Prediction model of insulator contamination degree based on adaptive mutation particle swarm optimisation and general regression neural network

Author:

Wang Rumeng1,Zhang Ming1,Jiang Yunpeng1,Yang Yong1

Affiliation:

1. International Joint Research Laboratory of Magnetic Confinement Fusion and Plasma PhysicsState Key Laboratory of Advanced Electromagnetic Engineering and TechnologySchool of Electrical & Electronic Engineering, Huazhong University of Science & TechnologyWuhanHubei ProvincePeople's Republic of China

Publisher

Institution of Engineering and Technology (IET)

Subject

General Engineering,Energy Engineering and Power Technology,Software

Reference18 articles.

1. AC flashover performance of various types of insulators under fan‐shaped non‐uniform pollution;Zhang Z.;IEEE Trans. Dielectr. Electr. Insul.,2016

2. Study on the DC flashover performance of various types of insulators with fan‐shaped nonuniform pollution;Zhang Z.;IEEE Trans. Power Del.,2015

3. Study of the influence of test methods on DC pollution flashover voltage of insulator strings and its flashover process;Zhang Z.;IEEE Trans. Dielectr. Electr. Insul.,2010

4. Pollution flashover calculation model based on characteristics of AC partial arc on top and bottom wet‐polluted dielectric surfaces;Li Y.;IEEE Trans. Dielectr. Electr. Insul.,2014

5. Flashover voltage prediction of composite insulators based on the characteristics of leakage current;Zhao S.;Power Syst. Tech.,2014

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