–academia gap analysis
Ullah, Fahim and Thaheem, Muhammad Jamaluddin. 2018. "Concession period of public private partnership projects: industry–academia gap analysis." The International Journal of Construction Management. 18 (5), pp. 418-429. https://doi.org/10.1080/15623599.2017.1333400
A systematic review of smart real estate technology: drivers of, and barriers to, the use of digital disruptive technologies and online platforms
Ullah, Fahim, Sepasgozar, Samad M.E. and Wang, Changxin. 2018. "A systematic review of smart real estate technology: drivers of, and barriers to, the use of digital disruptive technologies and online platforms." Sustainability. 10 (9), pp. 1-44. https://doi.org/10.3390/su10093142
System dynamics model to determine concession period of PPP infrastructure projects: overarching effects of critical success factors
Ullah, Fahim, Thaheem, Muhammad Jamaluddin, Sepasgozar, Samad M. E. and Forcada, Nuria. 2018. "System dynamics model to determine concession period of PPP infrastructure projects: overarching effects of critical success factors." Journal of Legal Affairs and Dispute Resolution in Engineering and Construction. 10 (4). https://doi.org/10.1061/(ASCE)LA.1943-4170.0000280
The performance gap in energy-efficient office buildings: how the occupants can help?
Ali, Qadeer, Thaheem, Muhammad Jamaluddin, Ullah, Fahim and Sepasgozar, Samad M. E.. 2020. "The performance gap in energy-efficient office buildings: how the occupants can help?" Energies. 13 (6). https://doi.org/10.3390/en13061480
Key factors influencing purchase or rent decisions in smart real estate investments: a system dynamics approach using online forum thread data
Ullah, Fahim and Sepasgozar, Samad M. E.. 2020. "Key factors influencing purchase or rent decisions in smart real estate investments: a system dynamics approach using online forum thread data." Sustainability. 12 (11), pp. 1-36. https://doi.org/10.3390/su12114382
Smart digital marketing capabilities for sustainable property development: a case of Malaysia
Low, Sheen, Ullah, Fahim, Shiwrozhan, Sara, Sepasgozar, Samad M. E. and Lee, Chyi Lin. 2020. "Smart digital marketing capabilities for sustainable property development: a case of Malaysia." Sustainability. 12 (13), pp. 1-40. https://doi.org/10.3390/su12135402
Contingency release during project execution: the contractor’s decision-making dilemma
Ayub, Bilal, Thaheem, Muhammad Jamaluddin and Ullah, Fahim. 2019. "Contingency release during project execution: the contractor’s decision-making dilemma." Project Management Journal. 50 (6), pp. 734-748. https://doi.org/10.1177/8756972819848250
Six Sigma in construction: a review of critical success factors
Qayyum Siddiqui, Siddra, Ullah, Fahim, Thaheem, Muhammad Jamaluddin and Gabriel, Hamza Farooq. 2016. "Six Sigma in construction: a review of critical success factors." International Journal of Lean Six Sigma. 7 (2), pp. 171-186. https://doi.org/10.1108/ijlss-11-2015-0045
Labor Productivity Assessment Using Activity Analysis on Semi High-Rise Building Projects in Pakistan
Sheikh, Noaman Akbar, Ullah, Fahim, Ayub, Bilal and Thaheem, Muhammad Jamaluddin. 2017. "Labor Productivity Assessment Using Activity Analysis on Semi High-Rise Building Projects in Pakistan." Engineering Journal. 21 (4), pp. 273-286. https://doi.org/10.4186/ej.2017.21.4.273
Influence of Six Sigma on project success in construction industry of Pakistan
Ullah, Fahim, Thaheem, Muhammad Jamaluddin, Qayyum Siddiqui, Siddra and Khurshid, Muhammad Bilal. 2017. "Influence of Six Sigma on project success in construction industry of Pakistan." The TQM Journal. 29 (2), pp. 276-309. https://doi.org/10.1108/TQM-11-2015-0136
