A man was electrocuted when his home was inundated while another young man and a couple died when their cars were swept away by floods, Xinhua reported.
The storms caused floods in more than 15 cities in the state that borders Argentina and Uruguay, including the state capital Porto Alegre.
In June, 16 people died in the state after an extratropical cyclone made landfall.
AMK/PR