Aerospace and Electronic Systems - August 2018 - 47

Sarego, Zaccariotto, and Galvanetto

[8]

[9]

[10]

[11]

[12]

[13]

[14]

[15]

[16]

[17]

[18]

[19]
[20]
[21]

ceedings of the 2nd IEEE International Workshop on Metrology for
Aerospace (MetroAeroSpace), 49-55, art. no. 7180625, 2015, doi:
10.1109/MetroAeroSpace.2015.7180625.
Staszewski, W. J., Mahzan, S., and Traynor, R. Health monitoring of
aerospace composite structures-Active and passive approach. Composites Science and Technology, Vol. 69, 11 (2009), 1678-1685.
Sanchez, J., and Benaroya, H. Review of force reconstruction techniques. Journal of Sound and Vibration, Vol. 333, 14 (2014), 2999-
3018.
Inoue, H., Harrigan, J. J., and Reid, S. R. Review of inverse analysis
for indirect measurement of impact force. Applied Mechanics Reviews, Vol. 54, 6 (2001), 503-524.
Thiene, M., Ghajari, M., Galvanetto, U., and Aliabadi, M. H. Effects
of the transfer function evaluation on the impact force reconstruction
with application to composite panels. Composite Structures, Vol. 114,
(2014), 1-9.
Kerschen, G., Worden, K., Vakakis, A. F., and Golinval, J. C. Past,
present and future of nonlinear system identification in structural dynamics. Mechanical Systems and Signal Processing, Vol. 20, 3 (2006),
505-592.
Cheng, C. M., Peng, Z. K., Zhang, W. M., and Meng, G. Volterraseries-based nonlinear system modeling and its engineering applications: A state-of-the-art review. Mechanical Systems and Signal Processing, Vol. 87, (2017), 340-364.
Rijlaarsdam, D., Nuij, P., Schoukens, J., and Steinbuch, M. Spectral
analysis of block structured nonlinear systems and higher order sinusoidal input describing functions. Automatica, Vol. 47, 12 (2011),
2684-2688.
Rijlaarsdam, D., Nuij, P., Schoukens, J., and Steinbuch, M. A comparative overview of frequency domain methods for nonlinear systems.
Mechatronics, Vol. 42, (2017), 11-24.
Ghajari, M., Sharif-Khodaei, Z., Aliabadi, M. H., and Apicella, A.
Identification of impact force for smart composite stiffened panels.
Smart Materials and Structures, Vol. 22, 8 (2013), 085014.
Ghajari, M., Sharif-Khodaei, Z., and Aliabadi, M. H. Impact detection
using artificial neural networks. Key Engineering Materials, Vol. 488,
(2012), 767-770.
Sung, D. U., Oh, J. H., Kim, C. G., and Hong, C. S. Impact monitoring of smart composite laminates using neural network and wavelet
analysis. Journal of Intelligent Material Systems and Structures, Vol.
11, 3 (2000), 180-190.
Rojas, R. Neural Networks: A Systematic Introduction. Springer Science & Business Media, 2013.
Maren, A. J., Harston, C. T., and Pap, R. M. Handbook of Neural Computing Applications. Academic Press, 2014.
Shivkumar, P., Anupama K., and Nitin C. Modeling and prediction
of machining process by response surface method (RSM) & artificial
neural network-A literature review and suggest approach. Interna-

AUGUST 2018

[22]

[23]

[24]

[25]

[26]
[27]

[28]
[29]

[30]

[31]
[32]

[33]
[34]

[35]
[36]
[37]
[38]
[39]