Examining the impact of students’ attendance, sketching, visualization, and tutors experience on students’ performance: a case of building structures course in construction management
Ullah, Fahim, Sepasgozar, Samad, Tahmasebinia, Faham, Sepasgozar, Saleh Mohammad Ebrahimzadeh and Davis, Steven. 2020. "Examining the impact of students’ attendance, sketching, visualization, and tutors experience on students’ performance: a case of building structures course in construction management." Construction Economics and Building. 20 (3), pp. 78-102. https://doi.org/10.5130/AJCEB.v20i3.7056
Competitiveness in the construction industry: A contractor’s perspective on barriers to improving the construction industry performance
Azeem, Moazzam, Ullah, Fahim, Thaheem, Muhammad J. and Qayyum, Siddra. 2020. "Competitiveness in the construction industry: A contractor’s perspective on barriers to improving the construction industry performance." Journal of Construction Engineering, Management & Innovation. 3 (3), pp. 193-219. https://doi.org/10.31462/jcemi.2020.03193219
Empirical evidence of extension of time in construction projects
Shabbar, Haroon, Ullah, Fahim, Ayub, Bilal, Thaheem, Muhammad Jamaluddin and Gabriel, Hamza Farooq. 2017. "Empirical evidence of extension of time in construction projects." Journal of Legal Affairs and Dispute Resolution in Engineering and Construction. 9 (3). https://doi.org/10.1061/(ASCE)LA.1943-4170.0000217
It's all about perceptions: A DEMATEL approach to exploring user perceptions of real estate online platforms
Ullah, Fahim, Sepasgozar, Samad M. E., Thaheem, Muhammad Jamaluddin, Wang, Changxin Cynthia and Imran, Muhammad. 2021. "It's all about perceptions: A DEMATEL approach to exploring user perceptions of real estate online platforms." Ain Shams Engineering Journal. 12 (4), pp. 4297-4317. https://doi.org/10.1016/j.asej.2021.04.023
Addressing disasters in smart cities through UAVs path planning and 5G communications: A systematic review
Qadir, Zakria, Ullah, Fahim, Munawar, Hafiz Suliman and Al-Turjman, Fadi. 2021. "Addressing disasters in smart cities through UAVs path planning and 5G communications: A systematic review." Computer Communications. 168, pp. 114-135. https://doi.org/10.1016/j.comcom.2021.01.003
Managing smart cities through six sigma DMADICV method: A review-based conceptual framework
Qayyum, Siddra, Ullah, Fahim, Al-Turjman, Fadi and Mojtahedi, Mohammad. 2021. "Managing smart cities through six sigma DMADICV method: A review-based conceptual framework." Sustainable Cities and Society. 72, pp. 1-19. https://doi.org/10.1016/j.scs.2021.103022
A review of public-private partnership: critical factors of concession period
Ullah, Fahim, Ayub, Bilal, Qayyum, Siddra and Thaheem, Muhammad Jamaluddin. 2016. "A review of public-private partnership: critical factors of concession period." Journal of Financial Management of Property and Construction. 21 (3), pp. 269-300. https://doi.org/10.1108/JFMPC-02-2016-0011
Effect of Deck Modelling Approaches on the Dynamic Analysis of a Cable-Stayed Bridge for Structural Health Monitoring
Sharry, Thomas, Guan, Hong, Nguyen, Andy, Hoang, Nam and Oh, Erwin. 2021. "Effect of Deck Modelling Approaches on the Dynamic Analysis of a Cable-Stayed Bridge for Structural Health Monitoring." Fifth Australasian Conference on Computational Mechanics (ACCM 2021). Sydney, Australia 13 - 15 Dec 2021 Australia. https://doi.org/10.26183/t5jn-8y77
Structural Deterioration Localisation Using Enhanced Autoregressive Time-Series Analysis
