The first adjournment came shortly after the house met. Speaker Sumitra Mahajan tried to conduct the Question Hour, but she could not due to the ruckus.
The house was adjourned until 12 noon.
Adding to the chaos, a man attempted to jump into the lower house from the visitors' gallery, but he was stopped in time.
The man was identified as Rakesh Singh Baghel, Speaker Sumitra Mahajan announced when the house reassembled at 12 noon.
The man was interrogated by security officials. He said he was upset over demonetisation.
The Speaker also informed the house that the man may be freed with a warning after inquiry.
Meanwhile, opposition members said that Prime Minister Narendra Modi should apologise for calling them "supporters of black money".
"We demand that the Prime Minister withdraw his comments and apologise for the comments he has made," Trinamool Congress leader Sudip Bandyopadhyay said.
"On a day when we are trying to find a solution to how the house can function, the PM has made comments that have hurt the opposition," he added.
The Speaker carried on with the Zero Hour for a while even as the opposition members created ruckus, before adjourning the house for the day.