石油化工设计 ›› 2020, Vol. 37 ›› Issue (2): 53-58.doi: 10.3969 /j.issn.1005-8168.2020.02.013

• 综述 • 上一篇    下一篇

浅析人工神经网络在石化企业中的应用及发展趋势

李进锋   

  1. 中国石化工程建设有限公司,北京 100101
  • 收稿日期:2020-04-07 接受日期:2020-04-07 出版日期:2020-05-25 发布日期:2020-05-25
  • 通讯作者: 李进锋,lijingfeng@sei.com.cn E-mail:lijingfeng@sei.com.cn
  • 作者简介:李进锋,男,2006年毕业于中国石油大学(北京)化工过程机械专业,硕士,高级工程师,主要从事石油化工技术开发和设计建设咨询规划工作,已发表论文7篇。联系电话:010-84878747;E-mail:lijingfeng@sei.com.cn

Analysis of Application and Prospect of Artificial Neural Network in Petrochemical Enterprises

Li Jinfeng   

  1. SINOPEC Engineering Incorporation, Beijing, 100101
  • Received:2020-04-07 Accepted:2020-04-07 Online:2020-05-25 Published:2020-05-25
  • Contact: Li Jinfeng,lijingfeng@sei.com.cn E-mail:lijingfeng@sei.com.cn

摘要: 人工智能领域的前沿技术---人工神经网络,在石化企业生产运行中得到广泛应用。介绍了人工神经网络技术的基本原理和算法分类,阐述了人工神经网络在石化企业操作优化、故障诊断、节能减排、安全预警和数据预测等方面的应用进展,分析了石化企业应用人工神经网络的关注重点,展望了该技术在石化企业中的发展趋势

关键词: 人工神经网络, 石化企业, 应用, 展望

Abstract: Artificial neural network, the cutting-edge technology in the field of artificial intelligence, is widely used in the production and operation of petrochemical enterprises. This paper introduces the basic principle and algorithm classification of artificial neural network technology, discusses the application progress of artificial neural network in the operation optimization, fault diagnosis, energy saving and emission reduction, safety early warning and data prediction of petrochemical enterprises, puts forward the focus of the application of artificial neural network in petrochemical enterprises, and looks forward to the development trend of this technology in petrochemical enterprises.

Key words: artificial, neural network, petrochemical enterprise, application, prospect