Analysis of Gas Leakage Early Warning System Based on Kalman Filter and Optimized BP Neural Network

Analysis of Gas Leakage Early Warning System Based on Kalman Filter and Optimized BP Neural Network

This paper proposes a method for gas leakage early warning system based on Kalman filter and back-propagation (BP) neural network to address the issue of inaccurate gas leakage detection and incapability of predicting concentration change of gas. First, Kalman filter is adopted to filter the noise f...

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Bibliographic Details
Main Authors: Guoquan Liu, Zhichao Jiang, Qi Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Early warning system
gas leakage
Kalman filter
optimized BP neural network
genetic algorithm
Online Access:https://ieeexplore.ieee.org/document/9204658/

Internet

https://ieeexplore.ieee.org/document/9204658/

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