By Dr Ulrike Dackermann

Journal articles

Zain M; Dackermann U; Prasittisopin L, 2024, 'Machine learning (ML) algorithms for seismic vulnerability assessment of school buildings in high-intensity seismic zones', Structures, 70, http://dx.doi.org/10.1016/j.istruc.2024.107639

Keshmiry A; Hassani S; Dackermann U; Li J, 2024, 'Assessment, repair, and retrofitting of masonry structures: A comprehensive review', Construction and Building Materials, 442, http://dx.doi.org/10.1016/j.conbuildmat.2024.137380

Hassani S; Dackermann U; Mousavi M; Li J, 2024, 'Enhanced damage detection for noisy input signals using improved reptile search algorithm and data analytics techniques', Computers and Structures, 296, http://dx.doi.org/10.1016/j.compstruc.2024.107293

Khademi P; Mousavi M; Dackermann U; Gandomi AH, 2024, 'Enhancing load prediction for structures with concrete overlay using transfer learning of time–frequency feature-based deep models', Engineering Structures, 305, http://dx.doi.org/10.1016/j.engstruct.2024.117734

Hassani S; Dackermann U; Mousavi M; Li J, 2024, 'A systematic review of data fusion techniques for optimized structural health monitoring', Information Fusion, 103, http://dx.doi.org/10.1016/j.inffus.2023.102136

Khademi P; Mousavi M; Dackermann U; Gandomi AH, 2023, 'Time–frequency analysis of ultrasonic signals for quality assessment of bonded concrete', Construction and Building Materials, 403, http://dx.doi.org/10.1016/j.conbuildmat.2023.133062

Hassani S; Dackermann U, 2023, 'Optimization-based damage detection in composite structures using incomplete measurements', Structures, 56, http://dx.doi.org/10.1016/j.istruc.2023.07.015

Hassani S; Mousavi M; Dackermann U, 2023, 'Johansen cointegration of frequency response functions contaminated with nonstationary colored noise for structural damage detection', Journal of Sound and Vibration, 552, http://dx.doi.org/10.1016/j.jsv.2023.117641

Keshmiry A; Hassani S; Mousavi M; Dackermann U, 2023, 'Effects of Environmental and Operational Conditions on Structural Health Monitoring and Non-Destructive Testing: A Systematic Review', Buildings, 13, http://dx.doi.org/10.3390/buildings13040918

Hassani S; Dackermann U, 2023, 'A Systematic Review of Optimization Algorithms for Structural Health Monitoring and Optimal Sensor Placement', Sensors, 23, http://dx.doi.org/10.3390/s23063293

Hassani S; Dackermann U, 2023, 'A Systematic Review of Advanced Sensor Technologies for Non-Destructive Testing and Structural Health Monitoring', Sensors, 23, http://dx.doi.org/10.3390/s23042204

A. Chiniforush A; Makki Alamdari M; Dackermann U; Valipour HR; Akbarnezhad A, 2019, 'Vibration behaviour of steel-timber composite floors, part (1): Experimental & numerical investigation', Journal of Constructional Steel Research, 161, pp. 244 - 257, http://dx.doi.org/10.1016/j.jcsr.2019.07.007

Yu Y; Subhani M; Dackermann U; Li J, 2019, 'Novel Hybrid Method Based on Advanced Signal Processing and Soft Computing Techniques for Condition Assessment of Timber Utility Poles', Journal of Aerospace Engineering, 32, http://dx.doi.org/10.1061/(ASCE)AS.1943-5525.0001019

Dackermann U; Smith WA; Alamdari MM; Li J; Randall RB, 2019, 'Cepstrum-based damage identification in structures with progressive damage', Structural Health Monitoring, 18, pp. 87 - 102, http://dx.doi.org/10.1177/1475921718804730

Yu Y; Dackermann U; Li J; Niederleithinger E, 2019, 'Wavelet packet energy–based damage identification of wood utility poles using support vector machine multi-classifier and evidence theory', Structural Health Monitoring, 18, pp. 123 - 142, http://dx.doi.org/10.1177/1475921718798622

Nguyen VV; Li J; Erkmen E; Alamdari MM; Dackermann U, 2018, 'FRF Sensitivity-Based Damage Identification Using Linkage Modeling for Limited Sensor Arrays', International Journal of Structural Stability and Dynamics, 18, http://dx.doi.org/10.1142/S0219455418400023

Dackermann U; Yu Y; Niederleithinger E; Li J; Wiggenhauser H, 2017, 'Condition assessment of foundation piles and utility poles based on guided wave propagation using a network of tactile transducers and support vector machines', Sensors (Switzerland), 17, pp. 2938, http://dx.doi.org/10.3390/s17122938

Jozi B; Braun R; Samali B; Li J; Dackermann U, 2017, 'Limitation of the Lateral Angled Broadband Low Frequency Impact Excitation on the Non-Destructive Condition Assessment of the Timber Utility Poles', International Journal of Advancements in Technology, 08, http://dx.doi.org/10.4172/0976-4860.1000194

