Abnormal State Identification Method for Wind Turbines Based on Improved DBSCAN and Random ForestsSource: Journal of Energy Engineering:;2026:;Volume ( 152 ):;issue: 002::page 04025110-1Author:Li, Wei
,
Wang, Honghui
,
Zhang, Yu
,
Fang, Xin
,
Tian, Xiaojie
,
Leng, Dingxin
,
Xie, Yingchun
,
Liu, Guijie
DOI: 10.1061/JLEED9.EYENG-6058Publisher: American Society of Civil Engineers
Abstract: AbstractAs a crucial component of wind power generation systems, wind turbines must operate
safely to prevent sudden failures. This requires effective identification of abnormal
operational states. In this study, we propose a novel approach for ...
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| contributor author | Li, Wei | |
| contributor author | Wang, Honghui | |
| contributor author | Zhang, Yu | |
| contributor author | Fang, Xin | |
| contributor author | Tian, Xiaojie | |
| contributor author | Leng, Dingxin | |
| contributor author | Xie, Yingchun | |
| contributor author | Liu, Guijie | |
| date accessioned | 2026-08-20T11:17:24Z | |
| date available | 2026-08-20T11:17:24Z | |
| date copyright | 2025/12/16 | |
| date issued | 2026 | |
| identifier other | JLEED9.EYENG-6058.pdf | |
| identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4311977 | |
| description abstract | AbstractAs a crucial component of wind power generation systems, wind turbines must operate safely to prevent sudden failures. This requires effective identification of abnormal operational states. In this study, we propose a novel approach for ... | |
| publisher | American Society of Civil Engineers | |
| title | Abnormal State Identification Method for Wind Turbines Based on Improved DBSCAN and Random Forests | |
| type | Journal Article | |
| journal volume | 152 | |
| journal issue | 2 | |
| journal title | Journal of Energy Engineering | |
| identifier doi | 10.1061/JLEED9.EYENG-6058 | |
| journal fristpage | 04025110-1 | |
| journal lastpage | 04025110-15 | |
| page | 15 | |
| tree | Journal of Energy Engineering:;2026:;Volume ( 152 ):;issue: 002 | |
| contenttype | Fulltext |