Monavari, Benyamin, Chan, Tommy H. T., Nguyen, Andy, Thambiratnam, David P. and Nguyen, Khac-Duy. 2020. "Structural Deterioration Localisation Using Enhanced Autoregressive Time-Series Analysis." International Journal of Structural Stability and Dynamics. 20 (10), pp. 2042013-1-2042013-27. https://doi.org/10.1142/S0219455420420134
Locating and Quantifying Damage in Deck Type Arch Bridges Using Frequency Response Functions and Artificial Neural Networks
Jayasundara, N., Thambiratnam, D. P., Chan, T. H. T and Nguyen, A.. 2020. "Locating and Quantifying Damage in Deck Type Arch Bridges Using Frequency Response Functions and Artificial Neural Networks." International Journal of Structural Stability and Dynamics. 20 (10), pp. 2042010-1-2042010-25. https://doi.org/10.1142/S0219455420420109
A Nonparametric Method for Identifying Structural Damage in Bridges Based on the Best-Fit Auto-Regressive Models
Khuc, Tung, Nguyen, Phat Tien, Nguyen, Andy and Catbas, F. Necati. 2020. "A Nonparametric Method for Identifying Structural Damage in Bridges Based on the Best-Fit Auto-Regressive Models." International Journal of Structural Stability and Dynamics. 20 (10), pp. 1-17. https://doi.org/10.1142/S0219455420420122
Locating and Quantifying Damage in Beam-like Structures Using Modal Flexibility-based Deflection Changes
Le, N. T., Nguyen, A., Thambiratnam, D. P., Chan, T. H. T and Khuc, T.. 2020. "Locating and Quantifying Damage in Beam-like Structures Using Modal Flexibility-based Deflection Changes." International Journal of Structural Stability and Dynamics. 20 (10), pp. 2042008-1-2042008-20. https://doi.org/10.1142/S0219455420420080
Preface: Recent Research Advances on Structural Health Monitoring of Civil Engineering Structures
Chan, Tommy H. T., Li, Jun, Nguyen, Andy and Yu, Tao. 2020. "Preface: Recent Research Advances on Structural Health Monitoring of Civil Engineering Structures." International Journal of Structural Stability and Dynamics. 20 (10), pp. 2002002-1-2002002-3. https://doi.org/10.1142/S0219455420020022
Supervised damage and deterioration detection in building structures using an enhanced autoregressive time-series approach
Gharehbaghi, Vahid Reza, Nguyen, Andy, Farsangi, Ehsan Noroozinejad and Yang, T. Y.. 2020. "Supervised damage and deterioration detection in building structures using an enhanced autoregressive time-series approach." Journal of Building Engineering. 30, pp. 1-16. https://doi.org/10.1016/j.jobe.2020.101292
Assessment of flexural stiffness and load carrying capacity using substructural system
Jamali, S., Koo, K. Y., Chan, T. H. T., Nguyen, A. and Thambiratnam, D. P.. 2018. "Assessment of flexural stiffness and load carrying capacity using substructural system." Chan, Tommy and Mahini, Saeed (ed.) 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2017): Structural Health Monitoring in Real-World Application. Brisbane, Australia 05 - 08 Dec 2017 Red Hook, NY, USA.
Damage detection in arch bridges using vibration based damage detection techniques
Jayasundara, N., Thambiratnam, D. P., Chan, T. H. T. and Nguyen, A.. 2018. "Damage detection in arch bridges using vibration based damage detection techniques." Chan, Tommy and Mahini, Saeed (ed.) 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2017): Structural Health Monitoring in Real-World Application. Brisbane, Australia 05 - 08 Dec 2017 Red Hook, NY, USA.
Finite element model updating of civil engineering infrastructures: a literature review
Moravej, H., Jamali, S., Chan, T. H. T. and Nguyen, A.. 2018. "Finite element model updating of civil engineering infrastructures: a literature review." Chan, Tommy and Mahini, Saeed (ed.) 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2017): Structural Health Monitoring in Real-World Application. Brisbane, Australia 05 - 08 Dec 2017 Red Hook, NY, USA.
