Scientific publications
SILLAN builds on research by Prof. Weiwei Lin's group at Aalto University School of Engineering.
Li Z, Lan Y, Feng K, Lin W. Investigation of time-varying frequencies of two-axle vehicles and bridges during interaction using drive-by methods and improved multisynchrosqueezing transform. Mech Syst Signal Process. 2024;220:111677. doi:10.1016/j.ymssp.2024.111677
Li Z, Lan Y, Lin W. Footbridge damage detection using smartphone-recorded responses of micromobility and convolutional neural networks. Autom Constr. 2024;166:105587. doi:10.1016/j.autcon.2024.105587
Li Z, Lan Y, Lin W. Indirect frequency identification of footbridges with pedestrians using the contact-point response of shared scooters. J Bridge Eng. 2024;29(6):04024036. doi:10.1061/JBENF2.BEENG-6344
Lan Y, Li Z, Lin W. Physics-guided diagnosis framework for bridge health monitoring using raw vehicle accelerations. Mech Syst Signal Process. 2024;206:110899. doi:10.1016/j.ymssp.2023.110899
Lan Y, Li Z, Koski K, Fülöp L, Tirkkonen T, Lin W. Bridge frequency identification in city bus monitoring: A coherence-PPI algorithm. Eng Struct. 2023;296:116913. doi:10.1016/j.engstruct.2023.116913
Lan Y, Zhang Y, Lin W. Diagnosis algorithms for indirect bridge health monitoring via an Optimized AdaBoost-Linear SVM. Eng Struct. 2023;275A:115239. doi:10.1016/j.engstruct.2022.115239
Li Z, Lan Y, Lin W. Indirect damage detection for bridges using sensing and temporarily parked vehicles. Eng Struct. 2023;291:116459. doi:10.1016/j.engstruct.2023.116459
Li Z, Lin W, Zhang Y. Bridge frequency scanning using the contact-point response of an instrumented 3D vehicle: theory and numerical simulation. Struct Control Health Monit. 2023;3924349. doi:10.1155/2023/3924349
Li Z, Lin W, Zhang Y. Drive-by bridge damage detection using Mel-frequency cepstral coefficients and support vector machine. Struct Health Monit. 2023. doi:10.1177/14759217221150932
Li Z, Lin W, Zhang Y. Real-time drive-by bridge damage detection using deep auto-encoder. Struct. 2023;47:1167-81. doi:10.1016/j.istruc.2022.11.094
Li Z, Lan Y, Lin W. Investigation of frequency-domain dimension reduction for A2m-based bridge damage detection using accelerations of moving vehicles. Materials. 2023;16(5):1872. doi:10.3390/ma16051872
Lan Y, Li Z, Lin W. A time-domain signal processing algorithm for data-driven drive-by inspection methods: an experimental study. Materials. 2023;16(7):2624. doi:10.3390/ma16072624
Lan Y, Lin W, Zhang Y. Bridge frequency identification using multiple sensor responses of an ordinary vehicle. Int J Struct Stab Dyn. 2023. doi:10.1142/S0219455423500566
Li Z. Bridge health condition assessment using instrumented moving vehicles [doctoral thesis]. Aalto University, Finland; 2023. https://aaltodoc.aalto.fi/items/d1f855c3-07a1-4b82-8018-198e4801e260
Lan Y. Algorithmic advancements in drive-by inspection methods towards intelligent bridge monitoring [doctoral thesis]. Aalto University, Finland; 2023.
Huang Z. Numerical and experimental studies on the extraction of bridge mode shapes using vehicle response [master thesis]. Aalto University, Finland; 2025.
Finnish Transport Infrastructure Agency. Väyläviraston sillat 31.12.2024 – Sillaston rakenne, palvelutaso ja kunto (Bridge structure, service level and condition). Väyläviraston julkaisuja 78/2025. https://doria.fi/handle/10024/193067
Metsäkeskus. Yksityisteiden siltakartoitus. Published 2025. https://www.metsakeskus.fi/fi/yksityisteiden-siltakartoitus
Finnish Transport Infrastructure Agency. Bridge maintenance. Published 2020. https://vayla.fi/en/maintenance/road-network/bridge-maintenance
Fokuhl J. Diese maroden Brücken könnten als Nächstes bröckeln. Published 2025. https://www.handelsblatt.com/politik/deutschland/infrastruktur-diese-maroden-bruecken-koennten-als-naechstes-broeckeln/100118037.html
European Commission Directorate General Research. European Co-operation in the Field of Scientific and Technical Research. Published 2001. http://cost345.zag.si/Reports/COST_345_WG1.pdf
Global Market Insights. Bridge Inspection and Maintenance Services Market Size. Published December 2024. https://www.gminsights.com/industry-analysis/bridge-inspection-and-maintenance-services-market
He Z, Li W, Salehi H, Zhang H, Zhou H, Jiao P. Integrated structural health monitoring in bridge engineering. Automation in Construction. 2022;136:104168. doi:10.1016/j.autcon.2022.104168