TY  - CONF
AU  - Al-Wazni, Saad
AU  - Alalikhan, Ahmed
AU  - Mišković, Zoran
PY  - 2018
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/974
AB  - In this study the Vierendeel bridge structural model is adopted as a complex structure case study scaled from a real structure located near Cacak city in Serbia. Experimental analysis is conducted under simulation of ambient vibration using shaker device for exciting the model. Frequency Domain Decomposition (FDD) technique is applied using ARTeMIS software extractor to extract the modal properties, natural frequencies and mode shapes. As a comparative study, Enhanced Frequency Domain Decomposition (EFDD) is used to verify the extracted results from FDD. A finite element model is created in ANSYS software to simulate the adopted model to estimate modal properties numerically. Calibration process is implemented to converge the numerically estimated with the experimentally extracted modal properties. Two procedures written in MATLAB environment, for calibration and damage identification, are proposed using heuristics optimization, Simulated Annealing (SA) and Tabu Search (TS). Both of proposed calibration procedures exhibit high accuracy and efficiency due to good convergence between experimentally extracted and numerically updated values of natural frequencies extracted based on ambient vibration measurements.
PB  - Institute of Physics Publishing
C3  - International Conference On Materials Engineering and Science
T1  - Structural Model Calibration of Vierendeel Bridge Based on the Vibration Properties
VL  - 454
DO  - 10.1088/1757-899X/454/1/012052
ER  - 

@conference{
author = "Al-Wazni, Saad and Alalikhan, Ahmed and Mišković, Zoran",
year = "2018",
abstract = "In this study the Vierendeel bridge structural model is adopted as a complex structure case study scaled from a real structure located near Cacak city in Serbia. Experimental analysis is conducted under simulation of ambient vibration using shaker device for exciting the model. Frequency Domain Decomposition (FDD) technique is applied using ARTeMIS software extractor to extract the modal properties, natural frequencies and mode shapes. As a comparative study, Enhanced Frequency Domain Decomposition (EFDD) is used to verify the extracted results from FDD. A finite element model is created in ANSYS software to simulate the adopted model to estimate modal properties numerically. Calibration process is implemented to converge the numerically estimated with the experimentally extracted modal properties. Two procedures written in MATLAB environment, for calibration and damage identification, are proposed using heuristics optimization, Simulated Annealing (SA) and Tabu Search (TS). Both of proposed calibration procedures exhibit high accuracy and efficiency due to good convergence between experimentally extracted and numerically updated values of natural frequencies extracted based on ambient vibration measurements.",
publisher = "Institute of Physics Publishing",
journal = "International Conference On Materials Engineering and Science",
title = "Structural Model Calibration of Vierendeel Bridge Based on the Vibration Properties",
volume = "454",
doi = "10.1088/1757-899X/454/1/012052"
}

Al-Wazni, S., Alalikhan, A.,& Mišković, Z.. (2018). Structural Model Calibration of Vierendeel Bridge Based on the Vibration Properties. in International Conference On Materials Engineering and Science
Institute of Physics Publishing., 454.
https://doi.org/10.1088/1757-899X/454/1/012052

Al-Wazni S, Alalikhan A, Mišković Z. Structural Model Calibration of Vierendeel Bridge Based on the Vibration Properties. in International Conference On Materials Engineering and Science. 2018;454.
doi:10.1088/1757-899X/454/1/012052 .

Al-Wazni, Saad, Alalikhan, Ahmed, Mišković, Zoran, "Structural Model Calibration of Vierendeel Bridge Based on the Vibration Properties" in International Conference On Materials Engineering and Science, 454 (2018),
https://doi.org/10.1088/1757-899X/454/1/012052 . .

