Fuzzy logic–based intelligent control for hydrostatic journal bearing

Most of the researchers are focusing to bring automation in mechanical systems. So, current research work presents a mechatronic system called active hydrostatic journal bearing that is a higher demand of fast-growing industrial needs. The objective is to improve the dynamics and static characterist...

Full description

Bibliographic Details
Main Authors: Waheed UR Rehman, Yuanxin Luo, Yongqin Wang, Guiyun Jiang, Nadeem Iqbal, Shafiq UR Rehman, Shamsa Bibi
Format: Article
Language:English
Published: SAGE Publishing 2019-03-01
Series:Measurement + Control
Online Access:https://doi.org/10.1177/0020294019830110
id doaj-35741734c97b48ca869bb336a2ed84e4
record_format Article
spelling doaj-35741734c97b48ca869bb336a2ed84e42020-11-25T03:18:05ZengSAGE PublishingMeasurement + Control0020-29402019-03-015210.1177/0020294019830110Fuzzy logic–based intelligent control for hydrostatic journal bearingWaheed UR Rehman0Yuanxin Luo1Yongqin Wang2Guiyun Jiang3Nadeem Iqbal4Shafiq UR Rehman5Shamsa Bibi6School of Mechanical Engineering, Chongqing University, Chongqing, ChinaSchool of Mechanical Engineering, Chongqing University, Chongqing, ChinaSchool of Mechanical Engineering, Chongqing University, Chongqing, ChinaSchool of Mechanical Engineering, Chongqing University, Chongqing, ChinaSchool of Mechanical Engineering, Chongqing University, Chongqing, ChinaDepartment of Chemistry, University of Agriculture, Faisalabad, Faisalabad, PakistanDepartment of Chemistry, University of Agriculture, Faisalabad, Faisalabad, PakistanMost of the researchers are focusing to bring automation in mechanical systems. So, current research work presents a mechatronic system called active hydrostatic journal bearing that is a higher demand of fast-growing industrial needs. The objective is to improve the dynamics and static characteristics of hydrostatic journal bearing. To achieve the objective, a feedback servo controlled system is presented. A mathematical model is proposed for newly proposed active hydrostatic journal bearing with servo control. A comparison has been performed between the active hydrostatic journal bearing and traditional/conventional hydrostatic journal bearing under the influence of different dynamic conditions of load, viscosity, speed, and pressure. The results demonstrate that proposed active hydrostatic journal bearing has better performance, including controllability, stability, faster response, higher stiffness as well as better disturbance rejection. To further enhance the performance of proposed active hydrostatic journal bearing, two different control strategies are proposed such as proportional–integral–derivative and intelligent control. The results show that fuzzy logic–based intelligent control has faster response, greater amplitude reduction, and good stiffness against load. So, it shows that role of active lubrication in hydrostatic journal bearing will have potential applications in high load and high speed.https://doi.org/10.1177/0020294019830110
collection DOAJ
language English
format Article
sources DOAJ
author Waheed UR Rehman
Yuanxin Luo
Yongqin Wang
Guiyun Jiang
Nadeem Iqbal
Shafiq UR Rehman
Shamsa Bibi
spellingShingle Waheed UR Rehman
Yuanxin Luo
Yongqin Wang
Guiyun Jiang
Nadeem Iqbal
Shafiq UR Rehman
Shamsa Bibi
Fuzzy logic–based intelligent control for hydrostatic journal bearing
Measurement + Control
author_facet Waheed UR Rehman
Yuanxin Luo
Yongqin Wang
Guiyun Jiang
Nadeem Iqbal
Shafiq UR Rehman
Shamsa Bibi
author_sort Waheed UR Rehman
title Fuzzy logic–based intelligent control for hydrostatic journal bearing
title_short Fuzzy logic–based intelligent control for hydrostatic journal bearing
title_full Fuzzy logic–based intelligent control for hydrostatic journal bearing
title_fullStr Fuzzy logic–based intelligent control for hydrostatic journal bearing
title_full_unstemmed Fuzzy logic–based intelligent control for hydrostatic journal bearing
title_sort fuzzy logic–based intelligent control for hydrostatic journal bearing
publisher SAGE Publishing
series Measurement + Control
issn 0020-2940
publishDate 2019-03-01
description Most of the researchers are focusing to bring automation in mechanical systems. So, current research work presents a mechatronic system called active hydrostatic journal bearing that is a higher demand of fast-growing industrial needs. The objective is to improve the dynamics and static characteristics of hydrostatic journal bearing. To achieve the objective, a feedback servo controlled system is presented. A mathematical model is proposed for newly proposed active hydrostatic journal bearing with servo control. A comparison has been performed between the active hydrostatic journal bearing and traditional/conventional hydrostatic journal bearing under the influence of different dynamic conditions of load, viscosity, speed, and pressure. The results demonstrate that proposed active hydrostatic journal bearing has better performance, including controllability, stability, faster response, higher stiffness as well as better disturbance rejection. To further enhance the performance of proposed active hydrostatic journal bearing, two different control strategies are proposed such as proportional–integral–derivative and intelligent control. The results show that fuzzy logic–based intelligent control has faster response, greater amplitude reduction, and good stiffness against load. So, it shows that role of active lubrication in hydrostatic journal bearing will have potential applications in high load and high speed.
url https://doi.org/10.1177/0020294019830110
work_keys_str_mv AT waheedurrehman fuzzylogicbasedintelligentcontrolforhydrostaticjournalbearing
AT yuanxinluo fuzzylogicbasedintelligentcontrolforhydrostaticjournalbearing
AT yongqinwang fuzzylogicbasedintelligentcontrolforhydrostaticjournalbearing
AT guiyunjiang fuzzylogicbasedintelligentcontrolforhydrostaticjournalbearing
AT nadeemiqbal fuzzylogicbasedintelligentcontrolforhydrostaticjournalbearing
AT shafiqurrehman fuzzylogicbasedintelligentcontrolforhydrostaticjournalbearing
AT shamsabibi fuzzylogicbasedintelligentcontrolforhydrostaticjournalbearing
_version_ 1724628989397434368