<abstract xmlns="http://www.w3.org/1999/xhtml"><p>In view of the fact that oil pumps exist in the more complex mountains and plains, external temperature, humidity, crude oil characteristics and other adverse factors make the oil pumps control system appear the problem of drift, Fuzzy neural network PID algorithm is studied and designed to realize controling the oil pump system in this paper, combined with the advantages of conventional PID control, fuzzy control and neural network control, the composition and structure of the oil pump control system are analyzed, the model structure and algorithm implementation of fuzzy neural network PID control algorithm are designed in detail. The simulation results show that the control algorithm has good adaptability and anti-interference ability.</p></abstract>

In view of the fact that oil pumps exist in the more complex mountains and plains, external temperature, humidity, crude oil characteristics and other adverse factors make the oil pumps control system appear the problem of drift, Fuzzy neural network PID algorithm is studied and designed to realize controling the oil pump system in this paper, combined with the advantages of conventional PID control, fuzzy control and neural network control, the composition and structure of the oil pump control system are analyzed, the model structure and algorithm implementation of fuzzy neural network PID control algorithm are designed in detail. The simulation results show that the control algorithm has good adaptability and anti-interference ability.

Research of Oil Pump Control Based On Fuzzy Neural Network PID Algorithm

International Journal of Advanced Network, Monitoring and Controls

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

{"article-title":"Research of Oil Pump Control Based On Fuzzy Neural Network PID Algorithm"}

In view of the fact that oil pumps exist in the more complex mountains and plains, external temperature, humidity, crude oil characteristics and other adverse...

Research of Oil Pump Control Based On Fuzzy Neural Network PID Algorithm

Publié en ligne: 14 oct. 2019

Pages: 63 - 68

DOI: https://doi.org/10.21307/ijanmc-2019-022

Mots clés
Oil Pump, Fuzzy Control, Neural Networks, PID Control

© 2018 Chen Gong et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Figure 6.

Figure 7.

Research of Oil Pump Control Based On Fuzzy Neural Network PID Algorithm

Publié en ligne: 14 oct. 2019

Pages: 63 - 68

DOI: https://doi.org/10.21307/ijanmc-2019-022

Mots clésOil Pump, Fuzzy Control, Neural Networks, PID Control

© 2018 Chen Gong et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Figure 2.

Figure 3.

Figure 4.

Figure 5.

Figure 6.

Figure 7.

Mots clés
Oil Pump, Fuzzy Control, Neural Networks, PID Control