Hello Younis,
If �we understand this correctly, the Password for the Domain Administartor has been changed.
If that is the case, you could let all the services, apart from the Remote Agent, run under this new account with the new password. Recycle all the services once and then try the resotre again.
Hope that helps.
Thanks
Regards