Essentially, drainage systems (DSs) frequently suffer from blockages, thus resulting in costly maintenance. Therefore, various studies have focused on detecting blockages arising in DSs; however, this has been difficult during pandemic situations. Therefore, this article aims to implement a fully automated system for real‐time blockage removal in DSs via a hybrid fuzzy deep learning approach. The sensor data are primarily gath...