Yes, public transport is zero-rated under Schedule 8 Group 8 Item 4(a) of the VAT Act 1994. You are confusing excise duty (which is lower on "red" diesel than on on-road diesel) with VAT. VAT on costs is reclaimable by a business if it relates to a standard-rated, zero-rated or reduced-rated...