Burst Diagnosis Multi-Stage Model for Water Distribution Networks Based on Deep Learning Algorithms
Sen Peng,
Yuxin Wang,
Xu Fang
et al.
Abstract:Pipe bursts in water distribution networks (WDNs) pose significant threats to the safety of distribution networks, driving attention to deep learning-based burst detection and localization. However, the applicability of different pressure features still needs to be compared and verified. A large number of nodes challenges deep learning with the excessive number of classification categories and low recognition accuracy. To address these problems, this paper extracts different burst pressure features, including … Show more
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