TY  - JOUR
AU  - Mišković, Zoran
AU  - Al-Wazni, Saad
AU  - Alalikhan, Ahmed
PY  - 2018
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/972
AB  - The procedure for detecting the location and severity of damage of complex structural systems using their modal properties is an important tool of Structural Health Monitoring (SHM) of civil infrastructure. The herein presented research proposes procedures for damage detection based on two heuristic optimization methods: Simulated Annealing (SA) and Tabu Search (TS). In order to test the proposed procedures in different frequency ranges, experimental and numerical analyses were conducted on a steel grid bridge model in two configurations, according to the total mass of the structure, as well as for two simulated damage cases. The calibration of model parameters, according to experimentally extracted modal properties, is carried out using the proposed procedures. Numerical computations were conducted using ANSYS package and developed routines under MATLAB environment for model calibration and damage detection procedures. Experimental modal properties were extracted from ambient vibration measurements, as state-of- the art in SHM of complex structures, by the Frequency Domain Decomposition (FDD) technique, using ARTeMIS software. Both of the proposed procedures for model calibration and damage detection, with adopted objective functions including frequency and mode shape differences, exhibit accuracy, efficiency and robustness.
PB  - Strojarski Facultet
T2  - Tehnički vjesnik / Technical Gazette
T1  - Damage Detection for Civil Structural Health Monitoring Application - A Case Study of the Steel Grid Bridge Structural Model
EP  - 275
SP  - 266
VL  - 25
DO  - 10.17559/TV-20160411065936
ER  - 

@article{
author = "Mišković, Zoran and Al-Wazni, Saad and Alalikhan, Ahmed",
year = "2018",
abstract = "The procedure for detecting the location and severity of damage of complex structural systems using their modal properties is an important tool of Structural Health Monitoring (SHM) of civil infrastructure. The herein presented research proposes procedures for damage detection based on two heuristic optimization methods: Simulated Annealing (SA) and Tabu Search (TS). In order to test the proposed procedures in different frequency ranges, experimental and numerical analyses were conducted on a steel grid bridge model in two configurations, according to the total mass of the structure, as well as for two simulated damage cases. The calibration of model parameters, according to experimentally extracted modal properties, is carried out using the proposed procedures. Numerical computations were conducted using ANSYS package and developed routines under MATLAB environment for model calibration and damage detection procedures. Experimental modal properties were extracted from ambient vibration measurements, as state-of- the art in SHM of complex structures, by the Frequency Domain Decomposition (FDD) technique, using ARTeMIS software. Both of the proposed procedures for model calibration and damage detection, with adopted objective functions including frequency and mode shape differences, exhibit accuracy, efficiency and robustness.",
publisher = "Strojarski Facultet",
journal = "Tehnički vjesnik / Technical Gazette",
title = "Damage Detection for Civil Structural Health Monitoring Application - A Case Study of the Steel Grid Bridge Structural Model",
pages = "275-266",
volume = "25",
doi = "10.17559/TV-20160411065936"
}

Mišković, Z., Al-Wazni, S.,& Alalikhan, A.. (2018). Damage Detection for Civil Structural Health Monitoring Application - A Case Study of the Steel Grid Bridge Structural Model. in Tehnički vjesnik / Technical Gazette
Strojarski Facultet., 25, 266-275.
https://doi.org/10.17559/TV-20160411065936

Mišković Z, Al-Wazni S, Alalikhan A. Damage Detection for Civil Structural Health Monitoring Application - A Case Study of the Steel Grid Bridge Structural Model. in Tehnički vjesnik / Technical Gazette. 2018;25:266-275.
doi:10.17559/TV-20160411065936 .

Mišković, Zoran, Al-Wazni, Saad, Alalikhan, Ahmed, "Damage Detection for Civil Structural Health Monitoring Application - A Case Study of the Steel Grid Bridge Structural Model" in Tehnički vjesnik / Technical Gazette, 25 (2018):266-275,
https://doi.org/10.17559/TV-20160411065936 . .

TY  - JOUR
AU  - Alalikhan, Ahmed
AU  - Al-Wazni, Saad
AU  - Mišković, Zoran
AU  - Salatić, Ratko
AU  - Miskovlc, Ljiljana
PY  - 2016
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/773
AB  - Considerable efforts have been made in recent years for the development of non-destructive techniques for detection of structural damage based on changes of dynamic parameters of structures. The tests are made on a model of a simple beam with cantilevers. Two heuristic optimisation techniques are used in the proposed procedure for detecting the location and level of damage: taboo search and simulated annealing. The results show that both proposes procedures, with appropriate target functions and weight factors, are highly efficient for detecting the location and level of damage.
PB  - Union of Croatian Civil Engineers and Technicians
T2  - Građevinar
T1  - Testing heuristic optimisation methods for vibration-based detection of damage
EP  - 557
IS  - 7
SP  - 543
VL  - 68
DO  - 10.14256/JCE.1410.2015
ER  - 

