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Study of Fault Location Algorithm for Distribution Network with Distributed Generation based on IGA-RBF Neural Network

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Abstract
 1. Introduction
 2. Distribution Network Containing Distributed Generation
  2.1 The Influence of Distributed Generation Access on Fault Location
  2.2 Fault Function of Distribution Network with Distributed Generation
 3. RBF Neural Network Theory
  3.1 RBF Neural Network Structure
  3.2 Network Parameters of Learning Algorithm
 4. RBF Network Training based on Improved Genetic Algorithm
  4.1 Determination of Fitness Function
  4.2 Replication and Selection Operation
  4.3. Adaptive Crossover Operation
  4.4. Non-uniform Adaptive Mutation Operation
  4.5. Algorithm Implementation
 5. Test System Description and Results Analysis
 6. Conclusion
 Acknowledgments 
 References

저자정보

  • Huanxin Guan Shenyang Institute of Engineering, shenyang, China
  • Ganggang Hao Shenyang Institute of Engineering, shenyang, China
  • Hongtao Yu Shenyang Institute of Engineering, shenyang, China

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