Dynamic Investigation of FRP Cracked Beam Using Neural Network Technique

ANSYS, released version 13, user manual

Altun F, Dirikgil T (2013) The prediction of prismatic beam behaviors with polypropylene fiber addition under high temperature effect through ANN, ANFIS and fuzzy genetic models. Compos Part B Eng 52:362–371

Cao M, Radzieński M, Xu W, Ostachowicz W (2014) Identification of multiple damage in beams based on robust curvature mode shapes. Mech Syst Sig Process 46:468–480

Dash AK, Parhi DR (2011) A vibration based inverse hybrid intelligent method for structural health monitoring. Int J Mech Mater Eng 6(2):212–230

Fang X, Luo H, Tang J (2005) Structural damage detection using neural network with learning rate improvement. Comput Struct 83(25–26):2150–2161

Ghoneam SM (1995) Dynamic analysis of open cracked laminated composite. Compos Struct 32:3–11

Hagan MT, Demuth HB (1996) Neural network design, 1996. PWS publishing Company, a division of Thomson Learning, Boston

Jones RM (1999) Mechanics of composite materials, 2nd edn. Taylor and Francis, New York

Knibbs RH, Morris JB (1974) The effects of fiber orientation on the physical properties of composites. Composite 5:209–218

Maiti A, Majumdar DK, Maity D (2012) Damage assessment of truss structures from changes in natural frequencies using ant colony optimization. Appl Math Comput 218:9759–9772

Nikpur K, Dimarogonas A (1988) Local of compliance of composite cracked bodies. Compos Sci Technol 32:209–223

Nguyen SD, Ngo KN, Tran QT, Choi SB (2013) A new method for beam-damage-diagnosis using adaptive fuzzy neural structure and wavelet analysis. Mech Syst Sig Process 39:181–194

Rafiee J, Tse PW, Harifi A, Sadeghi MH (2009) A novel technique for selecting mother wavelet function using an intelligent fault diagnosis system. Expert Syst Appl 36(3):4862–4875

Sekhar AS (2008) Multiple cracks effects and identification. Mech Syst Sig Process 22:845–878

Suresh S, Omkar SN, Ganguli R, Mani V (2004) Identification of crack location and depth in a cantilever beam using a modular neural network approach. Smart Mater Struct 13(4):907–915

Tada H, Paris PC, Irwin GR (1973) The stress analysis of cracks handbook. Del research Corporation, Hellertown

Vinson JR, Sierakowski RL (1991) Behaviour of structures composed of composite materials, 1st edn. Martinus Nijhoff, Dordrecht

Xue JN, Jiao XL, Xiao RY, Ji F (2012) Modal analysis of laminated composite beam based on elastic wave theory. Appl Mech Mater 151:275–280

Zheng SJ, Li ZQ, Wang HT (2011) A genetic fuzzy radial basis function neural network for structural health monitoring of composite laminated beams. Expert Syst Appl 38(9):11837–11842

Zhu F, Deng Z, Zhang J (2013) An integrated approach for structural damage identification using wavelet neuro-fuzzy model. Expert Syst Appl 40:7415–7427