@article{
author = "Alalikhan, Ahmed and Al-Wazni, Saad and Mišković, Zoran and Salatić, Ratko and Miskovlc, Ljiljana",
year = "2016",
abstract = "Considerable efforts have been made in recent years for the development of non-destructive techniques for detection of structural damage based on changes of dynamic parameters of structures. The tests are made on a model of a simple beam with cantilevers. Two heuristic optimisation techniques are used in the proposed procedure for detecting the location and level of damage: taboo search and simulated annealing. The results show that both proposes procedures, with appropriate target functions and weight factors, are highly efficient for detecting the location and level of damage.",
publisher = "Union of Croatian Civil Engineers and Technicians",
journal = "Građevinar",
title = "Testing heuristic optimisation methods for vibration-based detection of damage",
pages = "557-543",
number = "7",
volume = "68",
doi = "10.14256/JCE.1410.2015"
}

Alalikhan, A., Al-Wazni, S., Mišković, Z., Salatić, R.,& Miskovlc, L.. (2016). Testing heuristic optimisation methods for vibration-based detection of damage. in Građevinar
Union of Croatian Civil Engineers and Technicians., 68(7), 543-557.
https://doi.org/10.14256/JCE.1410.2015

Alalikhan A, Al-Wazni S, Mišković Z, Salatić R, Miskovlc L. Testing heuristic optimisation methods for vibration-based detection of damage. in Građevinar. 2016;68(7):543-557.
doi:10.14256/JCE.1410.2015 .

Alalikhan, Ahmed, Al-Wazni, Saad, Mišković, Zoran, Salatić, Ratko, Miskovlc, Ljiljana, "Testing heuristic optimisation methods for vibration-based detection of damage" in Građevinar, 68, no. 7 (2016):543-557,
https://doi.org/10.14256/JCE.1410.2015 . .

TY  - CONF
AU  - Mišković, Zoran
AU  - Al-Wazni, Saad
AU  - Alalikhan, A.
AU  - Mišković, Ljiljana
PY  - 2016
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1493
PB  - Univerzitet Crne Gore, Građevinski fakultet, Podgorica
C3  - Zbornik radova / Šesti Internacionalni naučno-stručni skup Građevinarstvo - nauka i praksa, Žabljak, 7-11. 03. 2016
T1  - FE model updating based on dynamic properties by heuristic optimization
EP  - 194
SP  - 187
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1493
ER  - 

@conference{
author = "Mišković, Zoran and Al-Wazni, Saad and Alalikhan, A. and Mišković, Ljiljana",
year = "2016",
publisher = "Univerzitet Crne Gore, Građevinski fakultet, Podgorica",
journal = "Zbornik radova / Šesti Internacionalni naučno-stručni skup Građevinarstvo - nauka i praksa, Žabljak, 7-11. 03. 2016",
title = "FE model updating based on dynamic properties by heuristic optimization",
pages = "194-187",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1493"
}

Mišković, Z., Al-Wazni, S., Alalikhan, A.,& Mišković, L.. (2016). FE model updating based on dynamic properties by heuristic optimization. in Zbornik radova / Šesti Internacionalni naučno-stručni skup Građevinarstvo - nauka i praksa, Žabljak, 7-11. 03. 2016
Univerzitet Crne Gore, Građevinski fakultet, Podgorica., 187-194.
https://hdl.handle.net/21.15107/rcub_grafar_1493

Mišković Z, Al-Wazni S, Alalikhan A, Mišković L. FE model updating based on dynamic properties by heuristic optimization. in Zbornik radova / Šesti Internacionalni naučno-stručni skup Građevinarstvo - nauka i praksa, Žabljak, 7-11. 03. 2016. 2016;:187-194.
https://hdl.handle.net/21.15107/rcub_grafar_1493 .

Mišković, Zoran, Al-Wazni, Saad, Alalikhan, A., Mišković, Ljiljana, "FE model updating based on dynamic properties by heuristic optimization" in Zbornik radova / Šesti Internacionalni naučno-stručni skup Građevinarstvo - nauka i praksa, Žabljak, 7-11. 03. 2016 (2016):187-194,
https://hdl.handle.net/21.15107/rcub_grafar_1493 .

