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      Detecting and localizing anomalies on masonry towers from low-cost vibration monitoring

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      https://www.riss.kr/link?id=A107275388

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      다국어 초록 (Multilingual Abstract)

      The structural health of masonry towers can be monitored by installing few accelerometers (or seismometers) at the top of the building. This cost-effective setup provides continuous and reliable information on the natural frequencies of the structure ...

      The structural health of masonry towers can be monitored by installing few accelerometers (or seismometers) at the top of the building. This cost-effective setup provides continuous and reliable information on the natural frequencies of the structure and allows to detect the occurrence of structural anomalies; however, to move from anomaly detection to localization with such a simplified distribution of sensors, a calibrated numerical model is needed. The paper summarizes the development of a Structural Health Monitoring (SHM) procedure for the model-based damage assessment in masonry towers using frequency data. The proposed methodology involves the subsequent steps: (i) preliminary analysis including geometric survey and ambient vibration tests; (ii) FE modeling and updating based on the identified modal parameters; (iii) creation of a Damage Location Reference Matrix (DLRM) from numerically simulated damage scenarios; (iv) detection of the onset of damage from the analysis of the continuously collected vibration data, and (v) localization of the anomalies through the comparison between the experimentally identified variations of natural frequencies and the above-defined DLRM matrix. The proposed SHM methodology is exemplified on the ancient <i>Zuccaro</i> tower in Mantua, Italy. Pseudo-experimental monitoring data were generated and employed to assess the reliability of the developed algorithm in identifying the damage location. The results show a promise toward the practical applications of the proposed strategy for the early identification of damage in ancient towers.

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      참고문헌 (Reference)

      1 Riccardo Mario Azzara, "The influence of environmental parameters on the dynamic behaviour of the San Frediano bell tower in Lucca" Elsevier BV 156 : 175-187, 2018

      2 Binda, L., "The collapse of the Civic Tower of Pavia : a survey of the materials and structure" 20 (20): 11-20, 1992

      3 Alban Kita, "Temperature effects on static and dynamic behavior of Consoli Palace in Gubbio, Italy" Elsevier BV 120 : 180-202, 2019

      4 Hotelling, H., "Techniques of Statistical Analysis" 111-184, 1947

      5 Binda, L., "Survey and investigations for the diagnosis of damage in masonry structures : the"Torrazzo"of Cremona" 2000

      6 van Overschee, P., "Subspace Identification for Linear Systems: Theory, Implementation, Applications" Kluwer Academic Publishers 1996

      7 Filippo Lorenzoni, "Structural health monitoring of the Roman Arena of Verona, Italy" Springer Science and Business Media LLC 3 (3): 227-246, 2013

      8 A.-M. Yan, "Structural damage diagnosis under varying environmental conditions—Part I: A linear analysis" Elsevier BV 19 (19): 847-864, 2005

      9 Antonella Saisi, "Structural Analysis of Historical Constructions" 2422-2430, 2019

      10 Marco Valente, "Seismic assessment of historical masonry towers by means of simplified approaches and standard FEM" Elsevier BV 108 : 74-104, 2016

      1 Riccardo Mario Azzara, "The influence of environmental parameters on the dynamic behaviour of the San Frediano bell tower in Lucca" Elsevier BV 156 : 175-187, 2018

      2 Binda, L., "The collapse of the Civic Tower of Pavia : a survey of the materials and structure" 20 (20): 11-20, 1992

      3 Alban Kita, "Temperature effects on static and dynamic behavior of Consoli Palace in Gubbio, Italy" Elsevier BV 120 : 180-202, 2019

      4 Hotelling, H., "Techniques of Statistical Analysis" 111-184, 1947

      5 Binda, L., "Survey and investigations for the diagnosis of damage in masonry structures : the"Torrazzo"of Cremona" 2000

      6 van Overschee, P., "Subspace Identification for Linear Systems: Theory, Implementation, Applications" Kluwer Academic Publishers 1996

      7 Filippo Lorenzoni, "Structural health monitoring of the Roman Arena of Verona, Italy" Springer Science and Business Media LLC 3 (3): 227-246, 2013

      8 A.-M. Yan, "Structural damage diagnosis under varying environmental conditions—Part I: A linear analysis" Elsevier BV 19 (19): 847-864, 2005

      9 Antonella Saisi, "Structural Analysis of Historical Constructions" 2422-2430, 2019

      10 Marco Valente, "Seismic assessment of historical masonry towers by means of simplified approaches and standard FEM" Elsevier BV 108 : 74-104, 2016

      11 A. Messina, "STRUCTURAL DAMAGE DETECTION BY A SENSITIVITY AND STATISTICAL-BASED METHOD" Elsevier BV 216 (216): 791-808, 1998

      12 Jolliffe, I. T., "Principal Component Analysis" Springer 2002

      13 Mariella Diaferio, "Prediction of the fundamental frequencies and modal shapes of historic masonry towers by empirical equations based on experimental data" Elsevier BV 156 : 433-442, 2018

      14 Kennedy, J., "Particle Swarm Optimization" 1995

      15 A. Bellino, "PCA-based detection of damage in time-varying systems" Elsevier BV 24 (24): 2250-2260, 2010

      16 Cantieni, R., "One-year monitoring of a historic bell tower" 2014

      17 Carmelo Gentile, "One-year dynamic monitoring of a historic tower: damage detection under changing environment" Springer Science and Business Media LLC 51 (51): 2873-2889, 2016