Yu Y; Dackermann U; Li J; Subhani M, 2016, 'Condition assessment of timber utility poles based on a hierarchical data fusion model', Journal of Computing in Civil Engineering, 30, http://dx.doi.org/10.1061/(ASCE)CP.1943-5487.0000563

Yu Y; Li J; Yan N; Dackermann U; Samali B, 2016, 'Load capacity prediction of in-service timber utility poles considering wind load', Journal of Civil Structural Health Monitoring, 6, pp. 385 - 394, http://dx.doi.org/10.1007/s13349-016-0156-9

Dackermann U; Elsener R; Li J; Crews K, 2016, 'A comparative study of using static and ultrasonic material testing methods to determine the anisotropic material properties of wood', Construction and Building Materials, 102, pp. 963 - 976, http://dx.doi.org/10.1016/j.conbuildmat.2015.07.195

Dackermann U; Li J; Rijal R; Crews K, 2016, 'A dynamic-based method for the assessment of connection systems of timber composite structures', Construction and Building Materials, 102, pp. 999 - 1008, http://dx.doi.org/10.1016/j.conbuildmat.2015.10.009

Krause M; Dackermann U; Li J, 2015, 'Elastic wave modes for the assessment of structural timber: ultrasonic echo for building elements and guided waves for pole and pile structures', Journal of Civil Structural Health Monitoring, 5, pp. 221 - 249, http://dx.doi.org/10.1007/s13349-014-0087-2

Nguyen VV; Dackermann U; Li J; Alamdari MM; Mustapha S; Runcie P; Ye L, 2015, 'Damage identification of a concrete arch beam based on frequency response functions and artificial neural networks', Electronic Journal of Structural Engineering, 14, pp. 75 - 84

Mustapha S; Hu Y; Nguyen K; Alamdari MM; Runcie P; Dackermann U; Nguyen VV; Li J; Ye L, 2015, 'Pattern recognition based on time series analysis using vibration data for structural health monitoring in civil structures', Electronic Journal of Structural Engineering, 14, pp. 106 - 115

Dackermann U; Smith WA; Randall RB, 2014, 'Damage identification based on response-only measurements using cepstrum analysis and artificial neural networks', Structural Health Monitoring, 13, pp. 430 - 444, http://dx.doi.org/10.1177/1475921714542890

Dackermann U; Skinner B; Li J, 2014, 'Guided wave-based condition assessment of in situ timber utility poles using machine learning algorithms', Structural Health Monitoring, 13, pp. 374 - 388, http://dx.doi.org/10.1177/1475921714521269

Dackermann U; Crews K; Kasal B; Li J; Riggio M; Rinn F; Tannert T, 2014, 'In situ assessment of structural timber using stress-wave measurements', Materials and Structures/Materiaux et Constructions, 47, pp. 787 - 803, http://dx.doi.org/10.1617/s11527-013-0095-4

Dackermann U; Li JC; Rijal R; Samali B, 2013, 'A vibration-based approach for the estimation of the loss of composite action in timber composite systems', Advanced Materials Research, 778, pp. 462 - 469, http://dx.doi.org/10.4028/www.scientific.net/AMR.778.462

Elsener R; Dackermann U; Li JC; Samali B; Crews K, 2013, 'Experimental investigations of material properties of timber utility poles using various material testing approaches', Advanced Materials Research, 778, pp. 265 - 272, http://dx.doi.org/10.4028/www.scientific.net/AMR.778.265

Dackermann U; Li J; Samali B, 2013, 'Identification of member connectivity and mass changes on a two-storey framed structure using frequency response functions and artificial neural networks', Journal of Sound and Vibration, 332, pp. 3636 - 3653, http://dx.doi.org/10.1016/j.jsv.2013.02.018

Samali B; Dackermann U; Li J, 2012, 'Location and severity identification of notch-type damage in a two-storey steel framed structure utilising frequency response functions and artificial neural network', Advances in Structural Engineering, 15, pp. 743 - 757, http://dx.doi.org/10.1260/1369-4332.15.5.743

Li J; Dackermann U; Xu YL; Samali B, 2011, 'Damage identification in civil engineering structures utilizing PCA-compressed residual frequency response functions and neural network ensembles', Structural Control and Health Monitoring, 18, pp. 207 - 226, http://dx.doi.org/10.1002/stc.369

Dackermann U; Li J; Samali B, 2010, 'Dynamic-based damage identification using neural network ensembles and damage index method', Advances in Structural Engineering, 13, pp. 1001 - 1016, http://dx.doi.org/10.1260/1369-4332.13.6.1001

Dackermann U; Li J; Samali B, 2009, 'Damage identification in timber bridges utilising the damage index method and neural network ensembles', Australian Journal of Structural Engineering, 9, pp. 181 - 194, http://dx.doi.org/10.1080/13287982.2009.11465021

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