A fault location method of distribution network based on XGBoost and SVM algorithm.
Keyan LiuTianyuan KangXueshun YeMuke BaiYaqian FanPublished in: IET Cyper-Phys. Syst.: Theory & Appl. (2021)
Keyphrases
- support vector machine svm
- high accuracy
- dynamic programming
- cost function
- improved algorithm
- optimization algorithm
- classification algorithm
- detection method
- classification method
- computational cost
- computational complexity
- preprocessing
- estimation algorithm
- tree structure
- segmentation method
- optimal parameters
- theoretical analysis
- experimental evaluation
- clustering method
- matching algorithm
- segmentation algorithm
- optimization method
- recognition algorithm
- significant improvement
- objective function
- support vector machine
- detection algorithm
- pairwise
- similarity measure
- computationally efficient
- hybrid method
- k means
- decomposition method
- decision function
- location and orientation
- probabilistic model
- energy function
- convergence rate
- density function
- learning algorithm
- reduced set
- training algorithm
- optimal solution
- neural network
- radial basis function
- svm classifier
- training process
- em algorithm
- maximum likelihood
- feature set
- knn
- feature vectors
- sample set
- training data
- center location