A Visual Analytics Tool for the Structural Health Monitoring of an Aircraft Panel
References:
[1] A. Guemes, Fiber Optic Strain Sensors. NATO-STO Lecture Series. Retrieved from https://www.sto.nato.int/publications/STO%20Educational%20Notes/STO-EN-AVT-220/EN-AVT-220-03.pdf, 2014. Accessed on: 19/11/2020
[2] A. Güemes, et al., “Methodologies for the Damage Detection Based on Fiber-Optic Sensors. Applications to the Fuselage Panel and Lower Wing Panel”, in Smart Intelligent Aircraft Structures (SARISTU), P.C. Wölcken, M. Papadopoulos, Eds., Switzerland: Springer International Publishing, 2016, pp 407-431.
[3] I.T. Jolliffe, Principal Component Analysis, New York, NY: Springer-Verlag, 2002, pp-10-28.
[4] F.M. Pisano, M. Ciminello, “Preliminary robustness analysis of a Structural Health Monitoring PCA-based algorithm”, in Proc. 9th European Workshop on Structural Health Monitoring, Manchester, 2018.
[5] J.W. Tukey, Exploratory Data Analysis, Boston, MA: Addison-Wesley Publishing Company, 1977, pp.29-43.
[6] https://www.r-project.org/ Accessed on: 19/11/2020
[7] F.M. Pisano, M. Ciminello, F. Romano, U. Mercurio, “Visual Analysis for PCA-based skin-stringer debonding of composite stiffened panels”, in Proc. 12th International Workshop on Structural Health Monitoring, Stanford, 2019, DOI 10.12783/shm2019/32480
[8] https://www.tableau.com. Accessed on: 19/11/2020
[9] P. Hanrahan, C. Stolte, J. Mackinlay, “Selecting a Visual Analytics Application”, Tableau whitepaper, https://www.tableau.com/whitepapers/selecting-visual-analytics-application. Accessed on: 19/11/2020
[10] J. Thomas, K. Cook. Illuminating the Path: Research and Development Agenda for Visual Analytics, United States: Department of Homeland Security, 2005.
[11] P.C. Wong, J. Thomas, “Visual Analytics”, Computer Graphics and Applications, IEEE, 24 (5), 2004, pp. 20-21. doi: 10.1109/MCG.2004.39
[12] D.A. Keim, F. Mansmann, J. Schneidewind, H. Ziegler, “Visual Analytics: Scope and Challenges”, Lecture Notes in Computer Science, No.4404, 2008, pp. 76-90.
[13] D.A. Keim, F. Mansmann, J. Schneidewind, A. Stoffel, H. Ziegler, “Visual Analytics”, Encyclopedia of Database Systems, Springer, 2009.
[14] Mastering the Information Age Solving Problems with Visual Analytics, VisMaster - European Coordination Action Project, D. Keim, J. Kohlhammer, G. Ellis., F. Mansmann, Eds., Eurographics Association, 2010.
[15] http://www.va-sa.net. Accessed on: 19/11/2020
[16] Extreme weather events and their consequences for civil protection, R. Heinz, N. vom Scheidt, E. Behm E. (Eds.), 2012.
[17] www.vis-sense.eu. Accessed on: 19/11/2020
[18] J. Dill, R. Earnshaw, D. Kasik, J. Vince, P.C. Wong, Expanding the frontiers of Visual Analytics and Visualization, Springer, 2012.
[19] J. J. Caban, D. Gotz, “Visual analytics in healthcare – opportunities and research challenges”, Journal of the American Medical Informatics Association, Vol. 22(2), March 2015, pp. 260–262, https://doi.org/10.1093/jamia/ocv006
[20] Y. Chung, N. Bagheri, J. A. Salinas-Perez, K. Smurthwaite, E. Walsh, M. A. Furst, S. Rosenberg, L. Salvador-Carull, “Role of visual analytics in supporting mental healthcare systems research and policy: A systematic scoping review”, International Journal of Information Management 50, 2020, pp. 17–27. https://doi.org/10.1016/j.ijinfomgt.2019.04.012
[21] https://researcher.watson.ibm.com/researcher/view_group.php?id=9297. Accessed on: 19/11/2020
[22] https://www.tableau.com/it-it/solutions/healthcare-provider-analytics. Accessed on: 19/11/2020
[23] https://www.sas.com/it_it/industry/health-care.html. Accessed on: 19/11/2020
[24] D. Kasik, “Visual Analyics at Boeing”, Boeing Information Technology 2012.
[25] D. Kasik, C. Senesac, “Visualization: Past, Present, and Future at Boeing”, Boeing Information Technology, 2012.
[26] M. Varga, A. de Hoon, R. May, C. Varga, H. van Gasteren, “Application of visual analytics to aviation safety - Wildlife strikes - The '5 W Questions”, IEEE Conference on Visual Analytics Science and Technology (VAST), Paris, 2014, pp. 283-284. doi: 10.1109/VAST.2014.7042531
[27] P. P. Giangarra, B. Metrovich, M. M. Schwitters, B. P. Semple, “Smarter bridges through advanced structural health monitoring”, IBM J. RES. & DEV., VOL. 55 NO. 1&2, 2011.
[28] B. Raphael, A. Harichandran, “Sensor Data Interpretation in Bridge Monitoring—A Case Study”, Front. Built Environ., 2020 https://doi.org/10.3389/fbuil.2019.00148
[29] https://www.globvision.com/index.php/. Accessed on: 19/11/2020
[30] https://rmarkdown.rstudio.com/. Accessed on: 19/11/2020
[31] “Visual Analysis Best Practices”, Tableau whitepaper, https://www.tableau.com/learn/whitepapers/tableau-visual-guidebook. Accessed on: 19/11/2020
[32] M. Hardin, D. Hom, R. Perez, L. Williams, “Which chart or graph is right for you?”, Tableau whitepaper, https://www.tableau.com/learn/whitepapers/which-chart-or-graph-is-right-for-you. Accessed on: 19/11/2020
[33] http://powertoolsfortableau.com/tools/drawing-tool. Accessed on: 19/11/2020
[34] https://www.gartner.com/en/documents/3980852/magic-quadrant-for-analytics-and-business-intelligence-p. Accessed on: 19/11/2020