The automatic feed control based on OBP neural network

Ding Feng, Bianyou Tan, Peng Wang, Shouyong Li, Jin Liu, Cheng Yang, Yongxin Yuan, Guanjun Xu

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

It is the important technology to take the optimum control of automatic drilling in the course of oilfield drilling in accordance with actual situation. Due to the complexity of drilling process and the non-linear relationship between input and output of drilling system; it's difficult to acquire satisfied results to adopt general control method. This article presents a new control method which based on the OBP neural network. The OBP algorithm and the design of control system are elaborated in details in this paper. The automatic feed control method based on OBP neural network has applied successfully in Liaohe and Xinjiang oilfield. The result indicated that the control system is efficient and response, stability of the system, the control precision is improved. All the characters index arrive the control required.

Original languageEnglish
Title of host publicationAdvances in Swarm Intelligence - First International Conference, ICSI 2010, Proceedings
Pages236-242
Number of pages7
EditionPART 2
DOIs
StatePublished - 2010
Externally publishedYes
Event1st International Conference on Advances in Swarm Intelligence, ICSI 2010 - Beijing, China
Duration: 12 Jun 201015 Jun 2010

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 2
Volume6146 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference1st International Conference on Advances in Swarm Intelligence, ICSI 2010
Country/TerritoryChina
CityBeijing
Period12/06/1015/06/10

Keywords

  • Automatic feed control
  • Neural network
  • OBP neural network

Fingerprint

Dive into the research topics of 'The automatic feed control based on OBP neural network'. Together they form a unique fingerprint.

Cite this