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ui.R
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ui <- fluidPage(
theme = shinytheme("cosmo"),
useShinyjs(),
titlePanel("Optimize your Windpark", windowTitle = "windfarmGA"),
includeCSS("www/slider.css"),
tags$style(HTML("::selection {background: tomato}")),
navbarPage(title="windfarmGA",
tabPanel("Run an Optimization",
sidebarLayout(
fluid = TRUE,
div(id="ALLINPUTS",
sidebarPanel(
########## SHAPEFILE ##########
br(),
tags$div(id="POCSBO0",
h4("DEMO FILES:"),
p("Click the buttom bellow to include a Shapefile and some random wind data.
Run an Optimization, Test a Layout and explore this App."),
inlineCSS(list(.red = "background: red;")),
div(id="runExCol", style="margin:20px;",
actionButton(inputId = "runExample", label = "Include Demo Files", width = "100%")
)
),
bsTooltip("runExample", title = "Click me and some random data will be added, so you can explore this app.",
placement ="right", options = list(container = "body"), trigger="hover"),
br(),
tags$div(id="POCSBO",
h4("POLYGON INPUT:"),
fileInput(inputId="Shape_SHID", label = "Upload all files of a Polygon representing the area,
where the wind farm should be optimized.",
multiple = TRUE,accept = c('.shp','.dbf','.sbn','.sbx','.shx',".prj"))
),
########## WIND DATA INPUTS ##########
br(),
tags$div(id="POCSBO1",
h4("WIND DATA INPUTS:"),
fileInput(inputId="Wind_SHID", label = "Upload a Data Table of the wind speeds",multiple = FALSE,
accept = c(".csv")),
sliderInput(inputId="RefHeight_SHID", label = "What is the reference height of the wind data?",
value=10,min=1, max=200,step = 0.5)
),
shinyBS::bsTooltip(id = "RefHeight_SHID", title = "Where are youu",
placement ="bottom", trigger = "hover"),
########## TURBINE INPUTS ##########
br(),
tags$div(id="POCSBO2",
h4("TURBINE INPUTS:"),
sliderInput(inputId="nTurb_SHID", label ="Select the number of desired turbines",
value=10, min=1,max = 20,step = 1),
sliderInput(inputId="Height_SHID", label = "What are the hub heights of the turbines?",
value=100,min=10, max=200, step=1),
sliderInput(inputId="Roto_SHID", label = "Determine the radius of the turbines",
value=20,min=2, max=100, step=1)
),
########## GENETIC ALGORITHM METHOD INPUTS ##########
br(),
tags$div(id="POCSBO3",
h4("GENETIC ALGORITHM INPUTS:"),
sliderInput(inputId="Ite_SHID", label = "Choose the number of iterations",
value=10,min=1, max=30, step=1),
selectInput(inputId="Selec_SHID", label = "Pick a Selection Method:",
choices = c("FIX","VAR"),selected = "FIX",multiple = FALSE),
selectInput(inputId="Cross_SHID", label = "Pick a Crossover Method:",
choices = c("EQU","RAN"),selected = "EQU",multiple = FALSE),
selectInput(inputId="Elit_SHID", label = "Choose if Elitism should be added:",
choices = c(TRUE,FALSE),selected = TRUE,multiple = FALSE),
conditionalPanel(
condition = "input.Elit_SHID == 'TRUE'",
sliderInput(inputId="nElit_SHID", label = "How much individuals should be in the elite group?",
value=5,min=1, max=15)
),
selectInput(inputId="Trim_SHID", label = "Should turbine-count-adjustment be random or probabilistic?",
choices = c("Random","Probabilistic"),selected = "Probabilistic",multiple = FALSE),
sliderInput(inputId="Mutr_SHID", label = "What should the mutation percentage be?",
value=0.008,min=0.001, max=0.2, step = 0.001)
),
########## TERRAIN INPUTS ##########
br(),
tags$div(id="POCSBO4",
h4("TERRAIN INPUTS:"),
sliderInput(inputId="Surface_SHID", label = "What is the default surface roughness of the area?",
value=0.3,min=0.0001,max=5,step = 0.05),