      18 Fernando Peña, "Numerical models for the seismic assessment of an old masonry tower" Elsevier BV 32 (32): 1466-1478, 2010

      19 G. Standoli, "Model Updating of Historical Belfries Based on Oma Identification Techniques" Informa UK Limited 15 (15): 132-156, 2021

      20 Rune Brincker, "Modal identification of output-only systems using frequency domain decomposition" IOP Publishing 10 (10): 441-445, 2001

      21 Francesco Potenza, "Long-term structural monitoring of the damaged Basilica S. Maria di Collemaggio through a low-cost wireless sensor network" Springer Science and Business Media LLC 5 (5): 655-676, 2015

      22 Carmelo Gentile, "Long-term monitoring for the condition-based structural maintenance of the Milan Cathedral" Elsevier BV 228 : 117101-, 2019

      23 Montgomery, D. C., "Introduction to Statistical Quality Control" John Wiley & Sons 1997

      24 ISMES, "Indagine conoscitiva e monitoraggio delle strutture murarie e del terreno di fondazione della torre degli Zuccaro (MN), Technical Report" 1990

      25 Alessandro Cabboi, "From continuous vibration monitoring to FEM-based damage assessment: Application on a stone-masonry tower" Elsevier BV 156 : 252-265, 2017

      26 Gentile, C., "FE modelling for seismic assessment of an ancient tower from ambient vibration survey" 2019

      27 Lionello, A., "Experimental and numerical analysis of the structural behaviour of St. Stefano’s bell-tower in Venice" 2004

      28 Ilaria Venanzi, "Earthquake-induced damage localization in an historic masonry tower through long-term dynamic monitoring and FE model calibration" Springer Science and Business Media LLC 18 (18): 2247-2274, 2020

      29 Douglas, B. M., "Dynamic tests and system identification of bridges" 108 (108): 2295-2312, 1982

      30 Luís F. Ramos, "Dynamic structural health monitoring of Saint Torcato church" Elsevier BV 35 (35): 1-15, 2013

      31 Ahmed Elyamani, "Dynamic investigation of a large historical cathedral" Wiley 24 (24): e1885-, 2017

      32 Diaferio, M., "Dynamic identification of the tower of the Provincial Administration Building, Bari, Italy" 2007

      33 Allemang, R. J., "Correlation coefficient for modal vector analysis" 1982

      34 J.-T. KIM, "CRACK DETECTION IN BEAM-TYPE STRUCTURES USING FREQUENCY DATA" Elsevier BV 259 (259): 145-160, 2003

      35 Filippo Ubertini, "Assessment of a monumental masonry bell-tower after 2016 Central Italy seismic sequence by long-term SHM" Springer Science and Business Media LLC 16 (16): 775-801, 2018

      36 Giacomo Zonno, "Analysis of the long and short-term effects of temperature and humidity on the structural properties of adobe buildings using continuous monitoring" Elsevier BV 196 : 109299-, 2019

      37 C. Gentile, "Ambient vibration testing of historic masonry towers for structural identification and damage assessment" Elsevier BV 21 (21): 1311-1321, 2007

      38 Gabriele Milani, "Advanced Seismic Assessment of Four Masonry Bell Towers in Italy after Operational Modal Analysis (OMA) Identification" Informa UK Limited 15 (15): 157-186, 2021

      39 Structural Vibration Solutions, "ARTeMIS Extractor Pro 2011"

      40 Doebling, S. W., "A summary eview of vibration-based damage identification methods" 30 (30): 91-105, 1998

      41 Gianni Bartoli, "A numerical study on seismic risk assessment of historic masonry towers: a case study in San Gimignano" Springer Science and Business Media LLC 14 (14): 1475-1518, 2016

      42 Maria-Giovanna Masciotta, "A multidisciplinary approach to assess the health state of heritage structures: The case study of the Church of Monastery of Jerónimos in Lisbon" Elsevier BV 116 : 169-187, 2016

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2021 평가예정 해외DB학술지평가 신청대상 (해외등재 학술지 평가)
      2020-12-01 평가 등재 탈락 (해외등재 학술지 평가)
      2013-10-01 평가 SCOPUS 등재 (등재유지) KCI등재
      2011-11-01 학술지명변경 한글명 : 스마트 구조와 시스템 국제 학술지 -> Smart Structures and Systems, An International Journal KCI등재후보
      2011-01-01 평가 등재후보학술지 유지 (기타) KCI등재후보
      2007-06-12 학술지등록 한글명 : 스마트 구조와 시스템 국제 학술지
      외국어명 : Smart Structures and Systems, An International Journal
      KCI등재후보
      2007-06-12 학술지등록 한글명 : 컴퓨터와 콘크리트 국제학술지
      외국어명 : Computers and Concrete, An International Journal
      KCI등재후보
      2007-04-09 학회명변경 한글명 : (사)국제구조공학회 -> 국제구조공학회 KCI등재후보
      2005-06-16 학회명변경 영문명 : Ternational Association Of Structural Engineering And Mechanics -> International Association of Structural Engineering And Mechanics KCI등재후보
      2005-01-01 평가 SCIE 등재 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.17 0.44 1.04
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.97 0.88 0.318 0.18
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