Ice Detection Method by Using SCADA Data on Wind Turbine Blades

Aimed at the phenomenon of wind turbine blade icing, which is easy to occur in the cold areas, a method of icing detection of wind turbine blades using SCADA data was proposed. When the blades are icing, the power loss of generator will be increased, thus the method picks two variables, wind speed a...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:发电技术
المؤلفون الرئيسيون: Ningbo LI, Tao YAN, Naipeng LI, Detong KONG, Qingchao LIU, Yaguo LEI
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Editorial Department of Power Generation Technology 2018-02-01
الموضوعات:
ice detection on wind turbine blade
scada data
non-principal component projection feature
optimal threshold selection
unbalanced classification
الوصول للمادة أونلاين:https://www.pgtjournal.com/EN/10.12096/j.2096-4528.pgt.2018.010

الانترنت

https://www.pgtjournal.com/EN/10.12096/j.2096-4528.pgt.2018.010

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