Catalan MPs backed the motion 70-10 in a ballot boycotted by the opposition.
Spanish Prime Minister Mariano Rajoy had told senators direct rule was needed to return "law, democracy and stability" to Catalonia.
The crisis began when Catalans backed independence in a disputed vote earlier this month.