# shinyBS::bsTooltip(id = "Surface_SHID", title = "What was the height of the wind data measurements.",
# placement ="right", trigger="click"),
# selectInput(inputId="Topo_SHID", label = "Should terrain effects be taken into account, using geodata?",
# choices = c(TRUE,FALSE),selected = FALSE, multiple = FALSE),
conditionalPanel(
condition = "input.Topo_SHID == 'TRUE'",
fileInput(inputId="CLC_TIF",
label = "Please upload the Image File (.tif) of the Corine Land Cover Raster",
multiple = F, accept = ".tif")
),
conditionalPanel(
condition = "input.Topo_SHID == 'TRUE'",
fileInput(inputId="CLC_Leg",
label = "Please upload the processed Legend (.csv) of the Corine Land Cover Raster",
multiple = F, accept = ".csv")
)
)
)
),
mainPanel(
tabsetPanel(
tabPanel("Polygon Output",
## Plot the Polygon
wellPanel(
##-----------------------------------------------
# verbatimTextOutput("testbutton"),
h4(strong("Polygon:")),
verbatimTextOutput("shpprint"),
div(id="PlotZent",
plotOutput("SHPplot", width="100%",hover="Considered Area")
),
h4(strong("Input Polygon Files:")),
verbatimTextOutput("prntwhateveritis"),
verbatimTextOutput("PlotWhatNeed")
# actionButton("Srtm_PLot", label = "Plot Elevation"),
# plotOutput("srtmpl")
),
## Calculate Grid and Plot AB
actionButton("GridBut","Draw a Grid over the Area"),
shinyjs::hidden(
div(id="HidGridDiv",
wellPanel(
br(),
h4("Adjust the Grid Spacing Inputs including the rotor radius:"),
tags$div(id="GSFL",
sliderInput(inputId="fcrr_SHID", label = "By which factor should the rotor radius be multiplied, to
model a grid cell?", value=10,min=2, max=15,step=1, width='70%'),
sliderInput(inputId="Propo_SHID", label = "Determine a proportionality factor for grid calculation",
value=1, min=0.01, max=1,step=0.01, width='70%')
),
plotOutput("GRIDplot", width="100%",hover="Gridded Area")
)
)
),
## Transform Polygon AB
actionButton("TransPol", "Set Original Projection"),
shinyjs::hidden(
div(id="HidTransPol",
wellPanel(
textInput("SpRefSys", label = c("Original Spatial Reference System of the uploaded Shapefile"),
value = "+proj=longlat +ellps=WGS84 +datum=WGS84 +no_defs",
placeholder = "+proj=longlat +ellps=WGS84 +datum=WGS84 +no_defs"
),
helpText("If the original reference system differs from the one, given above, please use the text field to",
"insert your own reference system. Make sure that it is given in .proj4-format.",
"Alternatively, you can also assign the desired EPSG code of the projection.",
"The algorithm transforms the shapefile to the European reference system [EPSG:3035] to",
"calculate distances and areas correctly.",
br(),"The default original reference system is [EPSG:4326]:",br(),"+proj=longlat +ellps=WGS84 +datum=WGS84 +no_defs"),
actionButton("ResProjDef", label = "Reset Default Value"),
tags$p("For further reference systems, please visit:"),
tags$a(href = "http://spatialreference.org/ref/epsg/3035/", "spatialreference.org")
)
)
),
## Print out Summary of Polygon. AB
actionButton("GridButSum","Summary of Polygon"),
shinyjs::hidden(
div(id = "HidTextDiv", verbatimTextOutput("GridTable"))
)
),
tabPanel("Real Map",
leaflet::leafletOutput("mymap", height = 500),
absolutePanel(
top = 200, right = 20, width = 190, draggable = TRUE,fixed = T,cursor = "move",
div(id="RLSLF",
sliderInput("opacityRL", "Opacity", min = 0, max = 1, value = 0.2, step = 0.1)
),
selectInput("colorsRL", "Color",choices = c("white","black","blue","red","yellow"),
selected = "blue"),
selectInput("bmap", "Base maps", choices = c("Esri.WorldImagery","Thunderforest.Outdoors"),
selected = "Thunderforest.Outdoors"),
actionButton("update", "Update Map!")
