Hi Ramesh,
Normally you maintain the factory calendars in one SAP system, e.g. ECC. In BW you upload the factory calendars using the Transfer Global Settings functionality (to be found in the context menu of the respective source system). Do you regularly transfer those global settings?
Best regards,
Sander