Hi Thambi Durai,
There is a SAP standard functionality - "Business Place" where one of the main feature is to have Plant-wise Invoice Numbering. In addition, it comes with the year-wise option as well.
Please check the below link for more details :
Business Place Configuration Steps
Please let me know for any additional info if required in this regard.
Regards