)
),
tabPanel("Wind Data Output",
div(id="ALLINPUTS1",
tabsetPanel(
tabPanel("Plotting Settings",
tags$div(id="FARBANDER",
sliderInput(inputId="Windrose_SpBin", label = "Select the bin size of wind speeds?",
width = "70%",value=3,min=1,max=9,step = 1),
sliderInput(inputId="Windrose_DirBin", label = "Select the bin size of wind directions?",
width = "70%",value=10,min=5,max=90,step = 5)
),
selectInput(inputId="ColPAlwin", label="Color Palette",
choices = c("YlGnBu","Spectral", "RdYlBu","Blues","GnBu"))
),
tabPanel("Input File Specifications",
selectInput(inputId="DtDec",label = "Decimal separator", choices = c(",","."),selected = "."),
selectInput(inputId="DtSep",label = "Column separator", choices = c(";",","),selected = ";")
)
)
),
wellPanel(
shinyjs::hidden(
div(id = "WiPlSHi",
plotOutput("PlotContent")
)
)
),
wellPanel(
p(
actionButton("WindButSum","Show Wind Data Table"),
style= "padding-left: 35%;",
br()
),
shinyjs::hidden(
div(id = "WindButDiv",
DT::dataTableOutput("tableContent", width = "70%"))
)
)
),
tabPanel("Controll & Run",
verbatimTextOutput("summary_SHID"),
verbatimTextOutput("summary_TERR"),
checkboxInput(inputId="CheckGA_SHID",
label = "My Inputs are ok!",
value = FALSE),
actionButton("Submit",label = "Let's run an Optimization!"),
actionButton("Reset", label = "Stop and Reset"),
br(),
verbatimTextOutput("ResGA")
),
tabPanel("Plot the Optimization Results",
br(),
fluidRow(
actionButton("RGUI1_AB", label = "Best Found Solution"),
# actionButton("RGUITERR_AB", label = "Plot Terrain Effects"),
actionButton("RGUI2_AB", label = "Evolution of Values"),
actionButton("RGUI3_AB", label = "Overview of Genetic Algorithm"),
actionButton("RGUI4_AB", label = "Plot all Values"),
actionButton("RGUI5_AB", label = "Differences to Previous Generation"),
shinyjs::hidden(
div(id="RGUI1",
h4("Best Solution:"),
div(style="display:inline-block; margin-right:30px; float: left;",
radioButtons(inputId="EneEff", label="Plot the best Efficiency or Energy solution",
choices = c("Energy","Efficiency"), selected = "Energy", inline = T)
),
div(style="display:inline-block; margin-right:5px; float: left;",
numericInput("PlBeOn", label = "Which best solution should be plotted", min = 1, max = 5,
value = 1,step = 1)),
verbatimTextOutput("prntwhateveritis1"),
plotOutput("ResGA1"),
tags$div(id="DnlCsc1", class="HoverBut",
downloadButton("downloadResG", "Download Result")
),
br(),
div(style="display:inline-block; margin-right:5px",
numericInput("PlBeOn2", label = "Which best solution should be plotted", min = 1, max = 5,
value = 1,step = 1)
),
verbatimTextOutput("prntwhateveritis2"),
# div(style="display:inline-block; margin-right:5px;",
# numericInput("RadiWa", label = "Size of Wake Influence", min = 1, max = 10,
# value = 2,step = 1)
# ),
# div(style="display:inline-block; margin-right:5px",
# sliderInput("TurbIco", label = "Size of Turbine Icon", min = 1, max = 100,
# value = 40,step = 1)
# ),
leaflet::leafletOutput("mymapresult", height = 500),
div(id="MoreSetting1",style="display:inline-block;",
actionButton("absoPBU", label = "More Settings", width = "90%")
),
shinyjs::hidden(
tags$div(id = "absoPanel",
absolutePanel(
top = 300, right = 20, width = 230, draggable = TRUE,
fixed = T, cursor = "move",
div(id = "RLSLF1",
sliderInput("opacityRL1", "Opacity", min = 0, max = 1,
value = 0.2, step = 0.1),
sliderInput("TurbIco", label = "Turbine Icon Size", min = 1, max = 100,
value = 40,step = 1),
radioButtons("IcoCol1", label = "Turbine Icon Color", choiceValues = list(1,2),
choiceNames = list("Bright Icon", "Dark Icon")),
sliderInput("RadiWa", label = "Wake Influence Circle", min = 0, max = 5,
value = 1.5,step = 0.1),
sliderInput("bord", "Border Size", min = 0, max = 20,
value = 1.2, step = 0.1)
),
selectInput("colorsRL1", "Color",choices =
c("white","black","blue","red","yellow"),
selected = "blue")
)
)
)
)
),
####################################################
shinyjs::hidden(
