The decision was taken by Lok Sabha Speaker Meira Kumar.
"The Speaker has referred the matters relating to incidents that happened in the Lok Sabha, on February 13, to the Committee of Privileges of Lok Sabha for examination and report," a Lok Sabha Secretariat release said.
The 15-member Committee, headed by senior Congress leader P C Chacko, has power to take punitive measures which include recommending imprisonment and even expulsion among others.
The Speaker had expressed anguish over the incidents saying it has "shamed the country and Parliament" and called it a "blot".
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Unprecedented pandemonium broke out in the House when expelled Congress member L Rajagopal, an industrialist and opposed to the division of Andhra Pradesh, brought a canister from which he sprayed pepper.
Rajagopal had attracted widespread condemnation.
All political parties have demanded action against unruly MPs. Government has already said it would not oppose whatever decision the Speaker takes in this regard.
Meira Kumar has directed that the Committee, headed by Deputy Speaker Karia Munda, hold the meeting to consider the events on Thursday.