TY  - JOUR
AU  - Mišković, Zoran
AU  - Al-Wazni, Saad
AU  - Alalikhan, Ahmed
AU  - Salatić, Ratko
PY  - 2015
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/661
AB  - The paper presents overview of damage detection of structures using non destructive test methods and corresponding optimization procedures for detection, localization and severity of damage. Change of a stiffness, as a consequence of damage existence, reflects on changes of structural modal properties. Ambient vibration measurement, with corresponding identification of modal properties, is presented in detail because of its high importance for the whole damage detection process. The key benefit of the application of these methods is the ability to conduct tests without disrupting the function of structures. Also, there are presented the basic elements of detection and localization of damage using modern heuristic optimization methods.
AB  - Rad prikazuje pregled metoda oštećenja konstrukcija primenom nedestruktivnog testiranja, kao i odgovarajućih metoda optimizacije koje se primenjuju za lokalizaciju i karakterizaciju ozbiljnosti konstrukcijskog oštećenja. Promena krutosti, kao posledica oštećenja, odslikava se u promeni modalnih karakteristika konstrukcije, što se široko primenjuje u detekciji oštećenja. Merenje ambijentalnih vibracija, sa odgovarajućom identfikacijom modalnih karakteristika, je detaljno prikazana zbog velikog značaja u procesu detekcije oštećenja. Ključna pogodnost za primenu ovih metoda je mogućnost izvršenja testiranja bez remećenja funkcije konstrukcija. Takođe, prikazani su osnovni elementi detekcije i lokalizacije oštećenja primenom savremenih heurističkih metoda optimizacije.
PB  - Savez građevinskih inženjera Srbije, Beograd
T2  - Građevinski kalendar
T1  - Methods of damage detection of structures based on changes of dynamic characteristics
T1  - Metode detekcije oštećenja konstrukcija na osnovu promene dinamičkih karakteristika
EP  - 191
IS  - 47
SP  - 163
UR  - https://hdl.handle.net/21.15107/rcub_grafar_661
ER  - 

@article{
author = "Mišković, Zoran and Al-Wazni, Saad and Alalikhan, Ahmed and Salatić, Ratko",
year = "2015",
abstract = "The paper presents overview of damage detection of structures using non destructive test methods and corresponding optimization procedures for detection, localization and severity of damage. Change of a stiffness, as a consequence of damage existence, reflects on changes of structural modal properties. Ambient vibration measurement, with corresponding identification of modal properties, is presented in detail because of its high importance for the whole damage detection process. The key benefit of the application of these methods is the ability to conduct tests without disrupting the function of structures. Also, there are presented the basic elements of detection and localization of damage using modern heuristic optimization methods., Rad prikazuje pregled metoda oštećenja konstrukcija primenom nedestruktivnog testiranja, kao i odgovarajućih metoda optimizacije koje se primenjuju za lokalizaciju i karakterizaciju ozbiljnosti konstrukcijskog oštećenja. Promena krutosti, kao posledica oštećenja, odslikava se u promeni modalnih karakteristika konstrukcije, što se široko primenjuje u detekciji oštećenja. Merenje ambijentalnih vibracija, sa odgovarajućom identfikacijom modalnih karakteristika, je detaljno prikazana zbog velikog značaja u procesu detekcije oštećenja. Ključna pogodnost za primenu ovih metoda je mogućnost izvršenja testiranja bez remećenja funkcije konstrukcija. Takođe, prikazani su osnovni elementi detekcije i lokalizacije oštećenja primenom savremenih heurističkih metoda optimizacije.",
publisher = "Savez građevinskih inženjera Srbije, Beograd",
journal = "Građevinski kalendar",
title = "Methods of damage detection of structures based on changes of dynamic characteristics, Metode detekcije oštećenja konstrukcija na osnovu promene dinamičkih karakteristika",
pages = "191-163",
number = "47",
url = "https://hdl.handle.net/21.15107/rcub_grafar_661"
}

Mišković, Z., Al-Wazni, S., Alalikhan, A.,& Salatić, R.. (2015). Methods of damage detection of structures based on changes of dynamic characteristics. in Građevinski kalendar
Savez građevinskih inženjera Srbije, Beograd.(47), 163-191.
https://hdl.handle.net/21.15107/rcub_grafar_661

Mišković Z, Al-Wazni S, Alalikhan A, Salatić R. Methods of damage detection of structures based on changes of dynamic characteristics. in Građevinski kalendar. 2015;(47):163-191.
https://hdl.handle.net/21.15107/rcub_grafar_661 .

