Pollack Periodica
Volume/Issue:
Volume 18: Issue 3
Improving structural health monitoring with impact zone localization using heuristic algorithms
Authors:
Abdelali El-Bakari Department of Industrial and Civil Sciences and Technologies, National School of Applied Sciences, Abdelmalek Essaadi University, Tetouan, Morocco
Advanced Materials, Structures and Civil Engineering, National School of Applied Sciences, Abdelmalek Essaadi University, Tetouan, Morocco

Search for other papers by Abdelali El-Bakari in
Current site
Google Scholar
PubMed Close
https://orcid.org/0000-0002-4196-6640
,
Abdellatif Khamlichi Department of Industrial and Civil Sciences and Technologies, National School of Applied Sciences, Abdelmalek Essaadi University, Tetouan, Morocco
Advanced Materials, Structures and Civil Engineering, National School of Applied Sciences, Abdelmalek Essaadi University, Tetouan, Morocco

Search for other papers by Abdellatif Khamlichi in
Current site
Google Scholar
PubMed Close
, and
Eric Jacquelin Department of Civil Engineering, Sustainable Construction Institute of Technology, University of Lyon, Lyon, France

Search for other papers by Eric Jacquelin in
Current site
Google Scholar
PubMed Close
Pages:
26–32
Online Publication Date:
26 Apr 2023
Publication Date:
25 Sep 2023
Article Category:
Research Article
DOI:
https://doi.org/10.1556/606.2023.00743
Keywords:
particle swarm optimization; differential evolution; localization; impact characteristics
Restricted access

Abstract

This paper presents a novel approach for reconstructing the characteristics of non-punctual impact events on elastic plates by introducing multi-parameter optimization. The objective function is minimized using two heuristic optimization techniques, particle swarm optimization, and differential evolution, to reconstruct impact force characteristics. The force was regarded as taking the form of a uniform pressure over a part of the plate called the patch. The Maxwell-Betti theorem was considered to decouple the problem of localization and the time history of the applying unknown load. The approach based on heuristic optimization methods has been proven a performance to locate the impact zone. A comparison between particle swarm optimization and differential evolution was discussed.

  • [1]

    C. Yang and Y. Xia, “A multi-objective optimization strategy of load-dependent sensor number determination and placement for on-orbit modal identification,” Measurement, vol. 200, 2022, Paper no. 111682.

    • Search Google Scholar
    • Export Citation
  • [2]

    M. Dub and A. Stefek, “Using PSO method for system identification,” in Mechatronics 2013, T. Březina and R. Jabloński, Eds, Springer, 2014, pp. 143–150.

    • Search Google Scholar
    • Export Citation
  • [3]

    B. Balla, Z. Orban, and A. Len, “Assessing the reliability of single and combined diagnostic tools for testing the mechanical properties of historic masonry structures,” Pollack Period., vol. 14, no. 3, pp. 31–42, 2019.

    • Search Google Scholar
    • Export Citation
  • [4]

    D. Serfőző and B. Père, “Application analysis of time stepping methods for impact problems,” Pollack Period., vol. 17, no. 3, pp. 30–35, 2022.

    • Search Google Scholar
    • Export Citation
  • [5]

    S. Atobe, H. Fukunaga, and N. Hu, “Impact force identification of CFRP structures using experimental transfer matrices,” Comput. Mater. Continua, vol. 26, no. 1, pp. 67–90, 2011.

    • Search Google Scholar
    • Export Citation
  • [6]

    E. Zhang, J. Antoni, P. Feissel, “Bayesian force reconstruction with an uncertain model,” J. Sound Vib., vol. 331, no. 4, pp. 798–814, 2012.

    • Search Google Scholar
    • Export Citation
  • [7]

    C. Huang, Y. Ren, E. K. McGuinness, M. D. Losego, R. P. Lively, and V. R. Joseph, “Bayesian optimization of functional output in inverse problems,” Optim. Eng., vol. 22, pp. 2553–2574, 2021.

