杜 续,宋 康,谢 辉
AuthorsHTML:杜 续,宋 康,谢 辉
AuthorsListE:Du Xu,Song Kang,Xie Hui
AuthorsHTMLE:Du Xu,Song Kang,Xie Hui
Unit:天津大学机械工程学院,天津 300072
Unit_EngLish:School of Mechanical Engineering,Tianjin University,Tianjin 300072,China
Abstract_Chinese:无人碾压机是降低人工作业负担、改善碾压作业品质和效率的重要技术途径.但由于碾压机吨位高、转向 阻力大,且经常工作在复杂非结构路面上,常规车辆轨迹跟踪算法的能耗通常较高,影响了控制系统的电能平衡、 可靠性以及综合能效.为此,针对运行在水电大坝上的无人碾压机,提出了面向节能的串级抗扰轨迹跟踪算法,同 时研究了该算法对无人碾压机转向系统能耗的影响规律.首先,针对碾压机高吨位造成的转向速度慢、寻迹易超调 的问题,采用位置预瞄算法对转向系统进行提前控制,进而减少超调量,降低能耗.其次,针对车辆受路面起伏干 扰定位量测噪声大的问题,提出了车身姿态校正算法,通过测取无人碾压机前、后车身的横滚角对定位结果进行修 正,减少噪声干扰,降低能耗.最后,为定位中小幅度高频噪声的干扰,通过采用非线性误差反馈控制律控制,降 低方向盘在小距离误差带内的高频波动,实现转向系统节能.在水电大坝建设现场开展了实车试验,结果表明; ①采用优化的预瞄距离与无预瞄的标称控制器相比,可降低转向电机能量消耗 24.7%,使得轨迹跟踪精度稳定在 ±0.15 m;②采用姿态校正算法可以减少转向电机 29.2%的能量消耗,并将轨迹跟踪精度改善了 33.0%;③采用非线 性误差反馈控制律在距离误差无明显恶化(0.06 m 内)情况下,可降低转向电机能耗 31.8%.
Abstract_English:The unmanned roller is an important technique to reduce the burden of manual work and improve the quality and efficiency of rolling operation. However,because of the high tonnage,high steering resistance,and frequent working on complex unstructured road surfaces,the energy consumption of the conventional vehicles’path-following algorithms is usually high,which affects the power balance,reliability,and comprehensive energy efficiency of the control system. Hence,an energy-saving cascade disturbance rejection path-following algorithm is proposed for an unmanned roller running on a hydropower dam. At the same time,the influence of the algorithm on the energy consumption of the steering system of the unmanned roller is studied. First,a position preview algorithm is used to con\u0002trol the steering system in advance to reduce the overshoot caused by the heavy load and to reduce energy consumption. Second,a vehicle body attitude correction algorithm is proposed to resolve the problem of disturbances in the vehicle caused by road surface undulation. By measuring the roll angle of the front and rear body of the unmanned roller compactor,the positioning results are corrected to reduce the noise interference and energy consumption. Finally,to reduce the high-frequency fluctuation of the steering wheel in the small range error band,a nonlinear error feedback control law is used to save energy in the steering system. A real vehicle test was conducted at the hydropower dam’s construction site. The results show that:①Compared with the nominal controller without preview,the opti-mized preview distance can reduce the energy consumption of the steering motor by 24.7% and make the path following accuracy stable at ±0.15 m;②Using the attitude correction algorithm,the energy consumption of the steering motor can be reduced by 29.2% and the path-following accuracy can be improved by 33.0%;③Using nonlinear error feedback control law,the energy consumption of the steering motor can be reduced by 31.8% without the usual deterioration of distance error(within 0.06 m).
