IMECH-IR  > 先进制造工艺力学重点实验室
A novel intelligent adaptive control of laser-based ground thermal test
Gan ZT; Yu G(虞刚); Li SX(李少霞); He XL(何秀丽); Chen R; Zheng CY(郑彩云); Ning WJ(宁伟健); Yu, G (reprint author), Chinese Acad Sci, Inst Mech, Key Lab Mech Adv Mfg, Beijing 100190, Peoples R China.
Source PublicationCHINESE JOURNAL OF AERONAUTICS
2016
Volume29Issue:4Pages:1018-1026
ISSN1000-9361
AbstractLaser heating technology is a type of potential and attractive space heat flux simulation technology, which is characterized by high heating rate, controlled spatial intensity distribution and rapid response. However, the controlled plant is nonlinear, time-varying and uncertainty when implementing the laser-based heat flux simulation. In this paper, a novel intelligent adaptive controller based on proportion-integration-differentiation (PID) type fuzzy logic is proposed to improve the performance of laser-based ground thermal test. The temperature range of thermal cycles is more than 200 K in many instances. In order to improve the adaptability of controller, output scaling factors are real time adjusted while the thermal test is underway. The initial values of scaling factors are optimized using a stochastic hybrid particle swarm optimization (H-PSO) algorithm. A validating system has been established in the laboratory. The performance of the proposed controller is evaluated through extensive experiments under different operating conditions (reference and load disturbance). The results show that the proposed adaptive controller performs remarkably better compared to the conventional PID (PID) controller and the conventional PID type fuzzy (F-PID) controller considering performance indicators of overshoot, settling time and steady state error for laser-based ground thermal test. It is a reliable tool for effective temperature control of laser-based ground thermal test. (C) 2016 Chinese Society of Aeronautics and Astronautics. Production and hosting by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license.
KeywordAdaptive Control Fuzzy Logic Ground Thermal Test Laser Heating Thermal Control
DOI10.1016/j.cja.2016.06.015
URL查看原文
Indexed BySCI ; EI
Language英语
WOS IDWOS:000384735300017
WOS KeywordAdaptive control ; Fuzzy logic ; Ground thermal test ; Laser heating ; Thermal control
WOS Research AreaEngineering
WOS SubjectEngineering, Aerospace
DepartmentMAM激光智能制造工艺力学
Classification二类
RankingTrue
Citation statistics
Document Type期刊论文
Identifierhttp://dspace.imech.ac.cn/handle/311007/59711
Collection先进制造工艺力学重点实验室
Corresponding AuthorYu, G (reprint author), Chinese Acad Sci, Inst Mech, Key Lab Mech Adv Mfg, Beijing 100190, Peoples R China.
Recommended Citation
GB/T 7714
Gan ZT,Yu G,Li SX,et al. A novel intelligent adaptive control of laser-based ground thermal test[J]. CHINESE JOURNAL OF AERONAUTICS,2016,29(4):1018-1026.
APA Gan ZT.,虞刚.,李少霞.,何秀丽.,Chen R.,...&Yu, G .(2016).A novel intelligent adaptive control of laser-based ground thermal test.CHINESE JOURNAL OF AERONAUTICS,29(4),1018-1026.
MLA Gan ZT,et al."A novel intelligent adaptive control of laser-based ground thermal test".CHINESE JOURNAL OF AERONAUTICS 29.4(2016):1018-1026.
Files in This Item: Download All
File Name/Size DocType Version Access License
a2016-040.pdf(926KB)期刊论文作者接受稿开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Gan ZT]'s Articles
[虞刚]'s Articles
[李少霞]'s Articles
Baidu academic
Similar articles in Baidu academic
[Gan ZT]'s Articles
[虞刚]'s Articles
[李少霞]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Gan ZT]'s Articles
[虞刚]'s Articles
[李少霞]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: a2016-040.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.