    • Search Google Scholar
    • Export Citation
  • [8]

    D. Liang, S. F. Yuan, and M. L. Liu, “Distributed coordination algorithm for impact location of preciseness and real-time on composite structures,” Measurement, vol. 46, no. 1, pp. 527–536, 2013.

    • Search Google Scholar
    • Export Citation
  • [9]

    D. Goutaudier, D. Gendre, V. Kehr-Candille, and R. Ohayon, “Single-sensor approach for impact localization and force reconstruction by using discriminating vibration modes,” Mech. Syst. Sig. Process., vol. 138, 2020, Paper no. 106534.

    • Search Google Scholar
    • Export Citation
  • [10]

    F. Hajdu, P. Szalai, P. Mika, and R. Kuti, “Parameter identification of a fire truck suspension for vibration analysis,” Pollack Period., vol. 14, no. 3, pp. 51–62, 2019.

    • Search Google Scholar
    • Export Citation
  • [11]

    Z. Chen, T. H. T. Chan, and L. Yu, “Comparison of regularization methods for moving force identification with ill-posed problems,” J. Sound Vib., vol. 478, 2020, Paper no. 115349.

    • Search Google Scholar
    • Export Citation
  • [12]

    A. El-Bakari, A. Khamlichi, R. Dkiouak, and E. Jacquelin, “Assessing impact force localization by using a particle swarm algorithm,” J. Sound Vib., vol. 333, no. 6, pp. 1554–1561, 2014.

    • Search Google Scholar
    • Export Citation
  • [13]

    J. Kennedy and R. Eberhart, “Particle swarm optimization,” in International Conference on Neural Networks, Perth, WA, Australia, 27 November–1 December 1995, pp. 1942–1948.

    • Search Google Scholar
    • Export Citation
  • [14]

    P. Upadhyay, R. Kar, D. Mandal, and S. P. Ghoshal, “IIR system identification using differential evolution with wavelet mutation,” Eng. Sci. Technol. Int. J., vol. 17, no. 1, pp. 8–24, 2014.

    • Search Google Scholar
    • Export Citation
  • [15]

    R. Storn and K. Price, “Differential evolution – a simple and efficient heuristic for global optimization over continuous spaces,” J. Glob. Optim., vol. 11, pp. 341–359, 1997.

    • Search Google Scholar
    • Export Citation
  • Collapse
  • Expand
Cover Pollack Periodica
Pollack Periodica
Print ISSN:
1788-1994
Online ISSN:
1788-3911

Senior editors

Editor(s)-in-Chief: Iványi, Amália

Editor(s)-in-Chief: Iványi, Péter

 

