A Novel Grid Phase Estimating Algorithm Based on BP Neutral Network

Li Na Zhang; Jin Ming Chang

doi:10.4028/www.scientific.net/AMM.239-240.1507

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Grid Task Scheduling Algorithm Based on Non-Conflict Degree
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A Joint Energy Consumption Optimization Algorithm for Hybrid Air-Cushion Vehicles
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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 239-240A Novel Grid Phase Estimating Algorithm Based on...

A Novel Grid Phase Estimating Algorithm Based on BP Neutral Network

Abstract:

With respect to the voltage distortion caused by harmonics and unbalanced loads, traditional digital phase lock algorithm doesn't work properly. And this paper presents a novel estimating algorithm based on BP neutral network model. The voltage signal is the input of the network and then by training the network with the prepared samples, the network can calculate the grid phase correctly. This algorithm has no relationship with the harmonics so it can work in a wide range. A network program is finished and the algorithm is validated. The results show that the algorithm works effectively and the result is correct.

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Periodical:

Applied Mechanics and Materials (Volumes 239-240)

Pages:

1507-1510

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.239-240.1507

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Online since:

December 2012

Authors:

Li Na Zhang, Jin Ming Chang

Keywords:

Grid Phase, Harmonics, Network Training, Neutral Network

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References

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