Vibration-based damage detection of slab structure using artificial neural network
This paper investigates the effectiveness of artificial neural network (ANN) in identifying damages in structures. Global (natural frequencies) and local (mode shapes) vibration-based data has been used as the input to ANN for location and severity prediction of damages in a slab-like structure. A...
| Main Author: | Bakhary, Norhisham |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit UTM Press
2006
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/5845/ http://eprints.utm.my/5845/1/bab2.pdf |
Similar Items
Data mining for structural damage identification using hybrid artificial neural network based algorithm for beam and slab girder / Meisam Gordan
by: Meisam , Gordan
Published: (2020)
by: Meisam , Gordan
Published: (2020)
Univariate Artificial Neural Network In Forcasting Demand Of Low Cost House In Petaling Jaya
by: Bakhary, Norhisham, et al.
Published: (2004)
by: Bakhary, Norhisham, et al.
Published: (2004)
The use of a non-probabilistic artificial neural network to consider uncertainties in vibration-based-damage detection
by: Padil, K., et al.
Published: (2017)
by: Padil, K., et al.
Published: (2017)
Artificial neural networks and adaptive neuro-fuzzy inference systems for structural damage identification using vibration data / Seyed Jamalaldin Seyed Hakim
by: Seyed Hakim, Seyed Jamalaldin
Published: (2015)
by: Seyed Hakim, Seyed Jamalaldin
Published: (2015)
Vibration-based structural damage detection and system identification using wavelet multiresolution analysis / Seyed Alireza Ravanfar
by: Seyed Alireza, Ravanfar
Published: (2017)
by: Seyed Alireza, Ravanfar
Published: (2017)
Analysis of artificial neural network and viola-jones algorithm based moving object detection
by: Rashidan, M. Ariff, et al.
Published: (2014)
by: Rashidan, M. Ariff, et al.
Published: (2014)
Substructuring technique for damage detection using statistical multi-stage artificial neural network
by: Bakhary, N., et al.
Published: (2010)
by: Bakhary, N., et al.
Published: (2010)
Structural damage identification employing hybrid intelligence using artificial neural networks and vibration-based methods
by: S. Hakim, S. J., et al.
Published: (2022)
by: S. Hakim, S. J., et al.
Published: (2022)
Structure damage detection using neural network with multi-stage substructuring
by: Bakhary, N., et al.
Published: (2010)
by: Bakhary, N., et al.
Published: (2010)
Nonlinear vibration based modeling for damage detection of reinforced concrete beams / Muhammad Usman Hanif
by: Muhammad Usman , Hanif
Published: (2018)
by: Muhammad Usman , Hanif
Published: (2018)
Damage detection of rc slabs using nonlinear vibration features
by: Zhu, X., et al.
Published: (2009)
by: Zhu, X., et al.
Published: (2009)
Static and dynamic neural network modeling for reinforced concrete slab / Seyed Vahid Razavi Tosee
by: Seyed Vahid, Razavi Tosee
Published: (2012)
by: Seyed Vahid, Razavi Tosee
Published: (2012)
Artificial Neural Network Model For Rainfall-Runoff Relationship
by: Harun, Sobri, et al.
Published: (2002)
by: Harun, Sobri, et al.
Published: (2002)
Rainfall-runoff modelling using artificial neural network
by: Harun, Sobri, et al.
Published: (2001)
by: Harun, Sobri, et al.
Published: (2001)
Vibration control of single link flexible manipulator by using neural network
by: Muhammad Zulhilmi, Zakaria
Published: (2013)
by: Muhammad Zulhilmi, Zakaria
Published: (2013)
Application of artificial neural network on vibration test
data for damage identification in bridge girder
by: S. J. S. Hakim*, S. J. S. Hakim*
Published: (2011)
by: S. J. S. Hakim*, S. J. S. Hakim*
Published: (2011)
Application of artificial neural network on vibration test
data for damage identification in bridge girder
by: S. Hakim, S. J., et al.
Published: (2011)
by: S. Hakim, S. J., et al.
Published: (2011)
Theoretical model for damage and vibration response in concrete bridges
by: Abdul Rahman, Azlan, et al.
Published: (2009)
by: Abdul Rahman, Azlan, et al.
Published: (2009)
An application of artificial neural network classifier for medical diagnosis
by: Khaleel Ibraheem, Amjed
Published: (2013)
by: Khaleel Ibraheem, Amjed
Published: (2013)
Overfit Prevention of Human Motion Data By Artificial Neural Network
by: Low, Kim Yap
Published: (2017)
by: Low, Kim Yap
Published: (2017)
Fatigue damage assessment of reinforced concrete slabs using integrated dynamic testing and simulation / Adiza Jamadin
by: Adiza , Jamadin
Published: (2020)
by: Adiza , Jamadin
Published: (2020)
Critical impact energy for local impact damage of hard projectile on concrete slab
by: Bux @ Imran Latif, Qadir
Published: (2012)
by: Bux @ Imran Latif, Qadir
Published: (2012)
Modeling of tool wear in drilling by statistical analysis and artificial neural network
by: SANJAY, C, et al.
