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Titlebook: Air Insulation Prediction Theory and Applications; Zhibin Qiu,Jiangjun Ruan,Shengwen Shu Book 2019 Springer Nature Singapore Pte Ltd. and

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Air Gap Discharge Voltage Prediction Model, procedure of the prediction method are introduced in detail, mainly including the fundamental of statistical learning theory and SVM, the parameter optimization methods, the feature dimension reduction methods, the sample selection method, the error analysis method and the implementation process of the prediction model.
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https://doi.org/10.1007/978-981-10-5163-0Air Discharge; Air Insulation; Breakdown Voltage Prediction; External Insulation; Transmission and Trans
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Springer Nature Singapore Pte Ltd. and Science Press, Beijing 2019
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Power Systemshttp://image.papertrans.cn/a/image/151765.jpg
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Air Insulation Prediction Theory and Applications978-981-10-5163-0Series ISSN 1612-1287 Series E-ISSN 1860-4676
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Diagnostics and Endpoint Detection,e factors of air discharge are briefly analyzed, and the energy storage features of an air gap, consist of the electric field distribution features and the voltage waveform features are detailed introduced. Finally, the space mapping idea and its application in air insulation prediction are illustrated in detail.
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Saeed Chehreh Chelgani,Ali Asimi Neisiani procedure of the prediction method are introduced in detail, mainly including the fundamental of statistical learning theory and SVM, the parameter optimization methods, the feature dimension reduction methods, the sample selection method, the error analysis method and the implementation process of the prediction model.
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