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A study on the effect of cargo rotation on three-way forklift lateral stability and control strategy

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货物旋转对三向叉车横向稳定性影响 及控制策略研究

Journal Information

J. Hefei Univ. Tech. (Nat. Sci.), Jun.2023, Vol.46 No.6: 780-787

DOI: 10.3969/j.issn.1003-5060.2023.06.010

Authors

YANG Peng $ ^{1} $, XIAO Benxian $ ^{1} $, NI Youyuan $ ^{1} $, FANG Zijian $ ^{2} $, XIAO Xianqiang $ ^{1,3} $

(1, School of Electrical Engineering and Automation, Hefei University of Technology, Hefei 230009, China; 2, Hefei Banyakong Technology Development Co., Ltd., Hefei 230012, China; 3, Hefei Yiheng Intelligent Robot Co., Ltd., Hefei 230009, China)

Abstract and Keywords

Abstract: This paper considers that when a three-way forklift is loading and running, its fork drives the rotation of the cargo and causes the change of the synthetic center of gravity of the vehicle, and then proposes a model of the lateral stability of the forklift that considers the rotation of the cargo. In view of the problem of insufficient lateral stability caused by the change of the synthetic center of gravity of the three-way forklift, the linear quadratic regulator (LQR) optimal control method is used on the basis of the established forklift model, and the particle swarm optimization based on beetle antennae search (BAS-PSO) is proposed to optimize the LQR state matrix weighting coefficient, and then design the LQR steering controller. The LQR steering controller optimized by BAS-PSO realizes the fast follow of the ideal yaw angular velocity and the ideal centroid side declination angle. The simulation analysis is carried out under the condition of double-shift line and lane change, and it is verified that the above-mentioned control strategy can effectively suppress the offset of the centroid side declination angle, and better track the ideal yaw angular velocity in real time. The lateral stability of the three-way forklift is significantly improved when its fork is loaded with goods for rotating operations.

Keywords: three-way forklift; cargo rotation; linear quadratic regulator(LQR); particle swarm optimization based on beetle antennae search(BAS-PSO); lateral stability

作者信息

杨鹏 $ ^{1} $，肖本贤 $ ^{1} $，倪有源 $ ^{1} $，方紫剑 $ ^{2} $，肖献强 $ ^{1,3} $

（1. 合肥工业大学 电气与自动化工程学院，安徽 合肥 230009；2. 合肥搬易通科技发展有限公司，安徽 合肥 230012；3. 合肥壹恒智能机器人有限公司，安徽 合肥 230009）

摘要和关键词

摘要: 文章考虑了三向叉车在装载货物运行的情况下，其货叉带动货物旋转引起整车的合成重心变化，进而提出一种考虑货物旋转情况的叉车横向稳定性模型。针对三向叉车的合成重心变化导致其横向稳定性不足的问题，首先在该文建立的叉车模型基础上运用线性二次型调节器（linear quadratic regulator，LQR）最优控制法，提出一种基于天牛须搜索的粒子群算法（particle swarm optimization based on beetle antennae search，BAS-PSO）来优化LQR状态矩阵加权系数的方法，进而设计LQR转向控制器；然后基于BAS-PSO优化的LQR转向控制器实现对理想横摆角速度和理想质心侧偏角的快速跟随；最后在双移线换道工况下进行仿真分析，验证了上述控制策略能有效抑制质心侧偏角的偏移，更好地实时跟踪理想横摆角速度，三向叉车在其货叉装载货物进行旋转操作时的横向稳定性得到了明显改善。

关键词: 三向叉车；货物旋转；线性二次型调节器（LQR）；天牛须搜索的粒子群算法（BAS-PSO）；横向稳定性 中图分类号：TP273.1 文献标志码：A 文章编号：1003-5060（2023）06-0780-08

Funding

国家自然科学基金重点资助项目（51637004）

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