| 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.
|
| 发表期刊 | CHINESE JOURNAL OF AERONAUTICS
 |
| 2016
|
| 卷号 | 29期号:4页码:1018-1026 |
| ISSN | 1000-9361
|
| 摘要 | Laser 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. |
| 关键词 | Adaptive Control
Fuzzy Logic
Ground Thermal Test
Laser Heating
Thermal Control
|
| DOI | 10.1016/j.cja.2016.06.015
|
| URL | 查看原文
|
| 收录类别 | SCI
; EI
|
| 语种 | 英语
|
| WOS记录号 | WOS:000384735300017
|
| 关键词[WOS] | Adaptive control
; Fuzzy logic
; Ground thermal test
; Laser heating
; Thermal control
|
| WOS研究方向 | Engineering
|
| WOS类目 | Engineering, Aerospace
|
| 课题组名称 | MAM激光智能制造工艺力学
|
| 论文分区 | 二类
|
| 力学所作者排名 | True
|
| 引用统计 |
|
| 文献类型 | 期刊论文
|
| 条目标识符 | http://dspace.imech.ac.cn/handle/311007/59711
|
| 专题 | 先进制造工艺力学实验室
|
| 通讯作者 | Yu, G (reprint author), Chinese Acad Sci, Inst Mech, Key Lab Mech Adv Mfg, Beijing 100190, Peoples R China. |
推荐引用方式
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.
|
修改评论