Time-series coefficient-based deterioration detection algorithm
Monavari, B., Chan, T. H. T., Nguyen, A. and Thambiratnam, D. P.. 2018. "Time-series coefficient-based deterioration detection algorithm." Chan, Tommy and Mahini, Saeed (ed.) 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2017): Structural Health Monitoring in Real-World Application. Brisbane, Australia 05 - 08 Dec 2017 Red Hook, NY, USA.
Damage quantification in beam-like structures from modal flexibility change
Le, N. T., Thambiratnam, D. P., Chan, T. H. T and Nguyen, A.. 2018. "Damage quantification in beam-like structures from modal flexibility change." Chan, Tommy and Mahini, Saeed (ed.) 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2017): Structural Health Monitoring in Real-World Application. Brisbane, Australia 05 - 08 Dec 2017 Red Hook, NY, USA.
Damage detection and quantification in deck type arch bridges using vibration based methods and artificial neural networks
Jayasundara, N., Thambiratnam, D. P., Chan, T. H. T. and Nguyen, A.. 2020. "Damage detection and quantification in deck type arch bridges using vibration based methods and artificial neural networks." Engineering Failure Analysis. 109, pp. 1-19. https://doi.org/10.1016/j.engfailanal.2019.104265
Toward efficacy of piecewise polynomial truncated singular value decomposition algorithm in moving force identification
Chen, Zhen, Qin, Lifeng, Zhao, Shunbo, Chan, Tommy H. T. and Nguyen, Andy. 2019. "Toward efficacy of piecewise polynomial truncated singular value decomposition algorithm in moving force identification." Advances in Structural Engineering: an international journal. 22 (12), pp. 2687-2698. https://doi.org/10.1177/1369433219849817
Damage assessment of concrete gravity dams using vibration characteristics
Le, N. T., Thambiratnam, D. P., Chan, T. H. T., Nguyen, A. and Huynh, B. K .T.. 2016. "Damage assessment of concrete gravity dams using vibration characteristics." Zingoni, Alphose (ed.) 6th International Conference on Structural Engineering, Mechanics and Computation: Insights and Innovations in Structural Engineering, Mechanics and Computation (SEMC 2016). Cape Town, South Africa 05 - 07 Sep 2016 London, United Kingdom.
Useful tips for automated model updating of medium rise buildings
Kodikara, K. A. T. L, Chan, T. H. T., Nguyen, A. and Thambiratnam, D. P.. 2017. "Useful tips for automated model updating of medium rise buildings." Hao, Hong and Zhang, Chunwei (ed.) 24th Australasian Conference on the Mechanics of Structures and Materials (ACMSM24). Perth, Australia 06 - 09 Dec 2016 United Kingdom.
Output-only modal testing and monitoring of civil engineering structures: instrumentation and test management
Nguyen, A., Chan, T. H. T., Thambiratnam, D. P., Kodikara, K. T. L., Le, N. T. and Jamali, S.. 2018. "Output-only modal testing and monitoring of civil engineering structures: instrumentation and test management." Chan, Tommy and Mahini, Saeed (ed.) 8th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII 2017): Structural Health Monitoring in Real-World Application. Brisbane, Australia 05 - 08 Dec 2017 Red Hook, NY, USA.
