1D–CNN with SMOTE for Acoustic Detection and Classification of Structural Defects in Municipal Sewage Pipelines: Addressing Imbalanced Data Set and High Sewage Level ChallengesSource: Journal of Pipeline Systems Engineering and Practice:;2026:;Volume ( 017 ):;issue: 002::page 04026016-1Author:Wang, Xiaocen
,
Cui, Nuo
,
Fan, Jinpeng
,
Gu, Yijie
,
Zhang, Jun
,
Liu, Nannan
,
An, Yang
,
Hu, Xinyue
,
Qu, Zhigang
DOI: 10.1061/JPSEA2.PSENG-1962Publisher: American Society of Civil Engineers
Abstract: AbstractThe rapid growth of urbanization has led to an increase in the size of sewage pipelines.
However, due to factors such as environmental conditions, misuse, and age, many pipelines
are defective to varying degrees and thus impact the ecosystem. ...
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| contributor author | Wang, Xiaocen | |
| contributor author | Cui, Nuo | |
| contributor author | Fan, Jinpeng | |
| contributor author | Gu, Yijie | |
| contributor author | Zhang, Jun | |
| contributor author | Liu, Nannan | |
| contributor author | An, Yang | |
| contributor author | Hu, Xinyue | |
| contributor author | Qu, Zhigang | |
| date accessioned | 2026-08-20T12:06:31Z | |
| date available | 2026-08-20T12:06:31Z | |
| date copyright | 2026/02/19 | |
| date issued | 2026 | |
| identifier other | JPSEA2.PSENG-1962.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4313107 | |
| description abstract | AbstractThe rapid growth of urbanization has led to an increase in the size of sewage pipelines. However, due to factors such as environmental conditions, misuse, and age, many pipelines are defective to varying degrees and thus impact the ecosystem. ... | |
| publisher | American Society of Civil Engineers | |
| title | 1D–CNN with SMOTE for Acoustic Detection and Classification of Structural Defects in Municipal Sewage Pipelines: Addressing Imbalanced Data Set and High Sewage Level Challenges | |
| type | Journal Article | |
| journal volume | 17 | |
| journal issue | 2 | |
| journal title | Journal of Pipeline Systems Engineering and Practice | |
| identifier doi | 10.1061/JPSEA2.PSENG-1962 | |
| journal fristpage | 04026016-1 | |
| journal lastpage | 04026016-12 | |
| page | 12 | |
| tree | Journal of Pipeline Systems Engineering and Practice:;2026:;Volume ( 017 ):;issue: 002 | |
| contenttype | Fulltext |