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Classifying Transformer Winding Deformation Fault Types and Degrees Using FRA Based on Support Vector Machine

机译：基于支持向量机的FRA分类变压器绕组变形故障类型和学位

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Jiangnan Liu; Zhongyong Zhao; Chao Tang; Chenguo Yao; Chengxiang Li; Syed Islam;
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2. Transformer winding faults classification based on transfer function analysis by support vector machine [J] . Bigdeli M. Electric Power Applications, IET . 2012,第5期

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3. Artificial Intelligence Based Fault Diagnosis of Power Transformer-A Probabilistic Neural Network and Interval Type-2 Support Vector Machine Approach [J] . Nisha Barle, Manoj Kumar Jha, M. F. Qureshi International Journal of Innovative Research in Science, Engineering and Technology . 2015,第1期

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4. Classification of Transformer Winding Deformation Fault Types by FRA Polar Plot and Multiple SVM Classifiers [C] . Zhongyong Zhao, Jiangnan Liu, Chao Tang, IEEE International Conference on High Voltage Engineering and Application . 2020

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5. A topology-based model for two-winding, shell-type, single-phase transformer inter-turn faults. [D] . Zhuang, Liman. 2014

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6. Identification of transformer fault based on dissolved gas analysis using hybrid support vector machine-modified evolutionary particle swarm optimisation [O] . Hazlee Azil Illias, Wee Zhao Liang -1

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7. Transformer winding type recognition based on FRA data and a support vector machine model [O] . Xiaozhou Mao, Zhongdong Wang, Peter Crossley, 2020

机译：基于FRA数据和支持向量机模型的变压器绕组型识别

Classifying Transformer Winding Deformation Fault Types and Degrees Using FRA Based on Support Vector Machine

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