Vibration-based dual-criteria approach for damage detection in arch bridges
Jayasundara, Nirmani, Thambiratnam, David, Chan, Tommy and Nguyen, Andy. 2019. "Vibration-based dual-criteria approach for damage detection in arch bridges." Structural Health Monitoring: an international journal. 18 (5-6), pp. 2004-2019. https://doi.org/10.1177/1475921718810011
Special issue: real world application of SHM in Australia
Nguyen, Andy, Chan, Tommy H. T. and Zhu, Xinqun. 2019. "Special issue: real world application of SHM in Australia." Structural Health Monitoring: an international journal. 18 (1), pp. 3-4. https://doi.org/10.1177/1475921718823980
Identification of vehicle axle loads from bridge responses using preconditioned least square QR-factorization algorithm
Chen, Zhen, Chan, Tommy H.T., Nguyen, Andy and Yu, Ling. 2019. "Identification of vehicle axle loads from bridge responses using preconditioned least square QR-factorization algorithm." Mechanical Systems and Signal Processing. 128, pp. 479-496. https://doi.org/10.1016/j.ymssp.2019.03.043
A new method for locating and quantifying damage in beams from static deflection changes
Le, N. T., Thambiratnam, D. P., Nguyen, A. and Chan, T. H. T. 2019. "A new method for locating and quantifying damage in beams from static deflection changes." Engineering Structures. 180, pp. 779-792. https://doi.org/10.1016/j.engstruct.2018.11.071
Model updating of real structures with ambient vibration data
Kodikara, K. A. T. L., Chan, T. H. T., Nguyen, T. and Thambiratnam, D. P.. 2016. "Model updating of real structures with ambient vibration data." Journal of Civil Structural Health Monitoring. 6 (3), pp. 329-341. https://doi.org/10.1007/s13349-016-0178-3
Development of a cost-effective and flexible vibration DAQ system for long-term continuous structural health monitoring
Nguyen, Theanh, Chan, Tommy H. T., Thambiratnam, David P. and King, Les. 2015. "Development of a cost-effective and flexible vibration DAQ system for long-term continuous structural health monitoring." Mechanical Systems and Signal Processing. 64-65, pp. 313-324. https://doi.org/10.1016/j.ymssp.2015.04.003
Synergic identification of prestress force and moving load on prestressed concrete beam based on virtual distortion method
Xiang, Ziru, Chan, Tommy H. T., Thambiratnam, David P. and Nguyen, Theanh. 2016. "Synergic identification of prestress force and moving load on prestressed concrete beam based on virtual distortion method." Smart Structures and Systems. 17 (6), pp. 917-933. https://doi.org/10.12989/sss.2016.17.6.917
Structural Deterioration Detection Using Enhanced Autoregressive Residuals
Monavari, Benyamin, Chan, Tommy H. T., Nguyen, Andy and Thambiratnam, David P.. 2018. "Structural Deterioration Detection Using Enhanced Autoregressive Residuals." International Journal of Structural Stability and Dynamics. 18 (12), pp. 1-19. https://doi.org/10.1142/S0219455418501602
Model updating incorporating measured response uncertainties and confidence levels of tuning parameters
Kodikara, K.A. Tharindu L., Chan, Tommy H.T., Nguyen, Andy and Thambiratnam, David P.. 2016. "Model updating incorporating measured response uncertainties and confidence levels of tuning parameters." International Journal of Lifecycle Performance Engineering. 2 (1/2), pp. 61-78. https://doi.org/10.1504/IJLCPE.2016.082712
Prestress evaluation in prestressed concrete plate-like structures
Pathirage, Thisara S., Chan, Tommy H. T., Thambiratnam, David P., Nguyen, Andy and Moragaspitiya, H. N. P.. 2018. "Prestress evaluation in prestressed concrete plate-like structures." International Journal of Lifecycle Performance Engineering. 2 (3/4), pp. 127-143. https://doi.org/10.1504/IJLCPE.2018.094855
Damage identification in a complex truss structure using modal characteristics correlation method and sensitivity-weighted search space
