| 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.
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| Source Publication | CHINESE JOURNAL OF AERONAUTICS
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| 2016 | |
| Volume | 29Issue:4Pages:1018-1026 |
| ISSN | 1000-9361 |
| Abstract | 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. |
| Keyword | Adaptive Control Fuzzy Logic Ground Thermal Test Laser Heating Thermal Control |
| DOI | 10.1016/j.cja.2016.06.015 |
| URL | 查看原文 |
| Indexed By | SCI ; EI |
| Language | 英语 |
| WOS ID | WOS:000384735300017 |
| WOS Keyword | Adaptive control ; Fuzzy logic ; Ground thermal test ; Laser heating ; Thermal control |
| WOS Research Area | Engineering |
| WOS Subject | Engineering, Aerospace |
| Department | MAM激光智能制造工艺力学 |
| Classification | 二类 |
| Ranking | True |
| Citation statistics | |
| Document Type | 期刊论文 |
| Identifier | http://dspace.imech.ac.cn/handle/311007/59711 |
| Collection | 先进制造工艺力学实验室 |
| Corresponding Author | Yu, 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. |
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| a2016-040.pdf（926KB） | 期刊论文 | 作者接受稿 | 开放获取 | CC BY-NC-SA | View Download | |
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