Distribution substation heavy overload data processing method based on BP neural network

Shuting Chen; Sen Xu; Xinmiao Hu; Anqing Chen

doi:10.1117/12.2686649

10 August 2023 Distribution substation heavy overload data processing method based on BP neural network

Shuting Chen, Sen Xu, Xinmiao Hu, Anqing Chen

Proceedings Volume 12759, International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2023); 127591W (2023) https://doi.org/10.1117/12.2686649
Event: 2023 3rd International Conference on Automation Control, Algorithm and Intelligent Bionics (ACAIB 2023), 2023, Xiamen, China

Abstract

The traditional processing of distribution substation heavy overload data uses manual method or association rule method, but its processing efficiency is slow and processing accuracy is low. In this regard, a BP neural network method for processing distribution substation heavy overload data is proposed. The BP neural network is constructed to build a model, extract data features, and train the model for data processing using large-scale data. In the experiments, the processing accuracy of the proposed model is verified. The analysis of the experimental results shows that the model processing efficiency is high and the data processing accuracy is high when the proposed model is used for data accuracy detection.

Citation Download Citation

Shuting Chen, Sen Xu, Xinmiao Hu, and Anqing Chen "Distribution substation heavy overload data processing method based on BP neural network", Proc. SPIE 12759, International Conference on Automation Control, Algorithm, and Intelligent Bionics (ACAIB 2023), 127591W (10 August 2023); https://doi.org/10.1117/12.2686649

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available