浏览全部资源
扫码关注微信
1.安徽理工大学 机械工程学院, 安徽 淮南 232001
2.安徽理工大学 深部煤矿采动响应与灾害防控国家重点实验室, 安徽 淮南 232001
[ "王建刚(1980-),男,安徽砀山人,博士,广东立佳实业有限公司总工程师,主要从事PLC硬件软件、机电智能控制、模拟环境试验设备等方面的研究。E-mail: wangjg@lik.net.cn" ]
收稿日期:2022-08-02,
修回日期:2022-10-12,
纸质出版日期:2022-12-25
移动端阅览
王建刚,杨洪涛,于晓周等.大型气候环境试验舱冷热端温度动态模糊PID协调控制[J].光学精密工程,2022,30(24):3159-3167.
WANG Jiangang,YANG Hongtao,YU Xiaozhou,et al.Dynamic fuzzy-PID coordinated control of the cool-hot end temperature of large climate environmental test chambers[J].Optics and Precision Engineering,2022,30(24):3159-3167.
王建刚,杨洪涛,于晓周等.大型气候环境试验舱冷热端温度动态模糊PID协调控制[J].光学精密工程,2022,30(24):3159-3167. DOI: 10.37188/OPE.20223024.3159.
WANG Jiangang,YANG Hongtao,YU Xiaozhou,et al.Dynamic fuzzy-PID coordinated control of the cool-hot end temperature of large climate environmental test chambers[J].Optics and Precision Engineering,2022,30(24):3159-3167. DOI: 10.37188/OPE.20223024.3159.
为了解决具有强扰动的大型气候环境试验舱温度数据波动大、难以精确控制的问题,本文分析了试验舱温度结构组成、温度控制特点和热负荷扰动来源,提出了适用于大型试验舱温度精确控制的冷热端温度动态模糊PID协调控制算法,研究其控制原理及具体算法。同时提出了利用卡尔曼(Kalman)滤波的温度数据处理方法和基于艾伦(Allan)方差分析的控制效果评判方法。实验结果表明,Kalman 滤波可有效去除温度测量数据中热负荷扰动产生的偏差,更真实反映温度实际变化。本文研究的控制算法相较于传统PID控制算法其温度波动性较小、系统稳态响应时间较短,可以用于大型气候环境试验舱的温度精确控制。
To address the problems of large data fluctuation and the difficulty of the accurate control of large climatic environment test chamber temperature with strong disturbances, the temperature structural composition, temperature control characteristics, and heat load disturbance source of test chamber temperature are analyzed. A dynamic fuzzy-proportional-integral-derivative-coordinated control algorithm for the cool-hot end temperature is proposed for the precise temperature control of large test chambers. The control principle and its specific algorithm are studied. The temperature data processing method used is Kalman filtering, and the control effect evaluation method is based on the Allan analysis of variance. Experimental results show that the deviation caused by thermal load disturbances in measuring temperature data can be effectively removed by Kalman filtering, reflecting the actual temperature change realistically. The control algorithm studied is compared with the traditional proportional-integral-derivative control algorithm, which has less temperature fluctuation and shorter steady-state system response time, and can be applied to the precise temperature control of large climate environmental test chambers.
SU Y P , YU Q M , ZENG L . Parameter self-tuning PID control for greenhouse climate control problem [J]. IEEE Access , 2020 , 8 : 186157 - 186171 .