Mišković, Zoran, Al-Wazni, Saad, Alalikhan, Ahmed, Salatić, Ratko, "Methods of damage detection of structures based on changes of dynamic characteristics" in Građevinski kalendar, no. 47 (2015):163-191,
https://hdl.handle.net/21.15107/rcub_grafar_661 .

TY  - CONF
AU  - Al-Wazni, Saad
AU  - Alalikhan, Ahmed
AU  - Mišković, Zoran
AU  - Salatić, Ratko
PY  - 2014
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1222
AB  - In the paper, procedure of structural damage detection with application to a simple supported steel beam model, is presented. Simulated Annealing optimization technique is used to determine damaged element by numerical simulation of different scenarios of damage location and severity. The method of damage detection based on changing of dynamics properties of first five natural modes by formulating new objective function. The procedure is done using ANSYS Finite Element Analysis Software, with main optimization routine developed in MATLAB software. The results indicated that the performance of proposed procedure is robust.
AB  - U radu se prikazuje procedura detekcije oštećenja modela čelične slobodno oslonjene grede. Simulated Annealing metoda optimizacije primenjena je za određivanje elementa sa oštećenjem kao i nivoa oštećenja. Metoda detekcije oštećenja bazira se na promeni dinamičkih karakteristika konstrukcije uključivanjem karakteristika prvih pet modova za formirnje funkcije cilja. Procedura je sprovedena programa za proračun konstrukcija primenom konačnih elemenata ANSYS, sa glavnom optimizacionom rutinom razvijenom u MATLAB softveru. Dobijeni rezultati ukazuju na robusnost predloženog metoda.
PB  - Društvo građevinskih konstruktera Srbije, Beograd
C3  - Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014
T1  - Numerical test of damage detection using simulated annealing method
T1  - Numerički eksperiment detekcije oštećenja primenom simulated annealing metode
EP  - 430
SP  - 423
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1222
ER  - 

@conference{
author = "Al-Wazni, Saad and Alalikhan, Ahmed and Mišković, Zoran and Salatić, Ratko",
year = "2014",
abstract = "In the paper, procedure of structural damage detection with application to a simple supported steel beam model, is presented. Simulated Annealing optimization technique is used to determine damaged element by numerical simulation of different scenarios of damage location and severity. The method of damage detection based on changing of dynamics properties of first five natural modes by formulating new objective function. The procedure is done using ANSYS Finite Element Analysis Software, with main optimization routine developed in MATLAB software. The results indicated that the performance of proposed procedure is robust., U radu se prikazuje procedura detekcije oštećenja modela čelične slobodno oslonjene grede. Simulated Annealing metoda optimizacije primenjena je za određivanje elementa sa oštećenjem kao i nivoa oštećenja. Metoda detekcije oštećenja bazira se na promeni dinamičkih karakteristika konstrukcije uključivanjem karakteristika prvih pet modova za formirnje funkcije cilja. Procedura je sprovedena programa za proračun konstrukcija primenom konačnih elemenata ANSYS, sa glavnom optimizacionom rutinom razvijenom u MATLAB softveru. Dobijeni rezultati ukazuju na robusnost predloženog metoda.",
publisher = "Društvo građevinskih konstruktera Srbije, Beograd",
journal = "Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014",
title = "Numerical test of damage detection using simulated annealing method, Numerički eksperiment detekcije oštećenja primenom simulated annealing metode",
pages = "430-423",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1222"
}

Al-Wazni, S., Alalikhan, A., Mišković, Z.,& Salatić, R.. (2014). Numerical test of damage detection using simulated annealing method. in Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014
Društvo građevinskih konstruktera Srbije, Beograd., 423-430.
https://hdl.handle.net/21.15107/rcub_grafar_1222

Al-Wazni S, Alalikhan A, Mišković Z, Salatić R. Numerical test of damage detection using simulated annealing method. in Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014. 2014;:423-430.
https://hdl.handle.net/21.15107/rcub_grafar_1222 .

Al-Wazni, Saad, Alalikhan, Ahmed, Mišković, Zoran, Salatić, Ratko, "Numerical test of damage detection using simulated annealing method" in Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014 (2014):423-430,
https://hdl.handle.net/21.15107/rcub_grafar_1222 .

