Intelligent detection technology for leakage bag of baghouse based on distributed optical fiber sensor

•Distributed optical fiber sensing system monitors broken filter bags in bag filter.•The broken filter bag is recognized and positioned in real time online.•Entropy and energy ratio can describe signal characteristics in broken filter bag.•BP neural network classifier efficiently identifies the broken filter bags.