模糊理论和PID相融合的两轮自平衡机器人智能控制系统Two-wheeled self-balancing robot′s intelligent control system combining fuzzy theory and PID
夏国清,陈华珍
摘要(Abstract):
针对两轮自平衡机器人控制系统的开发和研制普遍存在不足,易导致控制系统故障等问题,对两轮自平衡机器人进行研究并建立基于模糊理论与PID控制相融合的两轮自平衡机器人智能控制系统模型,将所得模型根据PID控制和模糊理论算法进行仿真实验,并对实验数据进行测量和分析。仿真结果表明,模糊理论和PID相融合的控制器有利于促进两轮自平衡机器人控制系统的稳定,实现对输入信号的跟踪。
关键词(KeyWords): 自适应PID;模糊控制器;VB语言;模糊理论;信号跟踪;两轮自平衡机器人
基金项目(Foundation): 2015年广东省教育厅重点平台及科研项目(青年创新人才类项目(自然科学)):两轮自平衡服务机器人智能控制系统研究(2015KQNCX240)~~
作者(Author): 夏国清,陈华珍
DOI: 10.16652/j.issn.1004-373x.2018.21.026
参考文献(References):
- [1]李强.基于模糊控制理论的PID闭环控制系统的研究与设计[J].现代电子技术,2015,38(22):131-134.LI Qiang. Research and design of PID closed-loop control system based on fuzzy control theory[J]. Modern electronics technique,2015,38(22):131-134.
- [2]胥良,郭林,梁亚,等.基于模糊RBF神经网络的智能PID控制[J].工业仪表与自动化装置,2015(6):67-69.XU Liang,GUO Lin,LIANG Ya,et al. Study on intelligent PID control based on fuzzy RBF neural network[J]. Industrial instrumentation&automation,2015(6):67-69.
- [3]李世光,王文文,申梦茜,等.两轮自平衡机器人平衡控制仿真与研究[J].山东科技大学学报(自然科学版),2016,35(6):76-81.LI Shiguang, WANG Wenwen, SHEN Mengxi, et al. Balance control simulation and research of two-wheeled self-balance robot[J]. Journal of Shandong University of Science and Technology(natural science),2016,35(6):76-81.
- [4]王镇道,张乐,彭子舜.基于PSO优化算法的模糊PID励磁控制器设计[J].湖南大学学报(自然科学版),2017,44(8):106-111.WANG Zhendao,ZHANG Le,PENG Zishun. Design of fuzzy PID excitation control based on PSO optimization algorithm[J].Journal of Hunan University(natural sciences), 2017, 44(8):106-111.
- [5]曹玉飞.融合模糊与PID算法的自动泊车转向控制器[J].农业装备与车辆工程,2015,53(6):34-38.CAO Yufei. The integration of fuzzy and PID algorithm of automatic parking steering controller[J]. Agricultural equipment&vehicle engineering,2015,53(6):34-38.
- [6]毛君,郑广辉,谢苗,等.模糊PID的超前支护装备支撑力自动控制系统[J].智能系统学报,2015,10(5):762-768.MAO Jun,ZHENG Guanghui,XIE Miao,et al. Fuzzy-PID based automatic support force control system of advance supporting equipment[J]. CAAI transactions on intelligent systems,2015,10(5):762-768.
- [7]姜颖韬.自循迹智能车模糊PID路径控制系统设计[J].制造业自动化,2015,24(10):113-116.JIANG Yingtao. The design of fuzzy PID control system of the self-path tracking smart car[J]. Manufacturing automation,2015,24(10):113-116.
- [8]于海波.模糊PID在气垫式流浆箱控制系统中的应用[J].中国造纸,2015,34(9):55-59.YU Haibo. Application of fuzzy PID in air-cushioned headbox control system[J]. China pulp&paper,2015,34(9):55-59.
- [9]王胜,陈宁.基于图像视觉伺服的模糊比例积分微分控制系统[J].计算机应用,2015,35(4):1200-1204.WANG Sheng,CHEN Ning. Fuzzy-proportion integration differentiation control system based on image visual servo[J]. Journal of computer applications,2015,35(4):1200-1204.
- [10]冯晨纯,王珍,江亲瑜.基于模糊PID的粘度仪恒温系统实现[J].自动化技术与应用,2015,34(3):20-24.FENG Chenchun,WANG Zhen,JIANG Qinyu. Implementation of constant temperature system in viscosity instrument based on fuzzy PID control[J]. Techniques of automation and applications,2015,34(3):20-24.
- [11]丁正敏,熊冬生,王小红,等.基于模糊自适应PID控制的麻醉靶控输注智能化研究[J].中国医学物理学杂志,2016,33(7):726-732.DING Zhengmin,XIONG Dongsheng,WANG Xiaohong,et al. Intelligence of anesthesia target controlled infusion based on fuzzy adaptive PID control[J]. Chinese journal of medical physics,2016,33(7):726-732.
- [12]贾森,王新华,龚华军,等.基于模糊PID的直升机增稳控制系统设计与实现[J].电子测量技术,2015,20(11):70-73.JIA Sen,WANG Xinhua,GONG Huajun,et al. Design and implementation of stability augmentation control system for small unmanned helicopter based on fuzzy PID[J]. Electronic measurement technology,2015,20(11):70-73.
- [13]宋春杰,何志通,桂晨歌,等.基于PID和模糊逻辑的车辆操纵稳定性控制分析[J].交通节能与环保,2016,12(2):21-26.SONG Chunjie,HE Zhitong,GUI Chenge, et al. Vehicle handling stability analysis based on PID and fuzzy logic control[J]. Energy conservation&environmental protection in transportation,2016,12(2):21-26.
- [14] KONG X,BA K X,YU B,et al. Force control compensation method with variable load stiffness and damping of the hydraulic drive unit force control system[J]. Chinese journal of mechanical engineering,2016,29(3):454-464.