The invention discloses a municipal public
engineering underground
pipe network intelligent monitoring and
early warning system based on
the Internet of Things, which aims at solving the problems of unstable
data transmission, inaccurate fault prediction and the like of the existing
system and is composed of a sensing layer, a transmission layer, an edge intelligent layer and a cloud control center layer. The sensing layer acquires multi-
source data by multiple types of sensors, and the transmission layer adopts an
LPWAN and OPLC
hybrid communication architecture to guarantee
data transmission; the edge intelligent layer analyzes data in real time by using a
deep learning model, and the cloud control center layer realizes accurate early warning through
big data and the model. In addition, the
system has the functions of intelligent power supply, AR / VR
visualization, multi-layer safety protection and self-diagnosis and self-healing. Through practical
verification, the
system effectively reduces the accident rate of the
pipe network, greatly improves the operation and maintenance efficiency, effectively guarantees the safe and stable operation of the
pipe network, and improves the municipal
management level.