李可 , 庞丽萍 , 刘旺开 , 等 . 环境模拟舱体的建模仿真及控制方法 [J]. 北京航空航天大学学报 , 2007 , 33 ( 5 ): 535 - 538 . doi: 10.3969/j.issn.1001-5965.2007.05.008 http://dx.doi.org/10.3969/j.issn.1001-5965.2007.05.008
LI K , PANG L P , LIU W K , et al . System model simulation and control method used in environmental simulation Chambers [J]. Journal of Beijing University of Aeronautics and Astronautics , 2007 , 33 ( 5 ): 535 - 538 . (in Chinese) . doi: 10.3969/j.issn.1001-5965.2007.05.008 http://dx.doi.org/10.3969/j.issn.1001-5965.2007.05.008
王鹏英 . 模糊Smith在温控系统中的仿真研究 [J]. 计算机仿真 , 2011 , 28 ( 6 ): 247 - 250 . doi: 10.3969/j.issn.1006-9348.2011.06.061 http://dx.doi.org/10.3969/j.issn.1006-9348.2011.06.061
WANG P Y . Simulation on temperature control system based on fuzzy Smith [J]. Computer Simulation , 2011 , 28 ( 6 ): 247 - 250 . (in Chinese) . doi: 10.3969/j.issn.1006-9348.2011.06.061 http://dx.doi.org/10.3969/j.issn.1006-9348.2011.06.061
赖文光 . 气候环境试验设备温度参数数据处理方法的分析与探讨 [J]. 环境技术 , 2006 , 24 ( 4 ): 8 - 13 . doi: 10.3969/j.issn.1004-7204.2006.04.005 http://dx.doi.org/10.3969/j.issn.1004-7204.2006.04.005
LAI W G . Analysis and research on methods of data processing in temperature parameters of climatic environmental testing equipment [J]. Environmental Technology , 2006 , 24 ( 4 ): 8 - 13 . (in Chinese) . doi: 10.3969/j.issn.1004-7204.2006.04.005 http://dx.doi.org/10.3969/j.issn.1004-7204.2006.04.005
YANG Z C , SUN B , LI F , et al . A temperature optimal control method of temperature control system considering thermal inertia [C]. 2019 Chinese Control Conference (CCC). Guangzhou , China . IEEE , 2019 : 5226 - 5231 .
廖晓波 , 庄健 , 程磊 , 等 . 微移液管探针结构读写的环境湿度控制方法 [J]. 光学 精密工程 , 2021 , 29 ( 10 ): 2432 - 2443 . doi: 10.37188/OPE.20212910.2432 http://dx.doi.org/10.37188/OPE.20212910.2432
LIAO X B , ZHUANG J , CHENG L , et al . Environmental humidity control method for structural reading and writing based on micropipette probe [J]. Opt. Precision Eng. , 2021 , 29 ( 10 ): 2432 - 2443 . (in Chinese) . doi: 10.37188/OPE.20212910.2432 http://dx.doi.org/10.37188/OPE.20212910.2432
梁捷 . 高低温湿热试验箱的模糊增量式PID控制器设计 [J]. 仪器仪表与分析监测 , 2018 ,( 2 ): 25 - 28 . doi: 10.3969/j.issn.1002-3720.2018.02.007 http://dx.doi.org/10.3969/j.issn.1002-3720.2018.02.007
LIANG J . Design of fuzzy step PID controller for high and low temperature alternating damp heat test chamber [J]. Instrumentation·Analysis·Monitoring , 2018 , ( 2 ): 25 - 28 . (in Chinese) . doi: 10.3969/j.issn.1002-3720.2018.02.007 http://dx.doi.org/10.3969/j.issn.1002-3720.2018.02.007
徐抒岩 , 张旭升 , 范阔 , 等 . 大型光学系统波前检测中气流扰动的抑制 [J]. 光学 精密工程 , 2020 , 28 ( 1 ): 80 - 89 .
XU S Y , ZHANG X SH , FAN K , et al . Suppression of airflow turbulence in wavefront measurement for large-aperture optical systems [J]. Opt. Precision Eng. , 2020 , 28 ( 1 ): 80 - 89 . (in Chinese)
王文光 , 胡爱军 . 关于温湿度检定箱校准参数的探讨 [J]. 电子产品可靠性与环境试验 , 2017 , 35 ( 1 ): 62 - 66 . doi: 10.3969/j.issn.1672-5468.2017.01.013 http://dx.doi.org/10.3969/j.issn.1672-5468.2017.01.013
WANG W G , HU A J . Discussion on the calibration parameters of temperature and humidity test chamber [J]. Electronic Product Reliability and Environmental Testing , 2017 , 35 ( 1 ): 62 - 66 . (in Chinese) . doi: 10.3969/j.issn.1672-5468.2017.01.013 http://dx.doi.org/10.3969/j.issn.1672-5468.2017.01.013
朱均超 , 豆梓文 , 李嘉强 , 等 . 高精度大范围的光学晶体温度控制系统 [J]. 光学 精密工程 , 2018 , 26 ( 7 ): 1604 - 1611 .
