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Research on flow calculation method based on BP neural network

  • Tao Meng
  • , Zhonghao Sun
  • , Xiaoming Zhang
  • , Jiawei Zhang
  • , Huichao Shi*
  • *此作品的通讯作者
  • National Institute of Metrology China
  • National Computer Network Emergency Response Technical Team
  • Beijing University of Chemical Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Based on the relationship between flow and pressure in the flow standard facility, a BP neural network calculation model is established in this paper considering the influence of parameters like valve opening and pump frequency. Through the flow measurement experiment, the training and testing sample data are obtained, and then the established BP neural network model is trained and tested. The calculation results show that the established BP neural network model can accurately obtain the instantaneous flow value through the pressure in the pipeline.

源语言英语
主期刊名Proceedings of 2019 IEEE 2nd International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2019
出版商Institute of Electrical and Electronics Engineers Inc.
584-587
页数4
ISBN(电子版)9781728150291
DOI
出版状态已出版 - 11月 2019
已对外发布
活动2nd IEEE International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2019 - Shenyang, 中国
期限: 22 11月 201924 11月 2019

出版系列

姓名Proceedings of 2019 IEEE 2nd International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2019

会议

会议2nd IEEE International Conference on Automation, Electronics and Electrical Engineering, AUTEEE 2019
国家/地区中国
Shenyang
时期22/11/1924/11/19

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