IEEE A&E SYSTEMS MAGAZINE

tional Journal of Advanced Research in Science, Engineering and
Technology, Vol. 4, 10 (2017), 4701-4708.
Zhang, Z., and Friedrich, K. Artificial neural networks applied to
polymer composites: A review. Composites Science and Technology,
Vol. 63, 14 (2003), 2029-2044.
Almeida, J. S. Predictive non-linear modeling of complex data by artificial neural networks. Current Opinion in Biotechnology, Vol. 13,
1 (2002), 72-76.
Svozil, D., Kvasnicka, V., and Pospichal, J. Introduction to multi-layer
feed-forward neural networks. Chemometrics and Intelligent Laboratory Systems, Vol. 39, 1 (1997), 43-62.
Sheela, K. G., and Deepa, S. N. Review on methods to fix number of
hidden neurons in neural networks. Mathematical Problems in Engineering, 2013, article ID 425740. [Online] Available: http://dx.doi.
org/10.1155/2013/425740.
Beale, M. H., Hagan, M. T., and Demuth, H. B. Neural Network Toolbox™ User's Guide. The MathWorks, Inc., 2017.
Faggiani, A., and Falzon, B. G. Predicting low-velocity impact damage on a stiffened composite panel. Composites Part A: Applied Science and Manufacturing, Vol. 41, 6 (2010), 737-749.
[Online] Available: http://abaqus.software.polimi.it/v6.12/pdf_books/
CAE.pdf.
Benardos, P. G., and Vosniakos, G. C. Optimizing feedforward artificial neural network architecture. Engineering Applications of Artificial Intelligence, Vol. 20, 3 (2007), 365-382.
Hornik, K., Stinchcombe, M., and White, H. Universal approximation
of an unknown mapping and its derivatives using multilayer feedforward networks. Neural Networks, Vol. 3, 5 (1990), 551-560.
Funahashi, K. I. On the approximate realization of continuous mappings by neural networks. Neural Networks, Vol. 2, 3 (1989), 183-192.
Wei, C., Baghdasaryan, L., Buranathiti, T., and Cao, J. Model validation via uncertainty propagation and data transformations. AIAA Journal, Vol. 42, 7 (2004), 1406-1415.
Rubinstein, R. Y. Simulation and the Monte-Carlo Method. New York:
John Wiley and Sons, 1981.
Herrador, M. Á., and González, A. G. Evaluation of measurement uncertainty in analytical assays by means of Monte-Carlo simulation.
Talanta, Vol. 64, 2 (2004), 415-422.
Hinkley, D. On quick choice of power transformation. Applied Statistics, Vol. 26, 1 (1977), 67-69.
Manly, B. F. J. Exponential data transformations. Statistician, Vol. 25,
1 (1976), 37-42.
John, J. A., and Draper, N. R. An alternative family of transformations. Applied Statistics, Vol. 29, 2 (1980), 190-197.
Yeo, I.-K., and Johnson, R. A new family of power transformations to
improve normality or symmetry. Biometrika, Vol. 87, (2000), 954-959.
[Online] Available: https://www.ia.omron.com/products/family/3500/
specification.html.

47


http://www.dx.doi.org/10.1155/2013/425740 http://www.dx.doi.org/10.1155/2013/425740 http://abaqus.software.polimi.it/v6.12/pdf_books/CAE.pdf http://abaqus.software.polimi.it/v6.12/pdf_books/CAE.pdf https://www.ia.omron.com/products/family/3500/specification.html https://www.ia.omron.com/products/family/3500/specification.html

Aerospace and Electronic Systems - August 2018

Table of Contents for the Digital Edition of Aerospace and Electronic Systems - August 2018