div(id="RGUITERR",
h4("Terrain Effects:"),
div(style="display:inline-block; margin-right:5px",
radioButtons(inputId = "TerrPl",
label = "Plot Terrain Effects for the best Efficiency or Energy solution",
choices = c("Energy","Efficiency"), selected = "Energy", inline = T)
),
div(style = "display:inline-block; margin-right:5px",
numericInput("PlBeOn1", label = "Which best solution should be plotted",
min = 1, max = 5,
value = 1,step = 1)
),
# plotOutput("CCL"),
plotOutput("TerrEff")
)
),
shinyjs::hidden(
div(id = "RGUI2",
h4("Evolution of Energy or Efficiency:"),
# div(style="display:inline-block; margin-right:5px",
# radioButtons(inputId="EvoAsk", label="Plot the best Efficiency or Energy solution",
# choices = c("Energy","Efficiency"), selected = "Energy", inline = T)
# ),
div(style = "display:inline-block; margin-right:5px",
sliderInput("EvoSp", label = "Set the smoothing factor",
min = 0.1, max = 1, value = 0.5, step = 0.1)
),
plotOutput("Evo")
)
),
shinyjs::hidden(
div(id = "RGUI3",
h4("Mechanisms of Genetic Algortihm:"),
plotOutput("OvGAP")
)
),
shinyjs::hidden(
div(id = "RGUI4",
h4("Plot all Individual Values:"),
plotOutput("ClGAP")
)
),
shinyjs::hidden(
div(id = "RGUI5",
h4("Differences to previous Generation:"),
plotOutput("DifGAP")
)
)
)
)
)
)
)
),
tabPanel("Test a Layout",
sidebarLayout(
sidebarPanel(
width = 3,
tags$div(id = "POCSBO5",
radioButtons(inputId = "TestMethod", label="Point Inputs",
choices=c("Data","Random"),selected = NULL),
conditionalPanel(
condition = "input.TestMethod == 'Data'",
fileInput(inputId="TestLaySh",
label = "Please upload a data table with the desired coordinates",
multiple = F, accept = ".csv"),
p("The .csv-file must consist of an indexed data frame with the
header ('ID';'X';'Y') and the coordinates must be projected in 'EPSG:3035'.")
),
conditionalPanel(
condition = "input.TestMethod == 'Random'",
sliderInput(inputId = "NRanTeLa",
label = "How many turbines are required?",
min = 2, max = 50,
value = 10, step = 1),
selectInput(inputId = "RanMethTe",
label = "Which random method should be used?",
choices = c("random","regular","stratified","nonaligned","hexagonal",
"clustered"),
selected = "regular", multiple = F)
)
),
br(),
actionButton(inputId="TeLaAct", label = "Test the Layout", width = "100%")
),
mainPanel(
fluidRow(
column(5,
h4(strong("Input Polygon:")),
plotOutput("SHPplot1", width="100%", inline = F)
),
column(7,
shinyjs::hidden(
div(id="TstResShw",
h4(strong("Resulting Layout:")),
plotOutput("PltTest", width="100%", inline = F)
)
)
)
),
fluidRow(
column(12,
shinyjs::hidden(
div(id="TstRlM",
h4(strong("Resulting Layout on Real Map:")),
leaflet::leafletOutput("TstLeaf", height = 500, width = "100%"),
div(id="MoreSetting", style="display:inline-block;",
actionButton("absoPBU1", label = "More Settings", width = "90%")
)
)
),
shinyjs::hidden(
tags$div(id="absoPanel1",
absolutePanel(
top = 370, right = 40, width = 170, draggable = TRUE,
fixed = T,cursor = "move",
div(id="RLSLF2",
sliderInput("opacityRL2", "Opacity", min = 0, max = 1,
value = 0.2, step = 0.1),
sliderInput("Ico1", "Turbine Icon Size", min = 10, max = 150,
value = 40, step = 1),
radioButtons("IcoCol", label = "Turbine Icon Color",
choiceValues = list(1,2),
choiceNames = list("Bright Icon", "Dark Icon")),
sliderInput("RadiWa1", "Wake Influence Circle", min = 0, max = 5,
value = 1.5, step = 0.1),
sliderInput("bord1", "Border Size", min = 0, max = 15,
value = 1.2, step = 0.1)
),
selectInput("colorsRL2", "Color",choices =
c("white","black","blue","red","yellow"),
selected = "blue")
)
)
)
)
),
fluidRow(
column(5,
h4(strong("Input Variables:")),
shinyjs::hidden(
div(id="DtPoTst",
verbatimTextOutput("TstPoiunRs")
)
),
verbatimTextOutput("InVarTest")
),
column(7,
div(id="TstResShw1",
h4(strong("Resulting Layout Data:")),
verbatimTextOutput("ResLayDat"),
tags$div(id="DnlCsc", class="HoverBut",
downloadButton("downloadTD", "Download Result")
)
)
)
)
)
)
)
)
)