As of 2016, electrification of the single broad-gauge railway line is in progress.[2] The electrification trail between Rajpura and Dhuri was completed on 10 September 2019.[7] The 68 km-long stretch from Dhuri station to Lehra Muhabbat station near Bathinda on Bathinda–Rajpura line was completed in July 2020 after clearance by Commission of Railway Safety(CRS).[8]
Rajpura railway station has 10 booking windows and one enquiry office. The station has all basic amenities like drinking water, public toilets, waiting hall, sheltered area with adequate seating on platforms. The station had footfall of 5445 persons per day in 2018. Wheelchair availability is there for disabled persons. There are three platforms at the station and two foot overbridge connecting platforms.[4]