Hi Manmohan,
In ISE there is an option which Specifies the number of times Cisco ISE records incorrect administrator passwords before locking the administrator out of Cisco ISE, and suspending or disabling account credentials.
Can you check if there is any such password policy enabled for your radius user, and that might be getting locked/disabled after certain number of wrong tries.