Abstract
Objective:Meets the requirements of no overshoot in the response of the liquor blending control system, and eliminate the influence of system time lag on its control effect.Methods:An algorithm of liquor blending control based on variable universe fuzzy-Smith was proposed. Analyzed the control process and characteristics of the system and establish an approximate mathematical model. Quoting Smith predictor to compensate for the time lag in the system, utilizing the characteristics of fuzzy control to solve the problem of inaccurate system mathematics model, combined with the variable universe method to eliminate the shortcomings of conventional fuzzy control method with steady-state errors due to the poor accuracy. The algorithm was simulated by Matlab.Results:Compared with PID-Smith and fuzzy-Smith control algorithm, on the premise of ensuring that there was no overshoot in the system response, and the proposed algorithm had faster adjustment speed and better robustness.Conclusion:The variable universe fuzzy-Smith algorithm can realize the precise control of the flow of the liquor blending control system.
Publication Date
7-7-2022
First Page
203
Last Page
209
Recommended Citation
Yong-shuai, ZHOU; Xian-guo, TUO; Qiang, HAN; and Xin, LIU
(2022)
"Liquor blending control based on variable universe fuzzy-Smith modle,"
Food and Machinery: Vol. 38:
Iss.
2, Article 34.
Available at:
https://www.ifoodmm.cn/journal/vol38/iss2/34
References
[1] 谢永文,李莉.自动控制系统在白酒生产中的应用[J].酿酒科技,2007(9):53-58.XIE Yong-wen,LI Li.Application of the automatic control system in the production of liquors[J].Liquor-Making Science & Technology,2007(9):53-58.
[2] 张煜行,孟庆才,李泽霞.白酒规模化勾调智能控制系统开发[J].酿酒科技,2011(4):112-114.ZHANG Yu-hang,MENG Qing-cai,LI Ze-xia.Development of Intelligent large-scale liquor blending system[J].Liquor-Making Science & Technology,2011(4):112-114.
[3] 谭绍利,吕云怀.茅台酒大容器自动化控制勾兑技术应用研究[J].酿酒科技,2010(5):65-68.TAN Shao-li,LU Yun-huai.Research on automated blending techniques in large containers[J].Liquor-Making Science & Technology,2010(5):65-68.
[4] 范磊,艾昌文.时滞过程中流量调节的自适应学习方法研究[J].自动化仪表,2020,41(9):64-67.FAN Lei,AI Chang-wen.Study on adaptive learning method for flow regulation[J].Process Automation Instrumentation,2020,41(9):64-67.
[5] 李帅,魏建华.带长管道的阀控非对称缸系统非线性控制[J].控制工程,2009,16(S1):94-96,100.LI Shuai,WEI Jian-hua.Nonlinear control of long-pipe valve-controlled asymmetrical cylinder system[J].Control Engineering of China,2009,16(S1):94-96,100.
[6] 王明歆.白酒勾调过程自控系统设计[D].天津:天津大学,2012:24-26.WANG Ming-xin.The design of automatic control system for liquor blending[D].Tianjing:Tianjin University,2012:24-26.
[7] 冯荣荣,田亮.柔性Smith预估控制在循环流化床机组协调控制系统中的应用设计[J].广东电力,2021,34(2):108-114.FENG Rong-rong,TIAN Liang.Application design of flexible Smith predictive control in coordinated control system of circulating fluidized bed unit[J].Guangdong Electric Power,2021,34(2):108-114.
[8] 郑仰东.采用Smith预估器模型的时滞系统自适应控制[J].控制理论与应用,2021,38(3):416-424.ZHENG Yang-dong.Adaptive control for time-delay systems adopting Smith predictor models[J].Control Theory & Applications,2021,38(3):416-424.
[9] 杨辰飞,牛晨旭,吕蒙.Smith预估控制器在大延迟系统中的应用[J].工业控制计算机,2019,32(11):106-107.YANG Chen-fei,NIU Chen-xu,LU Meng.Application of Smith predictive controller in large delay system[J].Industrial Control Computer,2019,32(11):106-107.
[10] 高锦,章家岩,冯旭刚.基于Smith预估补偿的啤酒发酵温度控制策略[J].食品与机械,2019,35(8):115-120.GAO Jin,ZHANG Jia-yan,FENG Xu-gang.Control strategy of beer fermentation temperature based on Smith predictable compensation[J].Food & Machinery,2019,35(8):115-120.
