I have tried by adding following way:-
1) <prop key="hibernate.autoReconnect">true</prop> where ID is hibernateProperties in applicationContext-DAO.xml
2) For changing the URL as jdbc:sqlserver://10.20.10.48:1433; autoReconnect=true.
But still not getting an exception com.microsoft.sqlserver.jdbc.SQLServerException: The connection is closed.