Published: (2005)
by: SANJAY, C, et al.
Published: (2005)
Prediction of flood event by using artificial neural network at Padas River
by: Amir Aliff, Amri
Published: (2015)
by: Amir Aliff, Amri
Published: (2015)
Flood forecasting at Jerantut, Pahang by using artificial neural network (ANN)
by: Nurul Izzah, Osman
Published: (2017)
by: Nurul Izzah, Osman
Published: (2017)
Implementation of vibration-based structural health monitoring technique for identification of simulated corrosion damage in steel pipeline using neural network
by: Farag Elghanudi, Muheieddin Meftah
Published: (2018)
by: Farag Elghanudi, Muheieddin Meftah
Published: (2018)
On-line network reconfiguration for enhancement of voltage stability in distribution systems using artificial neural networks
by: Kashem,, MA, et al.
Published: (2001)
by: Kashem,, MA, et al.
Published: (2001)
Blade fault localization with the use of vibration signals through artificial neural network: a data-driven approach
by: Keng, Ngui Wai, et al.
Published: (2023)
by: Keng, Ngui Wai, et al.
Published: (2023)
Early detection of corrosion activity in reinforced concrete slab by AE technique
by: Ismail, Mohamed A., et al.
Published: (2006)
by: Ismail, Mohamed A., et al.
Published: (2006)
Flood forecasting at Kinabatangan River, Sabah by utilizing artificial neural network (ann)
by: Wan Nurul Hafizah, Abd Razak
Published: (2015)
by: Wan Nurul Hafizah, Abd Razak
Published: (2015)
Structural behaviour of fibers as part of shear reinforcement in reinforced concrete slab
by: Baarimah, Abdullah Omar Obaid
Published: (2019)
by: Baarimah, Abdullah Omar Obaid
Published: (2019)
Artificial neural network for performance modelling of shape memory alloy
by: Sivaraos, ., et al.
Published: (2025)
by: Sivaraos, ., et al.
Published: (2025)
Face recognition by artificial neural network using MATLAB
by: Mohamed, Abozar Atya, et al.
Published: (2021)
by: Mohamed, Abozar Atya, et al.
Published: (2021)
USE OF OIL PALM SHELL AS STRUCTURAL TOPPING
FOR SEMI-PRECAST CONCRETE SLAB
by: Doh, S.I., et al.
Published: (2008)
by: Doh, S.I., et al.
Published: (2008)
Prediction on the mechanical strength of coal ash concrete using artificial neural network
by: Muhammad Nor Syahrul, Zaimi, et al.
Published: (2022)
by: Muhammad Nor Syahrul, Zaimi, et al.
Published: (2022)
Development of forecasting in Sungai Muda, Kuala Muda, Kedah by utilizing artificial neural network (ANN)
by: Nurul Murshida, Mohd Sabri
Published: (2015)
by: Nurul Murshida, Mohd Sabri
Published: (2015)
Rainfall-runoff modelling using artificial neural network method
by: Ahmat Nor, Nor Irwan
Published: (2005)
by: Ahmat Nor, Nor Irwan
Published: (2005)
An artificial neural network approach in service life prediction of building components in Malaysia based on local environment and building service load
by: Tapsir, Siti Hamisah, et al.
Published: (2007)
by: Tapsir, Siti Hamisah, et al.
Published: (2007)
Implementation of artiļ¬cial neural network to recognize numbers from voice
by: Fatin Nur Amalina, Zainol, et al.
Published: (2022)
by: Fatin Nur Amalina, Zainol, et al.
Published: (2022)
Implementation of artificial neural network to recognize numbers from voice
by: Fatin Nur Amalina, Zainol, et al.
Published: (2022)
by: Fatin Nur Amalina, Zainol, et al.
Published: (2022)
Similar Items
-
Data mining for structural damage identification using hybrid artificial neural network based algorithm for beam and slab girder / Meisam Gordan
by: Meisam , Gordan
Published: (2020) -
Univariate Artificial Neural Network In Forcasting Demand Of Low Cost House In Petaling Jaya
by: Bakhary, Norhisham, et al.
Published: (2004) -
The use of a non-probabilistic artificial neural network to consider uncertainties in vibration-based-damage detection
by: Padil, K., et al.
Published: (2017) -
Artificial neural networks and adaptive neuro-fuzzy inference systems for structural damage identification using vibration data / Seyed Jamalaldin Seyed Hakim
by: Seyed Hakim, Seyed Jamalaldin
Published: (2015) -
Vibration-based structural damage detection and system identification using wavelet multiresolution analysis / Seyed Alireza Ravanfar
by: Seyed Alireza, Ravanfar
Published: (2017)