diff --git a/changelogs/fragments/azure_rm_autoscale-fixed_date.yml b/changelogs/fragments/azure_rm_autoscale-fixed_date.yml
new file mode 100644
index 00000000000..ab81d196b53
--- /dev/null
+++ b/changelogs/fragments/azure_rm_autoscale-fixed_date.yml
@@ -0,0 +1,2 @@
+bugfixes:
+- fix azure_rm_autoscale module can create a schedule with fixed start/end date (https://github.com/ansible/ansible/pull/47186)
diff --git a/lib/ansible/modules/cloud/azure/azure_rm_autoscale.py b/lib/ansible/modules/cloud/azure/azure_rm_autoscale.py
index dacc56d5258..bcbdc7e7684 100644
--- a/lib/ansible/modules/cloud/azure/azure_rm_autoscale.py
+++ b/lib/ansible/modules/cloud/azure/azure_rm_autoscale.py
@@ -549,8 +549,9 @@ class AzureRMAutoScale(AzureRMModuleBase):
                                                                schedule=(RecurrentSchedule(time_zone=p.get('recurrence_timezone'),
                                                                                            days=p.get('recurrence_days'),
                                                                                            hours=p.get('recurrence_hours'),
-                                                                                           minutes=p.get('recurrence_mins')))
-                                                               if p.get('recurrence_frequency') else None)) for p in self.profiles or []]
+                                                                                           minutes=p.get('recurrence_mins'))))
+                                         if p.get('recurrence_frequency') and p['recurrence_frequency'] != 'None' else None)
+                        for p in self.profiles or []]
 
             notifications = [AutoscaleNotification(email=EmailNotification(**n),
                                                    webhooks=[WebhookNotification(service_uri=w) for w in n.get('webhooks') or []])