Keyword_Chinese:无人碾压机;轨迹跟踪;能耗优化控制;预瞄算法;姿态校正
Keywords_English:unmanned roller;path-following;energy consumption optimization control;preview algorithm; attitude correction
PDF全文下载地址:http://xbzrb.tju.edu.cn/#/digest?ArticleID=6667
删除或更新信息,请邮件至freekaoyan#163.com(#换成@)
无人碾压机轨迹跟踪算法及能耗规律研究
本站小编 Free考研考试/2022-01-16
相关话题/算法 轨迹
海上机动目标的天基观测体系的观测预判算法
伦伟成,李群,朱智,肖刚,张灿AuthorsHTML:伦伟成1,李群1,朱智1,肖刚2,张灿1AuthorsListE:LunWeicheng,LiQun,ZhuZhi,XiaoGang,ZhangCanAuthorsHTMLE:LunWeicheng1,LiQun1,ZhuZhi1,XiaoGan ...天津大学科研学术 本站小编 Free考研考试 2022-01-16基于稀疏贝叶斯-RNAMBO 算法的低剂量 CT 盲复原方法
刘晓培,滕建辅,费腾,孙云山AuthorsHTML:刘晓培1,2,滕建辅3,费腾2,孙云山2AuthorsListE:LiuXiaopei,TengJianfu,FeiTeng,SunYunshanAuthorsHTMLE:LiuXiaopei1,2,TengJianfu3,FeiTeng2,Sun ...天津大学科研学术 本站小编 Free考研考试 2022-01-16基于动态一致性算法的光伏-储能分布式协调电压控制
姜飞,林政阳,何桂雄,吴朝晖,范瑞祥AuthorsHTML:姜飞1,林政阳1,何桂雄2,吴朝晖3,范瑞祥3AuthorsListE:JiangFei,LinZhengyang,HeGuixiong,WuZhaohui,FanRuixiangAuthorsHTMLE:JiangFei1,LinZhen ...天津大学科研学术 本站小编 Free考研考试 2022-01-16一种基于MRF的快速图像修复算法\r\n\t\t
何凯,沈成南,刘坤,高圣楠AuthorsHTML:何凯,沈成南,刘坤,高圣楠AuthorsListE:HeKai,ShenChengnan,LiuKun,GaoShengnanAuthorsHTMLE:HeKai,ShenChengnan,LiuKun,Gao ...天津大学科研学术 本站小编 Free考研考试 2022-01-16基于单目视觉的高速并联机器人动态目标跟踪算法\r\n\t\t
梅江平,王浩,张舵,闫寒,李策AuthorsHTML:梅江平,王浩,张舵,闫寒,李策AuthorsListE:MeiJiangping,WangHao,ZhangDuo,YanHan,LiCeAuthorsHTMLE:MeiJiangping,WangHao, ...天津大学科研学术 本站小编 Free考研考试 2022-01-16基于级联卷积神经网络的服饰关键点定位算法\r\n\t\t
李锵,姚麟倩,关欣AuthorsHTML:李锵,姚麟倩,关欣AuthorsListE:LiQiang,YaoLinqian,GuanXinAuthorsHTMLE:LiQiang,YaoLinqian,GuanXinUnit:天津大学微电子学院,天 ...天津大学科研学术 本站小编 Free考研考试 2022-01-16一种基于YOLOv3 的汽车底部危险目标检测算法\r\n\t\t
高春艳,赵文辉,张明路,孟宪春AuthorsHTML:高春艳,赵文辉,张明路,孟宪春AuthorsListE:GaoChunyan,ZhaoWenhui,ZhangMinglu,MengXianchunAuthorsHTMLE:GaoChunyan,ZhaoW ...天津大学科研学术 本站小编 Free考研考试 2022-01-16基于改进的贝叶斯分类算法的断路器故障诊断\r\n\t\t
李永丽,吴玲玲,卢扬,孙广宇AuthorsHTML:李永丽,吴玲玲,卢扬,孙广宇AuthorsListE:LiYongli,WuLingling,LuYang,SunGuangyuAuthorsHTMLE:LiYongli,WuLingling,LuYang, ...天津大学科研学术 本站小编 Free考研考试 2022-01-16液相色谱-三重四极杆质谱定量分析算法\t\t
汪日燕1,刘海培1,孙传强1,韩文念2,贾明正2,蒋学慧1AuthorsHTML:汪日燕1,刘海培1,孙传强1,韩文念2,贾明正2,蒋学慧1AuthorsListE:WangYan1,LiuHaipei1,SunChuanqiang1,HanWennian2,JiaMingzheng2, ...天津大学科研学术 本站小编 Free考研考试 2022-01-16基于海流观测的欠驱动AUV 自适应反演滑模轨迹跟踪\r\n\t\t
刘丽萍,王红燕AuthorsHTML:刘丽萍,王红燕AuthorsListE:LiuLiping,WangHongyanAuthorsHTMLE:LiuLiping,WangHongyanUnit:天津大学电气自动化与信息工程学院,天津3000 ...天津大学科研学术 本站小编 Free考研考试 2022-01-16