Scientific Secretary

Miklós M. Iványi

Editorial Board

  • Bálint Bachmann (Institute of Architecture, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Jeno Balogh (Department of Civil Engineering Technology, Metropolitan State University of Denver, Denver, Colorado, USA)
  • Radu Bancila (Department of Geotechnical Engineering and Terrestrial Communications Ways, Faculty of Civil Engineering and Architecture, “Politehnica” University Timisoara, Romania)
  • Charalambos C. Baniotopolous (Department of Civil Engineering, Chair of Sustainable Energy Systems, Director of Resilience Centre, School of Engineering, University of Birmingham, U.K.)
  • Oszkar Biro (Graz University of Technology, Institute of Fundamentals and Theory in Electrical Engineering, Austria)
  • Ágnes Borsos (Institute of Architecture, Department of Interior, Applied and Creative Design, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Matteo Bruggi (Dipartimento di Ingegneria Civile e Ambientale, Politecnico di Milano, Italy)
  • Petra Bujňáková (Department of Structures and Bridges, Faculty of Civil Engineering, University of Žilina, Slovakia)
  • Anikó Borbála Csébfalvi (Department of Civil Engineering, Institute of Smart Technology and Engineering, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Mirjana S. Devetaković (Faculty of Architecture, University of Belgrade, Serbia)
  • Szabolcs Fischer (Department of Transport Infrastructure and Water Resources Engineering, Faculty of Architerture, Civil Engineering and Transport Sciences Széchenyi István University, Győr, Hungary)
  • Radomir Folic (Department of Civil Engineering, Faculty of Technical Sciences, University of Novi Sad Serbia)
  • Jana Frankovská (Department of Geotechnics, Faculty of Civil Engineering, Slovak University of Technology in Bratislava, Slovakia)
  • János Gyergyák (Department of Architecture and Urban Planning, Institute of Architecture, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Kay Hameyer (Chair in Electromagnetic Energy Conversion, Institute of Electrical Machines, Faculty of Electrical Engineering and Information Technology, RWTH Aachen University, Germany)
  • Elena Helerea (Dept. of Electrical Engineering and Applied Physics, Faculty of Electrical Engineering and Computer Science, Transilvania University of Brasov, Romania)
  • Ákos Hutter (Department of Architecture and Urban Planning, Institute of Architecture, Faculty of Engineering and Information Technolgy, University of Pécs, Hungary)
  • Károly Jármai (Institute of Energy and Chemical Machinery, Faculty of Mechanical Engineering and Informatics, University of Miskolc, Hungary)
  • Teuta Jashari-Kajtazi (Department of Architecture, Faculty of Civil Engineering and Architecture, University of Prishtina, Kosovo)
  • Róbert Kersner (Department of Technical Informatics, Institute of Information and Electrical Technology, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Rita Kiss  (Biomechanical Cooperation Center, Faculty of Mechanical Engineering, Budapest University of Technology and Economics, Budapest, Hungary)
  • István Kistelegdi  (Department of Building Structures and Energy Design, Institute of Architecture, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Stanislav Kmeť (President of University Science Park TECHNICOM, Technical University of Kosice, Slovakia)
  • Imre Kocsis  (Department of Basic Engineering Research, Faculty of Engineering, University of Debrecen, Hungary)
  • László T. Kóczy (Department of Information Sciences, Faculty of Mechanical Engineering, Informatics and Electrical Engineering, University of Győr, Hungary)
  • Dražan Kozak (Faculty of Mechanical Engineering, Josip Juraj Strossmayer University of Osijek, Croatia)
  • György L. Kovács (Department of Technical Informatics, Institute of Information and Electrical Technology, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Balázs Géza Kövesdi (Department of Structural Engineering, Faculty of Civil Engineering, Budapest University of Engineering and Economics, Budapest, Hungary)
  • Tomáš Krejčí (Department of Mechanics, Faculty of Civil Engineering, Czech Technical University in Prague, Czech Republic)
  • Jaroslav Kruis (Department of Mechanics, Faculty of Civil Engineering, Czech Technical University in Prague, Czech Republic)
  • Miklós Kuczmann (Department of Automations, Faculty of Mechanical Engineering, Informatics and Electrical Engineering, Széchenyi István University, Győr, Hungary)
  • Tibor Kukai (Department of Engineering Studies, Institute of Smart Technology and Engineering, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Maria Jesus Lamela-Rey (Departamento de Construcción e Ingeniería de Fabricación, University of Oviedo, Spain)
  • János Lógó  (Department of Structural Mechanics, Faculty of Civil Engineering, Budapest University of Technology and Economics, Hungary)
  • Carmen Mihaela Lungoci (Faculty of Electrical Engineering and Computer Science, Universitatea Transilvania Brasov, Romania)
  • Frédéric Magoulés (Department of Mathematics and Informatics for Complex Systems, Centrale Supélec, Université Paris Saclay, France)
  • Gabriella Medvegy (Department of Interior, Applied and Creative Design, Institute of Architecture, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Tamás Molnár (Department of Visual Studies, Institute of Architecture, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Ferenc Orbán (Department of Mechanical Engineering, Institute of Smart Technology and Engineering, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Zoltán Orbán (Department of Civil Engineering, Institute of Smart Technology and Engineering, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Dmitrii Rachinskii (Department of Mathematical Sciences, The University of Texas at Dallas, Texas, USA)
  • Chro Radha (Chro Ali Hamaradha) (Sulaimani Polytechnic University, Technical College of Engineering, Department of City Planning, Kurdistan Region, Iraq)
  • Maurizio Repetto (Department of Energy “Galileo Ferraris”, Politecnico di Torino, Italy)
  • Zoltán Sári (Department of Technical Informatics, Institute of Information and Electrical Technology, Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Grzegorz Sierpiński (Department of Transport Systems and Traffic Engineering, Faculty of Transport, Silesian University of Technology, Katowice, Poland)
  • Zoltán Siménfalvi (Institute of Energy and Chemical Machinery, Faculty of Mechanical Engineering and Informatics, University of Miskolc, Hungary)
  • Andrej Šoltész (Department of Hydrology, Faculty of Civil Engineering, Slovak University of Technology in Bratislava, Slovakia)
  • Zsolt Szabó (Faculty of Information Technology and Bionics, Pázmány Péter Catholic University, Hungary)
  • Mykola Sysyn (Chair of Planning and Design of Railway Infrastructure, Institute of Railway Systems and Public Transport, Technical University of Dresden, Germany)
  • András Timár (Faculty of Engineering and Information Technology, University of Pécs, Hungary)
  • Barry H. V. Topping (Heriot-Watt University, UK, Faculty of Engineering and Information Technology, University of Pécs, Hungary)