Contents
Aerospace and Electronic Systems - August 2018 - Cover1
Aerospace and Electronic Systems - August 2018 - Cover2
Aerospace and Electronic Systems - August 2018 - Contents
Aerospace and Electronic Systems - August 2018 - 2
Aerospace and Electronic Systems - August 2018 - 3
Aerospace and Electronic Systems - August 2018 - 4
Aerospace and Electronic Systems - August 2018 - 5
Aerospace and Electronic Systems - August 2018 - 6
Aerospace and Electronic Systems - August 2018 - 7
Aerospace and Electronic Systems - August 2018 - 8
Aerospace and Electronic Systems - August 2018 - 9
Aerospace and Electronic Systems - August 2018 - 10
Aerospace and Electronic Systems - August 2018 - 11
Aerospace and Electronic Systems - August 2018 - 12
Aerospace and Electronic Systems - August 2018 - 13
Aerospace and Electronic Systems - August 2018 - 14
Aerospace and Electronic Systems - August 2018 - 15
Aerospace and Electronic Systems - August 2018 - 16
Aerospace and Electronic Systems - August 2018 - 17
Aerospace and Electronic Systems - August 2018 - 18
Aerospace and Electronic Systems - August 2018 - 19
Aerospace and Electronic Systems - August 2018 - 20
Aerospace and Electronic Systems - August 2018 - 21
Aerospace and Electronic Systems - August 2018 - 22
Aerospace and Electronic Systems - August 2018 - 23
Aerospace and Electronic Systems - August 2018 - 24
Aerospace and Electronic Systems - August 2018 - 25
Aerospace and Electronic Systems - August 2018 - 26
Aerospace and Electronic Systems - August 2018 - 27
Aerospace and Electronic Systems - August 2018 - 28
Aerospace and Electronic Systems - August 2018 - 29
Aerospace and Electronic Systems - August 2018 - 30
Aerospace and Electronic Systems - August 2018 - 31
Aerospace and Electronic Systems - August 2018 - 32
Aerospace and Electronic Systems - August 2018 - 33
Aerospace and Electronic Systems - August 2018 - 34
Aerospace and Electronic Systems - August 2018 - 35
Aerospace and Electronic Systems - August 2018 - 36
Aerospace and Electronic Systems - August 2018 - 37
Aerospace and Electronic Systems - August 2018 - 38
Aerospace and Electronic Systems - August 2018 - 39
Aerospace and Electronic Systems - August 2018 - 40
Aerospace and Electronic Systems - August 2018 - 41
Aerospace and Electronic Systems - August 2018 - 42
Aerospace and Electronic Systems - August 2018 - 43
Aerospace and Electronic Systems - August 2018 - 44
Aerospace and Electronic Systems - August 2018 - 45
Aerospace and Electronic Systems - August 2018 - 46
Aerospace and Electronic Systems - August 2018 - 47
Aerospace and Electronic Systems - August 2018 - 48
Aerospace and Electronic Systems - August 2018 - 49
Aerospace and Electronic Systems - August 2018 - 50
Aerospace and Electronic Systems - August 2018 - 51
Aerospace and Electronic Systems - August 2018 - 52
Aerospace and Electronic Systems - August 2018 - 53
Aerospace and Electronic Systems - August 2018 - 54
Aerospace and Electronic Systems - August 2018 - 55
Aerospace and Electronic Systems - August 2018 - 56
Aerospace and Electronic Systems - August 2018 - 57
Aerospace and Electronic Systems - August 2018 - 58
Aerospace and Electronic Systems - August 2018 - 59
Aerospace and Electronic Systems - August 2018 - 60
Aerospace and Electronic Systems - August 2018 - 61
Aerospace and Electronic Systems - August 2018 - 62
Aerospace and Electronic Systems - August 2018 - 63
Aerospace and Electronic Systems - August 2018 - 64
Aerospace and Electronic Systems - August 2018 - 65
Aerospace and Electronic Systems - August 2018 - 66
Aerospace and Electronic Systems - August 2018 - 67
Aerospace and Electronic Systems - August 2018 - 68
Aerospace and Electronic Systems - August 2018 - Cover3
Aerospace and Electronic Systems - August 2018 - Cover4
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_february2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_january2023
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2022_tutorial
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_february2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_january2022
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2021_tutorials
https://www.nxtbook.com/nxtbooks/ieee/aerospace_february2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_january2021
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_february2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_january2020
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2019partII
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_july2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_june2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_april2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_may2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_march2019
https://www.nxtbook.com/nxtbooks/ieee/aerospace_december2018
https://www.nxtbook.com/nxtbooks/ieee/aerospace_august2018
https://www.nxtbook.com/nxtbooks/ieee/aerospace_october2018
https://www.nxtbook.com/nxtbooks/ieee/aerospace_september2018
https://www.nxtbook.com/nxtbooks/ieee/aerospace_november2018
https://www.nxtbookmedia.com