diff --git a/plugins/SimulationView/LayerSlider.qml b/plugins/SimulationView/LayerSlider.qml
index 22f9d91340..6dcaa3f475 100644
--- a/plugins/SimulationView/LayerSlider.qml
+++ b/plugins/SimulationView/LayerSlider.qml
@@ -40,33 +40,37 @@ Item {
 
     property bool layersVisible: true
 
-    function getUpperValueFromSliderHandle () {
+    function getUpperValueFromSliderHandle() {
         return upperHandle.getValue()
     }
 
-    function setUpperValue (value) {
+    function setUpperValue(value) {
         upperHandle.setValue(value)
         updateRangeHandle()
     }
 
-    function getLowerValueFromSliderHandle () {
+    function getLowerValueFromSliderHandle() {
         return lowerHandle.getValue()
     }
 
-    function setLowerValue (value) {
+    function setLowerValue(value) {
         lowerHandle.setValue(value)
         updateRangeHandle()
     }
 
-    function updateRangeHandle () {
+    function updateRangeHandle() {
         rangeHandle.height = lowerHandle.y - (upperHandle.y + upperHandle.height)
     }
 
     // set the active handle to show only one label at a time
-    function setActiveHandle (handle) {
+    function setActiveHandle(handle) {
         activeHandle = handle
     }
 
+    function normalizeValue(value) {
+        return Math.min(Math.max(value, sliderRoot.minimumValue), sliderRoot.maximumValue)
+    }
+
     // slider track
     Rectangle {
         id: track
@@ -188,6 +192,8 @@ Item {
 
         // set the slider position based on the upper value
         function setValue (value) {
+            // Normalize values between range, since using arrow keys will create out-of-the-range values
+            value = sliderRoot.normalizeValue(value)
 
             UM.SimulationView.setCurrentLayer(value)
 
@@ -274,6 +280,8 @@ Item {
 
         // set the slider position based on the lower value
         function setValue (value) {
+            // Normalize values between range, since using arrow keys will create out-of-the-range values
+            value = sliderRoot.normalizeValue(value)
 
             UM.SimulationView.setMinimumLayer(value)
 
diff --git a/plugins/SimulationView/PathSlider.qml b/plugins/SimulationView/PathSlider.qml
index 0a4af904aa..999912e3ba 100644
--- a/plugins/SimulationView/PathSlider.qml
+++ b/plugins/SimulationView/PathSlider.qml
@@ -29,6 +29,7 @@ Item {
 
     // value properties
     property real maximumValue: 100
+    property real minimumValue: 0
     property bool roundValues: true
     property real handleValue: maximumValue
 
@@ -47,6 +48,10 @@ Item {
         rangeHandle.width = handle.x - sliderRoot.handleSize
     }
 
+    function normalizeValue(value) {
+        return Math.min(Math.max(value, sliderRoot.minimumValue), sliderRoot.maximumValue)
+    }
+
     // slider track
     Rectangle {
         id: track
@@ -110,6 +115,8 @@ Item {
 
         // set the slider position based on the value
         function setValue (value) {
+            // Normalize values between range, since using arrow keys will create out-of-the-range values
+            value = sliderRoot.normalizeValue(value)
 
             UM.SimulationView.setCurrentPath(value)