Bajwa along with his supporters squatted on the Amritsar-New Delhi railway track at Sirhind and protested against the alleged "lawlessness" in the state.
"The deteriorating law and order situation is part of the 'rail roko' agitation," he said.
Ludhiana MP Ravnit Bittu along with Congress MLAs Surinder Dawar and Bharat Bhushan, accompanied by Congress supporters sat on the rail track in Ludhiana and stopped several trains including Shatabdi.
Railway officials said that because of the 'rail roko' agitation, about 15 trains got delayed.
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Officials said that the impact of 'rail roko' was visible in Ludhiana, Beas, Amritsar, Tarn Taran, Jalandhar, Ajitwal and Ferozepur, among other areas.
"There has been an adverse impact on the movement of 10-15 trains because of the agitation," Northern Railways, Divisional Railway Manager (Ferozpur), Anuj Prakash said.
The Railway official appealed to the Congress protesters not to stop trains as it causes great inconvenience to passengers, besides causing national loss.
PPCC General Secretary Joginder Singh Mann, party's Doaba Zone President and MLA Tarlochan Singh Soondh, Spokesman Sukhpal Singh Khaira, also joined the dharna and addressed protesters along with Cheema.
The protesters sat on track from 12 noon to 1 pm. They raised anti-government slogans during their agitation and also carried placards mentioning, "Badal-Modi, Kisan Virodhi, Dalit Virodhi" (Both PM Narendra Modi and CM Parkash Singh Badal are anti-farmer and anti-dalit).
"Since the Orbit Aviation company was owned by Sukhbir Badal, he and its other owners should be interrogated in the same way as the officials of Uber Taxi service were questioned in connection with the alleged rape by a cab driver in New Delhi sometime back," they demanded.