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...
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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 |
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