Electro-mechanical impedance-based wireless structural health monitoring using PCA-data compression and k-means clustering algorithms

Journal of Intelligent Material Systems and Structures

Volumn 19, Issue 4, 2008, Pages 509-520

  Park, Seunghee ^a   Lee, Jong Jae ^b   Yun, Chung Bang ^a   Inman, Daniel J ^c  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b Sejong University   (South Korea)

^c VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

Author keywords

Electromechanical impedance; K means clustering; On board active sensor system; Principal component analysis; Self sensing macro fiber composite patch; Structural health monitoring; Wireless

Indexed keywords

CLUSTERING ALGORITHMS; DATA COMPRESSION; PATTERN RECOGNITION; SENSORS; STRUCTURAL HEALTH MONITORING; VIBRATION CONTROL;

BOLT-JOINTED ALUMINUM STRUCTURE; MACRO-FIBER COMPOSITE (MFC); SENSOR SYSTEMS;

ACOUSTIC IMPEDANCE;

EID: 40949126904     PISSN: 1045389X     EISSN: 15308138     Source Type: Journal    
DOI: 10.1177/1045389X07077400     Document Type: Article

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