Osama Abdeljaber
Associate senior lecturer
Department of Building Technology
Faculty of Technology
My research groups
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Cross-Laminated Timber (CLT) Cross-Laminated Timber (CLT) is one of the newest research fields at the Department of Building Technology. It combines the broad, scientific knowledge from various…
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Strength Grading of Timber Timber exhibits large variations in mechanical properties, which makes grading of timber into appropriate strength classes important for the competitiveness towards other…
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Wood Building Technology The main direction of our research environment is wood building technology and applied mechanics. The research is to a large extent applied and is practised in close…
My ongoing research projects
Publications
Article in journal (Refereed)
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Abdeljaber, O., Habite, T., Olsson, A. (2023). Automatic estimation of annual ring profiles in Norway spruce timber boards using optical scanning and deep learning. Computers & structures. 275.
Status: Published -
Habite, T., Abdeljaber, O., Olsson, A. (2022). Determination of pith location along Norway spruce timber boards using one dimensional convolutional neural networks trained on virtual timber boards. Construction and Building Materials. 329.
Status: Published -
Larsson, C., Abdeljaber, O., Bolmsvik, Å., Dorn, M. (2022). Long-term analysis of the environmental effects on the global dynamic properties of a hybrid timber-concrete building. Engineering structures. 268.
Status: Published -
Habite, T., Abdeljaber, O., Olsson, A. (2021). Automatic detection of annual rings and pith location along Norway spruce timber boards using conditional adversarial networks. Wood Science and Technology. 55. 461-488.
Status: Published -
Kiranyaz, S., Avci, O., Abdeljaber, O., Ince, T., Gabbouj, M., et al. (2021). 1D convolutional neural networks and applications : A survey. Mechanical systems and signal processing. 151.
Status: Published -
Almutairi, M., Nikitas, N., Abdeljaber, O., Avci, O., Bocian, M. (2021). A methodological approach towards evaluating structural damage severity using 1D CNNs. Structures. 34. 4435-4446.
Status: Published -
Avci, O., Abdeljaber, O., Kiranyaz, S., Hussein, M., Gabbouj, M., et al. (2021). A review of vibration-based damage detection in civil structures : from traditional methods to Machine Learning and Deep Learning applications. Mechanical systems and signal processing. 147.
Status: Published -
Ghachi, R.F., Alnahhal, W.I., Abdeljaber, O., Renno, J., Tahidul Haque, A.B.M., et al. (2020). Optimization of Viscoelastic Metamaterials for Vibration Attenuation Properties. International Journal of Applied Mechanics. 12 (10).
Status: Published -
Abdeljaber, O., Younis, A., Alhajyaseen, W. (2020). Extraction of Vehicle Turning Trajectories at Signalized Intersections Using Convolutional Neural Networks. Arabian Journal for Science and Engineering. 45. 8011-8025.
Status: Published -
Abdeljaber, O., Hussein, M., Avci, O., Davis, B., Reynolds, P. (2020). A novel video-vibration monitoring system for walking pattern identification on floors. Advances in Engineering Software. 139.
Status: Published -
Alabbasi, S., Hussein, M., Abdeljaber, O., Avci, O. (2020). A numerical and experimental investigation of a special type of floating-slab tracks. Engineering structures. 215. 1-16.
Status: Published -
Abdeljaber, O., Sassi, S., Avci, O., Kiranyaz, S., Ibrahim, A., et al. (2019). Fault Detection and Severity Identification of Ball Bearings by Online Condition Monitoring. IEEE transactions on industrial electronics (1982. Print). 66 (10). 8136-8147.
Status: Published -
Abdeljaber, O., Avci, O., Kiranyaz, S., Boashash, B., Sodano, H., et al. (2018). 1-D CNNs for structural damage detection : verification on a structural health monitoring benchmark data. Neurocomputing. 275. 1308-1317.
Status: Published -
Avci, O., Abdeljaber, O., Kiranyaz, S., Hussein, M., Inman, D. (2018). Wireless and real-time structural damage detection : a novel decentralized method for wireless sensor networks. Journal of Sound and Vibration. 424. 158-172.
Status: Published -
Do, N.T., Gül, M., Abdeljaber, O., Avci, O. (2018). Novel framework for vibration serviceability assessment of stadium grandstands considering durations of vibrations. Journal of Structural Engineering. 144 (2).
Status: Published -
Abdeljaber, O., Avci, O., Kiranyaz, S., Gabbouj, M., Inman, D. (2017). Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks. Journal of Sound and Vibration. 388. 154-170.
Status: Published -
Catbas, C., Celik, O., Avci, O., Abdeljaber, O., Gul, M., et al. (2017). Sensing and monitoring for stadium structures : a review of recent advances and a forward look. Frontiers in Built Environment. 38 (3).
Status: Published -
Abdeljaber, O., Avci, O., Kiranyaz, S., Inman, D. (2017). Optimization of linear zigzag insert metastructures for low-frequency vibration attenuation using genetic algorithms. Mechanical systems and signal processing. 84 (Part A). 625-641.
Status: Published -
Abdeljaber, O., Avci, O., Inman, D. (2016). Optimization of chiral lattice based metastructures for broadband vibration suppression using genetic algorithms. Journal of Sound and Vibration. 369. 50-62.
Status: Published -
Abdeljaber, O., Avci, O., Inman, D. (2016). Active vibration control of flexible cantilever plates using piezoelectric materials and artificial neural networks. Journal of Sound and Vibration. 363. 33-53.
Status: Published -
Abdeljaber, O., Avci, O. (2016). Nonparametric structural damage detection algorithm for ambient vibration response: utilizing artificial neural networks and self-organizing maps. Journal of Architectural Engineering. 22 (2).
