The intelligent urban sewage pipeline cleaning robot is equipped with an efficient sludge removal device, capable of quickly clearing sludge and trash inside the pipeline, keeping the pipeline unobstructed. Equipped with advanced sensing technology, the robot can observe the internal conditions of the pipeline in real-time, accurately identify obstacles, and implement avoidance measures to ensure the safety of the sludge removal operation.