Salazar et al 2017a - Revision history

Cinmemj: Cinmemj moved page Draft Samper 930108789 to Salazar et al 2017a

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Cinmemj moved page Draft Samper 930108789 to Salazar et al 2017a

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 '''Title:''' Posibilidades de la inteligencia artificial en el análisis de auscultación de presas   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''  Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.    '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Conference:''' III Jornadas de Ingeniería del Agua. La protección contra los riesgos hídricos (JIA 2013)   '''Date-Location:''' October 2013 -  Valencia (Spain)   '''ISBN''' 978-84-267-2070-2
 ==B.2 Avances en el tratamiento y análisis de datos de auscultación de presas==
 '''Title:''' Avances en el tratamiento y análisis de datos de auscultación de presas   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''  León Morera. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.    '''Fourth Author:''' Rafael Morán. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Fifth Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE – International Center for Numerical Methods in Engineering   '''Conference:''' X Jornadas Españolas de Presas   '''Date-Location:''' February 2015 -  Sevilla (Spain)
 ==B.3 Nuevas técnicas para el análisis de datos de auscultación de presas y la definición de indicadores cuantitativos de su comportamiento==
 '''Title:''' Nuevas técnicas para el análisis de datos de auscultación de presas y la definición de indicadores cuantitativos de su comportamiento   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''  Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering    '''Fourth Author:''' León Morera. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Fifth Author:''' Rafael Morán. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Conference:''' III Jornadas de Ingeniería del Agua. La precipitación y los procesos erosivos (JIA 2015)   '''Date-Location:''' October 2013 -  Córdoba (Spain)
 ==B.4 A methodology for dam safety evaluation and anomaly detection based on boosted regression trees==
 '''Title:''' A methodology for dam safety evaluation and anomaly detection based on boosted regression trees   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''  José M. González. CIMNE - International Center for Numerical Methods in Engineering   '''Third Author:'''  Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Fourth Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Conference:''' 8<math display="inline">^{th}</math> European Workshop on Structural Health Monitoring   '''Date-Location:''' July 2016 -  Bilbao (Spain)
 =Appendix C. Code=

@@ Line 2,229: / Line 2,229: @@
 '''Title:'''   Data-based models for the prediction of dam behaviour. A review and some methodological considerations   '''First Author:'''   Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''   Rafael Morán Moya. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:'''   Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Fourth Author:'''   Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Journal:'''   Archives of Computational Methods in Engineering   '''D.O.I.''' 10.1007/s11831-015-9157-9    '''Impact Factor''' 4.214
@@ Line 2,236: / Line 2,238: @@
 '''Second Author:'''   Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Journal:''' Engineering Structures   '''D.O.I.''' 10.1016/j.engstruct.2015.08.001.   '''Impact Factor''' 1.893
@@ Line 2,243: / Line 2,247: @@
 '''First Author:''' Fernando Salazar González. CIMNE – International Center for Numerical Methods in Engineering   '''Second Author:''' Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Fourth Author:''' Rafael Morán Moya. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Journal:''' Structural Safety   '''D.O.I.''' 10.1016/j.strusafe.2015.05.001   '''Impact Factor''' 2.086
 ==A.4 Interpretation of dam deformation and leakage with boosted regression trees==
 '''Title:''' Interpretation of dam deformation and leakage with boosted regression trees   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:''' Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Fourth Author:''' Benjamín Suárez Arroyo. CIMNE - International Center for Numerical Methods in Engineering   '''Journal:''' Engineering Structures   '''D.O.I.''' 10.1016/j.engstruct.2016.04.012   '''Impact Factor''' 1.893
 =Appendix B. Other publications=

@@ Line 2,247: / Line 2,247: @@
 '''Title:''' Interpretation of dam deformation and leakage with boosted regression trees   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:''' Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Fourth Author:''' Benjamín Suárez Arroyo. CIMNE - International Center for Numerical Methods in Engineering   '''Journal:''' Engineering Structures   '''D.O.I.''' 10.1016/j.engstruct.2016.04.012   '''Impact Factor''' 1.893
-=8 Other publications=
+=Appendix B. Other publications=
-==8.1 Posibilidades de la inteligencia artificial en el análisis de auscultación de presas==
+==B.1 Posibilidades de la inteligencia artificial en el análisis de auscultación de presas==
 '''Title:''' Posibilidades de la inteligencia artificial en el análisis de auscultación de presas   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''  Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.    '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Conference:''' III Jornadas de Ingeniería del Agua. La protección contra los riesgos hídricos (JIA 2013)   '''Date-Location:''' October 2013 -  Valencia (Spain)   '''ISBN''' 978-84-267-2070-2
-==8.2 Avances en el tratamiento y análisis de datos de auscultación de presas==
+==B.2 Avances en el tratamiento y análisis de datos de auscultación de presas==
 '''Title:''' Avances en el tratamiento y análisis de datos de auscultación de presas   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''  León Morera. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.    '''Fourth Author:''' Rafael Morán. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Fifth Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE – International Center for Numerical Methods in Engineering   '''Conference:''' X Jornadas Españolas de Presas   '''Date-Location:''' February 2015 -  Sevilla (Spain)
-==8.3 Nuevas técnicas para el análisis de datos de auscultación de presas y la definición de indicadores cuantitativos de su comportamiento==
+==B.3 Nuevas técnicas para el análisis de datos de auscultación de presas y la definición de indicadores cuantitativos de su comportamiento==
 '''Title:''' Nuevas técnicas para el análisis de datos de auscultación de presas y la definición de indicadores cuantitativos de su comportamiento   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''  Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering    '''Fourth Author:''' León Morera. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Fifth Author:''' Rafael Morán. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Conference:''' III Jornadas de Ingeniería del Agua. La precipitación y los procesos erosivos (JIA 2015)   '''Date-Location:''' October 2013 -  Córdoba (Spain)
-==8.4 A methodology for dam safety evaluation and anomaly detection based on boosted regression trees==
+==B.4 A methodology for dam safety evaluation and anomaly detection based on boosted regression trees==
 '''Title:''' A methodology for dam safety evaluation and anomaly detection based on boosted regression trees   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''  José M. González. CIMNE - International Center for Numerical Methods in Engineering   '''Third Author:'''  Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Fourth Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Conference:''' 8<math display="inline">^{th}</math> European Workshop on Structural Health Monitoring   '''Date-Location:''' July 2016 -  Bilbao (Spain)