[11] 单文娟,汤伟,王孟效,等.基于分数阶PID的纸张定量双自由度Smith预估控制[J].包装工程,2017,38(11):143-147.SHAN Wen-juan,TANG Wei,WANG Meng-xiao,et al.Two-degree-of-freedom Smith predictor based on fractional order PID controller in paper basis weight[J].Packaging Engineering,2017,38(11):143-147.
[12] 程俊红,王军芬,李薇.基于Smith预估模糊PID的电镀废水处理系统改进[J].电镀与精饰,2019,41(5):27-32.CHENG Jun-hong,WANG Jun-fen,LI Wei.Improvement of electroplating waster water treatment system based on Smith predictive estimate and fuzzy PID[J].Plating and Finishing,2019,41(5):27-32.
[13] 张浩强,罗相巧,黄鸿滨,等.基于智能算法的白酒发酵罐温度控制PID参数整定[J].机械研究与应用,2021,34(3):41-43,47.ZHANG Hao-qiang,LUO Xiang-qiao,HUANG Hong-bin,et al.PID parameter tuning of temperature control in liquor fermentation tank based on Intelligent algorithm[J].Mechanical Research & Application,2021,34(3):41-43,47.
[14] 郑斌,黄璐,周亮.基于智能水滴算法的空调水温二阶时滞PID控制[J].控制工程,2021,28(3):540-545.ZHENG Bin,HUANG Lu,ZHOU Liang.Two order time delay PID control of air-conditioning water temperature based on Intelligent water droplet algorithm[J].Control Engineering of China,2021,28(3):540-545.
[15] 戴世纪,王仲根.基于Smith预估型模糊PID温度控制系统的设计[J].重庆工商大学学报(自然科学版),2020,37(6):13-18.DAI Shi-ji,WANG Zhong-gen.Design of fuzzy-PID temperature control system based on Smith predictive mode[J].Journal of Chongqing Technology and Business University(Natural Science Edition),2020,37(6):13-18.
[16] 刘斌,谢煜,孙艺哲,等.基于Smith预估模糊控制的温室灌溉决策系统设计[J].中国农机化学报,2019,40(8):149-153.LIU Bin,XIE Yu,SUN Yi-zhe,et al.Design of greenhouse irrigation decision system based on Smith fuzzy controller[J].Journal of Chinese Agricultural Mechanization,2019,40(8):149-153.
[17] 张磊,王思明.改进Smith预估时延补偿的模糊网络控制系统研究[J].现代电子技术,2020,43(1):126-130.ZHANG Lei,WANG Si-ming.Research on network fuzzy control system for improved Smith predictive delay compensation[J].Modern Electronics Technique,2020,43(1):126-130.
[18] 李洪兴.从模糊控制的数学本质看模糊逻辑的成功:关于“关于模糊逻辑似是而非的争论”的似是而非的介入[J].模糊系统与数学,1995,9(4):1-14.LI Hong-xing.To see the success of fuzzy logic from mathematical essence of fuzzy control:On “The paradoxical success of fuzzy logic”[J].Fuzzy Systems and Mathematics,1995,9(4):1-14.
[19] 邱光繁,徐进钊,邱炯智,等.基于函数型伸缩因子的桥式吊车变论域模糊PID控制器设计[J].机电工程技术,2021,50(2):156-160.QIU Guang-fan,XU Jin-zhao,QIU Jiong-zhi,et al.Design of fuzzy PID controller in variable-universe of bridge crane based on functional contraction-expansion factor[J].Mechanical & Electrical Engineering Technology,2021,50(2):156-160.
[20] 文力,陈志辉,郭润龙,等.变论域模糊PID控制在交流发电系统中的应用[J].电机与控制应用,2020,47(2):34-41.WEN Li,CHEN Zhi-hui,GUO Run-long,et al.Application of variableuniverse fuzzy PID control in AC power generation system[J].Electric Machines & Control Application,2020,47(2):34-41.
[21] 毛君,刘思阳.基于变论域模糊PID的焊机电弧长度调节控制[J].控制工程,2019,26(12):2 188-2 192.MAO Jun,LIU Si-yang.Arc length control of welding machine based on variable universe fuzzy PID[J].Control Engineering of China,2019,26(12):2 188-2 192.