POLLACK PERIODICA
Pollack Mihály Faculty of Engineering
Institute: University of Pécs
Address: Boszorkány utca 2. H–7624 Pécs, Hungary
Phone/Fax: (36 72) 503 650

E-mail: peter.ivanyi@mik.pte.hu 

or amalia.ivanyi@mik.pte.hu

Indexing and Abstracting Services:

  • SCOPUS
  • CABELLS Journalytics

 

2024  
Scopus  
CiteScore  
CiteScore rank  
SNIP  
Scimago  
SJR index 0.385
SJR Q rank Q3

2023  
Scopus  
CiteScore 1.5
CiteScore rank Q3 (Civil and Structural Engineering)
SNIP 0.849
Scimago  
SJR index 0.288
SJR Q rank Q3

Pollack Periodica
Publication Model Hybrid
Submission Fee none
Article Processing Charge 900 EUR/article
Printed Color Illustrations 40 EUR (or 10 000 HUF) + VAT / piece
Regional discounts on country of the funding agency World Bank Lower-middle-income economies: 50%
World Bank Low-income economies: 100%
Further Discounts Editorial Board / Advisory Board members: 50%
Corresponding authors, affiliated to an EISZ member institution subscribing to the journal package of Akadémiai Kiadó: 100%
Subscription fee 2025 Online subsscription: 381 EUR / 420 USD
Print + online subscription: 456 EUR / 520 USD
Subscription Information Online subscribers are entitled access to all back issues published by Akadémiai Kiadó for each title for the duration of the subscription, as well as Online First content for the subscribed content.
Purchase per Title Individual articles are sold on the displayed price.

 

Pollack Periodica
Language English
Size A4
Year of
Foundation		 2006
Volumes
per Year		 1
Issues
per Year		 3
Founder Faculty of Engineering and Information Technology, University of Pécs
Founder's
Address		 H–7624 Pécs, Hungary, Boszorkány utca 2.
Publisher Akadémiai Kiadó
Publisher's
Address		 H-1117 Budapest, Hungary 1516 Budapest, PO Box 245.
Responsible
Publisher		 Chief Executive Officer, Akadémiai Kiadó
ISSN 1788-1994 (Print)
ISSN 1788-3911 (Online)

Monthly Content Usage

Abstract Views Full Text Views PDF Downloads
Dec 2024 38 0 0
Jan 2025 71 0 0
Feb 2025 78 0 0
Mar 2025 90 0 0
Apr 2025 40 0 0
May 2025 3 0 0
Jun 2025 0 0 0