Natural Gas Consumption Monitoring Based on k-NN Algorithm and Consumption Prediction Framework Based on Backpropagation Neural Network

Natural Gas Consumption Monitoring Based on k-NN Algorithm and Consumption Prediction Framework Based on Backpropagation Neural Network

With increasing consumption of primary energy and deterioration of the global environment, clean energy sources with large reserves, such as natural gas, have gradually gained a higher proportion of the global energy consumption structure. Monitoring and predicting consumption data play a crucial ro...

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Bibliographic Details
Main Authors: Yaolong Hou, Xueting Wang, Han Chang, Yanan Dong, Di Zhang, Chenlin Wei, Inhee Lee, Yijun Yang, Yuanzhao Liu, Jipeng Zhang
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Buildings
Subjects:
energy shortage
instrument monitoring
natural gas consumption
KNN
BP neural network
Online Access:https://www.mdpi.com/2075-5309/14/3/627

Internet

https://www.mdpi.com/2075-5309/14/3/627

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