He had his case reviewed in a Work Capability Assessment as part of a government drive to overhaul the benefits system and his Employment and Support Allowance was stopped.
Mr Evans launched an appeal, which was recently heard 127 miles away in Workington, Cumbria.
His disability meant he was unable to travel to the hearing and the case was found against him in his absence.