The area was cordoned off and a bomb disposal unit found the shell was not live.
The chairman of Tata has called for the steel business to become "self-sustaining". Last year Tata Steel announced 1000 UK job losses.
The owner of Banksy's Port Talbot artwork has criticised plans to put it on display for just 12 hours after being locked away for months.