diff --git a/cura/PrintInformation.py b/cura/PrintInformation.py
index 486a3d185b..458cc4ac0f 100644
--- a/cura/PrintInformation.py
+++ b/cura/PrintInformation.py
@@ -5,6 +5,7 @@ from PyQt5.QtCore import QObject, pyqtSignal, pyqtProperty
 from UM.FlameProfiler import pyqtSlot
 
 from UM.Application import Application
+from UM.Logger import Logger
 from UM.Qt.Duration import Duration
 from UM.Preferences import Preferences
 from UM.Settings.ContainerRegistry import ContainerRegistry
@@ -109,7 +110,12 @@ class PrintInformation(QObject):
         return self._material_costs
 
     def _onPrintDurationMessage(self, total_time, material_amounts):
-        self._current_print_time.setDuration(total_time)
+        if total_time != total_time:  # Check for NaN. Engine can sometimes give us weird values.
+            Logger.log("w", "Received NaN for print duration message")
+            self._current_print_time.setDuration(0)
+        else:
+            self._current_print_time.setDuration(total_time)
+
         self.currentPrintTimeChanged.emit()
 
         self._material_amounts = material_amounts