TY  - CONF
AU  - Alalikhan, Ahmed
AU  - Al-Wazni, Saad
AU  - Mišković, Zoran
AU  - Salatić, Ratko
PY  - 2014
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1234
AB  - The study presents the procedure of simulation of damage detection of simply supported steel beam using Tabu search optimization method. Numerical computation carried out in ANSYS finite element analysis software. Damage detection assums determination of location and amount of damage. The method uses detection of damage based on changing dynamic properties of structure. The main procedure, using optimization Tabu Search method, is developed in Matlab package. Damage was successfully detected after performing the procedure for both parameters, location and amount of damage.
AB  - U radu je prikazana procedura simulacije detekcije oštećenja slobodno oslonjene čelične grede uz primenu Tabu search metode optimizhacije. Numerički proračuni su sprovedeni u ANSYS softveru za analizu primenom metode konačnih elemenata. Detekcija oštaćenja uključila je loakalizaciju i kvantifikaciju oštećenja. Metoda se bazira na detekciji oštećenja na osnovu promene dinamičkih karakteristika konstrukcije. Glavna procedura, primenom Tabu Search meode optimizacije, razvijena je u Matlab okruženju. Oštećenje je moguće uspešno detektovati, po oba uključena parametra u analizu, tj. lokalitetu i nivou oštećenja.
PB  - Društvo građevinskih konstruktera Srbije, Beograd
C3  - Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014
T1  - Numerical test of Damage detection using Tabu search method
T1  - Numerički eksperiment detekcije oštećenja primenom tabu search metode
EP  - 520
SP  - 513
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1234
ER  - 

@conference{
author = "Alalikhan, Ahmed and Al-Wazni, Saad and Mišković, Zoran and Salatić, Ratko",
year = "2014",
abstract = "The study presents the procedure of simulation of damage detection of simply supported steel beam using Tabu search optimization method. Numerical computation carried out in ANSYS finite element analysis software. Damage detection assums determination of location and amount of damage. The method uses detection of damage based on changing dynamic properties of structure. The main procedure, using optimization Tabu Search method, is developed in Matlab package. Damage was successfully detected after performing the procedure for both parameters, location and amount of damage., U radu je prikazana procedura simulacije detekcije oštećenja slobodno oslonjene čelične grede uz primenu Tabu search metode optimizhacije. Numerički proračuni su sprovedeni u ANSYS softveru za analizu primenom metode konačnih elemenata. Detekcija oštaćenja uključila je loakalizaciju i kvantifikaciju oštećenja. Metoda se bazira na detekciji oštećenja na osnovu promene dinamičkih karakteristika konstrukcije. Glavna procedura, primenom Tabu Search meode optimizacije, razvijena je u Matlab okruženju. Oštećenje je moguće uspešno detektovati, po oba uključena parametra u analizu, tj. lokalitetu i nivou oštećenja.",
publisher = "Društvo građevinskih konstruktera Srbije, Beograd",
journal = "Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014",
title = "Numerical test of Damage detection using Tabu search method, Numerički eksperiment detekcije oštećenja primenom tabu search metode",
pages = "520-513",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1234"
}

Alalikhan, A., Al-Wazni, S., Mišković, Z.,& Salatić, R.. (2014). Numerical test of Damage detection using Tabu search method. in Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014
Društvo građevinskih konstruktera Srbije, Beograd., 513-520.
https://hdl.handle.net/21.15107/rcub_grafar_1234

Alalikhan A, Al-Wazni S, Mišković Z, Salatić R. Numerical test of Damage detection using Tabu search method. in Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014. 2014;:513-520.
https://hdl.handle.net/21.15107/rcub_grafar_1234 .

Alalikhan, Ahmed, Al-Wazni, Saad, Mišković, Zoran, Salatić, Ratko, "Numerical test of Damage detection using Tabu search method" in Zbornik radova / DGKS Društvo građevinskih konstruktera Srbije, 14. kongres, Novi Sad, 24-26. oktobar, 2014 (2014):513-520,
https://hdl.handle.net/21.15107/rcub_grafar_1234 .