@@ Line 2,223: / Line 2,223: @@
 '''[[#citeF-83|[83]]]''' Dan Vanderkam and JJ Allaire and Jonathan Owen and Daniel Gromer and Petr Shevtsov and Benoit Thieurmel. (2016) "dygraphs: Interface to 'Dygraphs' Interactive Time Series Charting Library"
-=7 Articles in the compilation=
+=Appendix A. Articles in the compilation=
-==7.1 Data-based models for the prediction of dam behaviour. A review and some methodological considerations==
+==A.1 Data-based models for the prediction of dam behaviour. A review and some methodological considerations==
 '''Title:'''   Data-based models for the prediction of dam behaviour. A review and some methodological considerations   '''First Author:'''   Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:'''   Rafael Morán Moya. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:'''   Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Fourth Author:'''   Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Journal:'''   Archives of Computational Methods in Engineering   '''D.O.I.''' 10.1007/s11831-015-9157-9    '''Impact Factor''' 4.214
-==7.2 Discussion on “Thermal displacements of concrete dams: Accounting for water temperature in statistical models”==
 '''Title:''' Discussion on “Thermal displacements of concrete dams: Accounting for water temperature in statistical models”   '''First Author:'''   Fernando Salazar González. CIMNE – International Center for Numerical Methods in Engineering
@@ Line 2,235: / Line 2,236: @@
 '''Second Author:'''   Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Journal:''' Engineering Structures   '''D.O.I.''' 10.1016/j.engstruct.2015.08.001.   '''Impact Factor''' 1.893
-==7.3 An empirical comparison of machine learning techniques for dam behaviour modelling==
 '''Title:''' An empirical comparison of machine learning techniques for dam behaviour modelling
@@ Line 2,241: / Line 2,243: @@
 '''First Author:''' Fernando Salazar González. CIMNE – International Center for Numerical Methods in Engineering   '''Second Author:''' Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Fourth Author:''' Rafael Morán Moya. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Journal:''' Structural Safety   '''D.O.I.''' 10.1016/j.strusafe.2015.05.001   '''Impact Factor''' 2.086
-==7.4 Interpretation of dam deformation and leakage with boosted regression trees==
+==A.4 Interpretation of dam deformation and leakage with boosted regression trees==
 '''Title:''' Interpretation of dam deformation and leakage with boosted regression trees   '''First Author:''' Fernando Salazar González. CIMNE - International Center for Numerical Methods in Engineering   '''Second Author:''' Miguel Á. Toledo Municio. Technical University of Madrid (UPM). Department of Civil Engineering: Hydraulics, Energy and Environment.   '''Third Author:''' Eugenio Oñate Ibáñez de Navarra. CIMNE - International Center for Numerical Methods in Engineering   '''Fourth Author:''' Benjamín Suárez Arroyo. CIMNE - International Center for Numerical Methods in Engineering   '''Journal:''' Engineering Structures   '''D.O.I.''' 10.1016/j.engstruct.2016.04.012   '''Impact Factor''' 1.893

@@ Line 1,489: / Line 1,489: @@
 |}
-[!htpb]           FEM model.
 For the thermal problem, a transient computation was run over the 1981-2008 period with time step of 30 days. The temperature was imposed in both dam faces, with different values for the wet and dry areas. For the boundaries below the reservoir level, the temperature was considered as equal to that of the water, which in turn was estimated by means of the Bofang formula <span id='citeF-76'></span>[[#cite-76|[76]]]. Although it allows accounting for the temperature variation with depth, a unique value was considered in this work for all the wetted boundaries, equal to that obtained for 50% depth. For the dry  faces, the 30-days moving average of air temperature was imposed, to take into account the thermal inertia. The result was increased by 2 degrees to account for the solar radiation, following the approach proposed by Pérez and Martínez for Spanish dams in the North-East region <span id='citeF-77'></span>[[#cite-77|[77]]]. The temperature evolution for the first year was repeated 4 times to ensure that the result was not influenced by the initial conditions.

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 ===9.3.2 global.R===
-./DataExpApp/global.R
+<pre># Load libraries
 ===9.3.3 ui.R===

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 ===9.3.3 ui.R===
-./DataExpApp/ui.R
+<pre># Load libraries
 ===9.3.4 server.R===