浅析人工神经网络在石化企业中的应用及发展趋势

ANALYSIS OF APPLICATION AND PROSPECT OF ARTIFICIAL NEURAL NETWORK IN PETROCHEMICAL ENTERPRISES

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了广泛应用。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发展趋势。

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.