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- W2560759519 abstract "A novel method of calculating line loss in transformer district is presented and realized by programming, which is Back Propagation (BP) network model based on Levenberg-Marquardt (LM) algorithm. Establish the characteristic index system according to electric characteristics parameters of samples. The classification of samples by K-Means clustering algorithm solves the numerical dispersion of line loss rate in transformer district. On this basis, each class is learnt and trained by BP network optimized by LM algorithm. BP network is adopted to map complex non-linear relation between line loss rate and electric characteristic parameters. Variation of transformer district line loss rate is obtained under different grid structures and load characteristic parameters. The transformer districts in the real system as an example, simulation and calculation are performed to verify the accuracy of the proposed method. This method has the advantages of fast convergence and high accuracy." @default.
- W2560759519 created "2016-12-16" @default.
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- W2560759519 date "2016-10-01" @default.
- W2560759519 modified "2023-09-27" @default.
- W2560759519 title "Calculation of line loss in low-voltage transformer district based on BP network model optimized by LM algorithm" @default.
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- W2560759519 doi "https://doi.org/10.1109/epec.2016.7771740" @default.
- W2560759519 hasPublicationYear "2016" @default.
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