diff --git a/lib/icingadb/icingadb-objects.cpp b/lib/icingadb/icingadb-objects.cpp
index 29f946708..914d46bc0 100644
--- a/lib/icingadb/icingadb-objects.cpp
+++ b/lib/icingadb/icingadb-objects.cpp
@@ -2221,7 +2221,6 @@ void IcingaDB::SendRemovedDowntime(const Downtime::Ptr& downtime)
 		"scheduled_end_time", Convert::ToString(TimestampToMilliseconds(downtime->GetEndTime())),
 		"has_been_cancelled", Convert::ToString((unsigned short)downtime->GetWasCancelled()),
 		"trigger_time", Convert::ToString(TimestampToMilliseconds(downtime->GetTriggerTime())),
-		"cancel_time", Convert::ToString(TimestampToMilliseconds(downtime->GetRemoveTime())),
 		"event_id", CalcEventID("downtime_end", downtime),
 		"event_type", "downtime_end"
 	});
@@ -2241,6 +2240,11 @@ void IcingaDB::SendRemovedDowntime(const Downtime::Ptr& downtime)
 		xAdd.emplace_back(GetObjectIdentifier(triggeredBy));
 	}
 
+	if (downtime->GetWasCancelled()) {
+		xAdd.emplace_back("cancel_time");
+		xAdd.emplace_back(Convert::ToString(TimestampToMilliseconds(downtime->GetRemoveTime())));
+	}
+
 	if (downtime->GetFixed()) {
 		xAdd.emplace_back("start_time");
 		xAdd.emplace_back(Convert::ToString(TimestampToMilliseconds(downtime->GetStartTime())));