TY  - CONF
AU  - Mišković, Zoran
AU  - Alalikhan, Ahmed
AU  - Al-Wazni, Saad
AU  - Salatić, Ratko
AU  - Mišković, Ljiljana
PY  - 2014
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1154
PB  - Univerzitet Crne Gore, Građevinski Fakultet, Podgorica
C3  - Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa
T1  - Vibration ambient test of Gazela Bridge approach structure in Belgrade
EP  - 268
SP  - 261
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1154
ER  - 

@conference{
author = "Mišković, Zoran and Alalikhan, Ahmed and Al-Wazni, Saad and Salatić, Ratko and Mišković, Ljiljana",
year = "2014",
publisher = "Univerzitet Crne Gore, Građevinski Fakultet, Podgorica",
journal = "Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa",
title = "Vibration ambient test of Gazela Bridge approach structure in Belgrade",
pages = "268-261",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1154"
}

Mišković, Z., Alalikhan, A., Al-Wazni, S., Salatić, R.,& Mišković, L.. (2014). Vibration ambient test of Gazela Bridge approach structure in Belgrade. in Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa
Univerzitet Crne Gore, Građevinski Fakultet, Podgorica., 261-268.
https://hdl.handle.net/21.15107/rcub_grafar_1154

Mišković Z, Alalikhan A, Al-Wazni S, Salatić R, Mišković L. Vibration ambient test of Gazela Bridge approach structure in Belgrade. in Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa. 2014;:261-268.
https://hdl.handle.net/21.15107/rcub_grafar_1154 .

Mišković, Zoran, Alalikhan, Ahmed, Al-Wazni, Saad, Salatić, Ratko, Mišković, Ljiljana, "Vibration ambient test of Gazela Bridge approach structure in Belgrade" in Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa (2014):261-268,
https://hdl.handle.net/21.15107/rcub_grafar_1154 .

TY  - CONF
AU  - Al-Wazni, Saad
AU  - Mišković, Zoran
AU  - Alalikhan, Ahmed
AU  - Salatić, Ratko
PY  - 2014
UR  - https://grafar.grf.bg.ac.rs/handle/123456789/1167
AB  - The paper presents performance of two different system identification methods applied on experimental ambient vibration recorded data. The first applied method is so-called Frequency Domain Decomposition – FDD, frequency domain based peak-picking method, while the second one is Stochastic Subspace Identification - SSI method, for estimation of state space systems. Emphases are on advantages and disadvantages of both applied methods. Also, application of ARTeMIS software is presented, as a very useful tool to facilitate extracting and displaying modal parameters.
PB  - Univerzitet Crne Gore, Građevinski fakultet, Podgorica
C3  - Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa
T1  - Comparison of FDD and SSI modal identification methods from ambient vibration data case study
UR  - https://hdl.handle.net/21.15107/rcub_grafar_1167
ER  - 

@conference{
author = "Al-Wazni, Saad and Mišković, Zoran and Alalikhan, Ahmed and Salatić, Ratko",
year = "2014",
abstract = "The paper presents performance of two different system identification methods applied on experimental ambient vibration recorded data. The first applied method is so-called Frequency Domain Decomposition – FDD, frequency domain based peak-picking method, while the second one is Stochastic Subspace Identification - SSI method, for estimation of state space systems. Emphases are on advantages and disadvantages of both applied methods. Also, application of ARTeMIS software is presented, as a very useful tool to facilitate extracting and displaying modal parameters.",
publisher = "Univerzitet Crne Gore, Građevinski fakultet, Podgorica",
journal = "Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa",
title = "Comparison of FDD and SSI modal identification methods from ambient vibration data case study",
url = "https://hdl.handle.net/21.15107/rcub_grafar_1167"
}

Al-Wazni, S., Mišković, Z., Alalikhan, A.,& Salatić, R.. (2014). Comparison of FDD and SSI modal identification methods from ambient vibration data case study. in Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa
Univerzitet Crne Gore, Građevinski fakultet, Podgorica..
https://hdl.handle.net/21.15107/rcub_grafar_1167

Al-Wazni S, Mišković Z, Alalikhan A, Salatić R. Comparison of FDD and SSI modal identification methods from ambient vibration data case study. in Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa. 2014;.
https://hdl.handle.net/21.15107/rcub_grafar_1167 .

Al-Wazni, Saad, Mišković, Zoran, Alalikhan, Ahmed, Salatić, Ratko, "Comparison of FDD and SSI modal identification methods from ambient vibration data case study" in Zbornik radova / Peti Internacionalni naučno-stručni skup Građevinarstvo nauka i praksa (2014),
https://hdl.handle.net/21.15107/rcub_grafar_1167 .