Nguyen, Khac-Duy, Chan, Tommy H. T., Thambiratnam, David P. and Nguyen, Andy. 2019. "Damage identification in a complex truss structure using modal characteristics correlation method and sensitivity-weighted search space." Structural Health Monitoring: an international journal. 18 (1), pp. 49-65. https://doi.org/10.1177/1475921718809471
Reliability-based load carrying capacity assessment of bridges using structural health monitoring and nonlinear analysis
Jamali, Shojaeddin, Chan, Tommy H. T., Nguyen, Andy and Thambiratnam, David P.. 2019. "Reliability-based load carrying capacity assessment of bridges using structural health monitoring and nonlinear analysis." Structural Health Monitoring: an international journal. 18 (1), pp. 20-34. https://doi.org/10.1177/1475921718808462
Deterioration assessment of buildings using an improved hybrid model updating approach and long-term health monitoring data
Nguyen, Andy, Kodikara, K. A. Tharindu Lakshitha, Chan, Tommy H. T. and Thambiratnam, David P.. 2019. "Deterioration assessment of buildings using an improved hybrid model updating approach and long-term health monitoring data." Structural Health Monitoring: an international journal. 18 (1), pp. 5-19. https://doi.org/10.1177/1475921718799984
Vibration characteristics and damage detection in a suspension bridge
Wickramasinghe, Wasanthi R., Thambiratnam, David P., Chan, Tommy H. T. and Nguyen, Theanh. 2016. "Vibration characteristics and damage detection in a suspension bridge." Journal of Sound and Vibration. 375, pp. 254-274. https://doi.org/10.1016/j.jsv.2016.04.025
Capacity Estimation of Beam-Like Structures Using Substructural Method
Jamali, Shojaeddin, Chan, Tommy H. T., Koo, Ki-Young, Nguyen, Andy and Thambiratnam, David P.. 2018. "Capacity Estimation of Beam-Like Structures Using Substructural Method." International Journal of Structural Stability and Dynamics. 18 (12), pp. 1-17. https://doi.org/10.1142/S0219455418501626
Moving force identification based on modified preconditioned conjugate gradient method
Chen, Zhen, Chan, Tommy H. T. and Nguyen, Andy. 2018. "Moving force identification based on modified preconditioned conjugate gradient method." Journal of Sound and Vibration. 423, pp. 100-117. https://doi.org/10.1016/j.jsv.2017.11.034
Method development of damage detection in asymmetric buildings
Wang, Yi, Thambiratnam, David P., Chan, Tommy H.T. and Nguyen, Andy. 2018. "Method development of damage detection in asymmetric buildings." Journal of Sound and Vibration. 413, pp. 41-56. https://doi.org/10.1016/j.jsv.2017.10.015
Prestress and excitation force identification in a prestressed concrete box–girder bridge
Xiang, Ziru, Chan, Tommy H. T., Thambiratnam, David P. and Nguyen, Andy. 2017. "Prestress and excitation force identification in a prestressed concrete box–girder bridge." Computers and Concrete. 20 (5), pp. 617-625. https://doi.org/10.12989/cac.2017.20.5.617
Toward effective structural identification of medium-rise building structures
Nguyen, A., Kodikara, K. A. T. L., Chan, T. H. T. and Thambiratnam, D. P.. 2018. "Toward effective structural identification of medium-rise building structures." Journal of Civil Structural Health Monitoring. 8 (1), pp. 63-75. https://doi.org/10.1007/s13349-017-0259-y
Modelling techniques for structural evaluation for bridge assessment
Jamali, Shojaeddin, Chan, Tommy H. T., Nguyen, Andy and Thambiratnam, David P.. 2018. "Modelling techniques for structural evaluation for bridge assessment." Journal of Civil Structural Health Monitoring. 8 (2), pp. 271-283. https://doi.org/10.1007/s13349-018-0269-4
Damage detection in asymmetric buildings using vibration-based techniques
Wang, Y., Thambiratnam, D. P., Chan, T. H. T. and Nguyen, A.. 2018. "Damage detection in asymmetric buildings using vibration-based techniques." Structural Control and Health Monitoring. 25 (5), pp. 1-19. https://doi.org/10.1002/stc.2148