Detection of District Heating Pipe Network Leakage Fault Using UCB Arm Selection Method

Detection of District Heating Pipe Network Leakage Fault Using UCB Arm Selection Method

District heating networks make up an important public energy service, in which leakage is the main problem affecting the safety of pipeline network operation. This paper proposes a Leakage Fault Detection (LFD) method based on the Linear Upper Confidence Bound (LinUCB) which is used for arm selectio...

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Bibliographic Details
Main Authors: Yachen Shen, Jianping Chen, Qiming Fu, Hongjie Wu, Yunzhe Wang, You Lu
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Buildings
Subjects:
contextual bandit
linear upper confidence bound
reinforcement learning
district heating pipe network
fault detection
Online Access:https://www.mdpi.com/2075-5309/11/7/275

Internet

https://www.mdpi.com/2075-5309/11/7/275

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