Status: Published -
Avci, O., Abdeljaber, O. (2016). Self-organizing maps for structural damage detection : a novel unsupervised vibration-based algorithm. Journal of performance of constructed facilities. 30 (3).
Status: Published
Conference paper (Refereed)
- Larsson, C., Abdeljaber, O., Bader, T.K., Dorn, M. (2022). Modal Analysis and Finite Element Model Updating of a Timber-concrete Hyblrid Building. Proceedings of SHATIS 2022 : 6th International Conference on Structural Health Assessment of Timber Structures, 7-9 September 2022, Prague, 2022. 193-199.
- Avci, O., Abdeljaber, O., Kiranyaz, S. (2022). Structural Damage Detection in Civil Engineering with Machine Learning : Current State of the Art. Sensors and Instrumentation, Aircraft/Aerospace, Energy Harvesting & Dynamic Environments Testing : Proceedings of the 39th IMAC, A Conference and Exposition on Structural Dynamics 2021. 223-229.
- Dorn, M., Larsson, C., Abdeljaber, O. (2022). Coupling of Weather Data to Moisture content in an Timber Building. Proceedings of the SHATIS’22 : 6th International Conference on Structural Health Assessment of Timber Structures, 7-9 September 2022, Prague, 2022. 150-155.
- Abdeljaber, O., Younis, A., Alhajyaseen, W. (2020). Analysis of the Trajectories of Left-turning Vehicles at Signalized Intersections. Recent Advances and Emerging Issues in Transport Research. 1288-1295.
- Abdeljaber, O., Dorn, M., Brandt, A. (2020). Scaling an OMA Modal Model of a Wood Building Using OMAH and a Small Shaker. Topics in Modal Analysis & Testing : Volyme 8. 151-157.
- Kiranyaz, S., Ince, T., Abdeljaber, O., Avci, O., Gabbouj, M. (2019). 1-D Convolutional Neural Networks for Signal Processing Applications. 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing : May 12–17, 2019 Brighton Conference Centre Brighton, United Kingdom. 8360-8364.
Conference paper (Other academic)
- Avci, O., Abdeljaber, O., Kiranyaz, S., Inman, D. (2020). Control of Plate Vibrations with Artificial Neural Networks and Piezoelectricity. Sensors and Instrumentation, Aircraft/Aerospace, Energy Harvesting & Dynamic Environments Testing : Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019. 293-301.
- Avci, O., Abdeljaber, O., Kiranyaz, S., Inman, D. (2020). Structural Health Monitoring with Self-Organizing Maps and Artificial Neural Networks. Topics in Modal Analysis & Testing : Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019. 237-246.
- Avci, O., Abdeljaber, O., Kiranyaz, S., Inman, D. (2020). Convolutional Neural Networks for Real-Time and Wireless Damage Detection. Dynamics of Civil Structures : Proceedings of the 37th IMAC, A Conference and Exposition on Structural Dynamics 2019. 129-136.
- Avci, O., Abdeljaber, O., Kiranyaz, S., Boashash, B., Sodano, H., et al. (2018). Efficiency Validation of One Dimensional Convolutional Neural Networks for Structural Damage Detection Using A SHM Benchmark Data. 25th International Congress on Sound and Vibration 2018, ICSV 2018: Hiroshima Calling. 4600-4607.
- Avci, O., Abdeljaber, O., Kiranyaz, S., Inman, D. (2017). Structural Damage Detection in Real Time: Implementation of 1D Convolutional Neural Networks for SHM Applications. Structural Health Monitoring & Damage Detection, Volume 7 : Proceedings of the 35th IMAC, A Conference and Exposition on Structural Dynamics 2017. 49-54.
- Avci, O., Abdeljaber, O., Kiranyaz, S., Inman, D. (2017). Vibration suppression in metastructures using zigzag inserts optimized by genetic algorithms. Shock & Vibration, Aircraft/Aerospace, Energy Harvesting, Acoustics & Optics : Proceedings of the 35th IMAC, A Conference and Exposition on Structural Dynamics, 2017. 275-283.
- Abdeljaber, O., Younis, A., Avci, O., Catbas, N., Gul, M., et al. (2016). Dynamic Testing of a Laboratory Stadium Structure. Geotechnical and Structural Engineering Congress 2016. 1719-1728.
- Abdeljaber, O., Avci, O., Do, N.T., Gul, M., Celik, O., et al. (2016). Quantification of Structural Damage with Self-Organizing Maps. Structural Health Monitoring, Damage Detection & Mechatronics : Proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016. 47-57.
- Celik, O., Do, N.T., Abdeljaber, O., Gul, M., Avci, O., et al. (2016). Recent issues on stadium monitoring and serviceability : A review. Dynamics of Coupled Structures : Proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016. 411-416.
- Abdeljaber, O., Avci, O., Inman, D. (2016). Genetic algorithm use for internally resonating lattice optimization : case of a beam-like metastructure. Dynamics of Civil Structures : Proceedings of the 34th IMAC, A Conference and Exposition on Structural Dynamics 2016. 289-295.
- Rjoub, Y., Abdeljaber, O. (2015). Free and forced vibration of rectangular plates using the finite difference method. Green Building, Materials and Civil Engineering : Proceedings of the 4th International Conference on GreenBuilding, Materials and Civil Engineering, GBMCE 2014. 627-633.
Report (Other academic)
- Dorn, M., Abdeljaber, O., Klaeson, J. (2019). Structural Health Monitoring of House Charlie. Linnaeus University, Faculty of Technology Department of Building and Technology. 52.