• 제목/요약/키워드: magnetic charged system search

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Damage detection based on MCSS and PSO using modal data

  • Kaveh, Ali;Maniat, Mohsen
    • Smart Structures and Systems
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    • 제15권5호
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    • pp.1253-1270
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    • 2015
  • In this paper Magnetic Charged System Search (MCSS) and Particle Swarm Optimization (PSO) are applied to the problem of damage detection using frequencies and mode shapes of the structures. The objective is to identify the location and extent of multi-damage in structures. Both natural frequencies and mode shapes are used to form the required objective function. To moderate the effect of noise on measured data, a penalty approach is applied. A variety of numerical examples including two beams and two trusses are considered. A comparison between the PSO and MCSS is conducted to show the efficiency of the MCSS in finding the global optimum. The results show that the present methodology can reliably identify damage scenarios using noisy measurements and incomplete data.