Development of a Neural Network for a Boiler Unit Generating Water Vapour Control
- 作者: Muravyova E.A.1, Uspenskaya N.N.1
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隶属关系:
- Ufa State Petroleum Technological University
- 期: 卷 27, 编号 4 (2018)
- 页面: 297-307
- 栏目: Article
- URL: https://journals.rcsi.science/1060-992X/article/view/195152
- DOI: https://doi.org/10.3103/S1060992X18040070
- ID: 195152
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详细
This article raises the question of neural networks application to control a boiler unit as a multidimensional system. The use of neural networks for managing technological processes helps to solve the problems of the operation of a complex control system, it improves its fail safety. The article proposes to apply a neural network to solve these problems. Technological process as a multidimensional system has been studied and described, the algorithm of the boiler has been described, neural network for controlling a boiler designed to produce water vapour under pressure has been developed, trained and tested. Development, training and testing of the neural network was carried out in Matlab program.
作者简介
E. Muravyova
Ufa State Petroleum Technological University
编辑信件的主要联系方式.
Email: muraveva_ea@mail.ru
俄罗斯联邦, Sterlitamak, 450000
N. Uspenskaya
Ufa State Petroleum Technological University
Email: muraveva_ea@mail.ru
俄罗斯联邦, Sterlitamak, 450000
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