ZHU J CH , DOU Z W , LI J Q , et al . High-precision and wide-range optical crystal temperature control system [J]. Opt. Precision Eng. , 2018 , 26 ( 7 ): 1604 - 1611 . (in Chinese)
张克非 , 蒋涛 , 邵龙 , 等 . 基于新型模糊PID控制单元的LD精密温控研究 [J]. 光学 精密工程 , 2017 , 25 ( 3 ): 648 - 655 .
ZHANG K F , JIANG T , SHAO L , et al . Research on precision temperature control of laser diode based on the novel fuzzy-PID control unit [J]. Opt. Precision Eng. , 2017 , 25 ( 3 ): 648 - 655 . (in Chinese)
SUNDARABALAN C K , SELVI K . Real coded GA optimized fuzzy logic controlled PEMFC based Dynamic Voltage Restorer for reparation of voltage disturbances in distribution system [J]. International Journal of Hydrogen Energy , 2017 , 42 ( 1 ): 603 - 613 .
AKOPOV A S , BEKLARYAN L A , THAKUR M , et al . Parallel multi-agent real-coded genetic algorithm for large-scale black-box single-objective optimisation [J]. Knowledge-Based Systems , 2019 , 174 : 103 - 122 .
GARCIA J C S , TANAKA H , GIANNETTI N , et al . Multiobjective geometry optimization of microchannel heat exchanger using real-coded genetic algorithm [J]. Applied Thermal Engineering , 2022 , 202 : 117821 .
PANG H , GUO L , WU L X , et al . A novel extended Kalman filter-based battery internal and surface temperature estimation based on an improved electro-thermal model [J]. Journal of Energy Storage , 2021 , 41 : 102854 .
陈德海 , 王昱朝 , 孙仕儒 , 等 . 基于无迹Kalman滤波算法的电池内部温度估计 [J]. 汽车安全与节能学报 , 2022 , 13 ( 1 ): 186 - 193 . doi: 10.3969/j.issn.1674-8484.2022.01.019 http://dx.doi.org/10.3969/j.issn.1674-8484.2022.01.019
CHEN D H , WANG Y ZH , SUN SH R , et al . Estimation of battery internal temperature based on unscented Kalman filter algorithm [J]. Journal of Automotive Safety and Energy , 2022 , 13 ( 1 ): 186 - 193 . (in Chinese) . doi: 10.3969/j.issn.1674-8484.2022.01.019 http://dx.doi.org/10.3969/j.issn.1674-8484.2022.01.019
李少年 , 李毅 , 魏列江 , 等 . 基于改进卡尔曼数据融合算法的温室物联网采集系统研究 [J]. 传感技术学报 , 2022 , 35 ( 4 ): 558 - 564 . doi: 10.3969/j.issn.1004-1699.2022.04.020 http://dx.doi.org/10.3969/j.issn.1004-1699.2022.04.020
LI SH N , LI Y , WEI L J , et al . Research on Internet of Things acquisition system in greenhouse based on the improved Kalman data fusion algorithm [J]. Chinese Journal of Sensors and Actuators , 2022 , 35 ( 4 ): 558 - 564 . (in Chinese) . doi: 10.3969/j.issn.1004-1699.2022.04.020 http://dx.doi.org/10.3969/j.issn.1004-1699.2022.04.020
0
浏览量
875
下载量
2
CSCD
关联资源
相关文章
相关作者
相关机构