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Research on the Coordinated Control of the Multi-point Array Support Force of Complex Structural Parts
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作者 Deli Zhang Yongchang Yang +2 位作者 Rupeng Li Zhe Liu Zheng Qin 《Journal of Harbin Institute of Technology(New Series)》 CAS 2024年第6期16-23,共8页
Multi-point array flexible tooling based on multilateration is widely used in the processing and manufacturing of complex curved surface parts. However, during the positioning of workpieces, the force exerted on each ... Multi-point array flexible tooling based on multilateration is widely used in the processing and manufacturing of complex curved surface parts. However, during the positioning of workpieces, the force exerted on each flexible support point is not uniform, and there exists force coupling between the support units. In response to the force coupling problem in the multi-point array positioning support process, a coordinated control method for the support force of multi-point array positioning combining correlation coefficient and regression analysis was proposed in this paper. The Spearman correlation coefficient was adopted in this method to study the force coupling correlation between positioning points, and a mathematical model of force coupling was established between positioning units through regression analysis, which can quickly and accurately perform coordinated control of the multilateration support system, and effectively improve the force interference of the multi-point array positioning support scene. 展开更多
关键词 coordinated control multipoint array support positioning adjustment flexible tooling force control
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Robotic compliant assembly for complex-shaped composite aircraft frame based on Gaussian process considering uncertainties
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作者 Yingke YANG Dongsheng LI +3 位作者 Yunong ZHAI Jie WANG Lei XUE Zhiyong YANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2024年第10期471-482,共12页
Robots are finding increasing application in aircraft composite structure assembly due to their flexibility and the growing demand of aircraft manufacturers for high production rates.The contact force of the composite... Robots are finding increasing application in aircraft composite structure assembly due to their flexibility and the growing demand of aircraft manufacturers for high production rates.The contact force of the composite frame in a robotic assembly of the aircraft composite fuselage panel can hardly be controlled due to the multi-surface variable contact stiffness caused by compliance and complex shape with multiple mating surfaces.The paper proposes a robotic assembly system for the aircraft composite fuselage frame with a compliant contact force control strategy using the Gaussian process surrogate model.First,a robotic assembly system is introduced,and the global coordinate system transformation model is built.Then,a compliant force control architecture is designed to generate the desired output force.Subsequently,a Gaussian process surrogate model with uncertainties is utilized to model the complicated relationship between the robot’s output force and the normal contact force acting on the mating surface of the composite frame.Furthermore,an optimal contact force control strategy is implemented to improve the contact quality.Finally,an experiment demonstrates that the proposed methodology can ensure that the contact force on each surface is within the limit of the engineering specification and uniformly distributed,improving the quality compared to the traditional assembly process. 展开更多
关键词 AIRCRAFT Composite structure assembly Multi-surface contact Compliant control Gaussian process Uncertainty
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An error analysis and optimization method for combined measurement with binocular vision 被引量:2
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作者 Yongkang LU Wei LIU +5 位作者 Yang ZHANG Junqing LI Weiqi LUO Yanze ZHANG Hongwen XINGb Lei ZHANG 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2021年第10期282-292,共11页
The accurate measurement of surfaces of large aviation components is vital for the assessment of manufacturing and assembly quality of such components.To satisfy the measurement requirement of large-size components,mo... The accurate measurement of surfaces of large aviation components is vital for the assessment of manufacturing and assembly quality of such components.To satisfy the measurement requirement of large-size components,most current researches pay more attention to combined measurement methods utilizing different measuring instruments,but the related researches on error analysis and optimization methods are not taken enough attention.This paper proposes a combined laser-assisted measurement method with feature enhancement techniques,and it also develops an error propagation model of the main factors affecting the overall measurement error in detail.Firstly,the surface of a large-size component is measured by the measurement system at multiple stations.Secondly,a control point coordinate system is established as a bridge to unify all local measurement data into the global coordinate system.To improve the overall measurement accuracy,the pixel extraction error as a key factor causing the overall measurement error is analyzed in detail.Next,the error propagation model is established,and some optimization strategies of layout for minimizing measurement error and transformation error are researched.Finally,experiments are carried out to verify the effectiveness of the proposed method.The results show that the measurement error of the proposed method reaches 0.073%and 0.14%with a 1 D standard ruler and a flat plate,respectively. 展开更多
关键词 Aviation assembly Combined measurement method Error propagation Large-size aviation component Overall optimization
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Collaborative force and shape control for large composite fuselage panels assembly 被引量:2
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作者 Zhanghao WANG Dongsheng LI +2 位作者 Liheng SHEN Yi SUI Yunong ZHAI 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第7期213-225,共13页
This study proposed a force and shape collaborative control method that combined method of influence coefficients(MIC)and the elitist nondominated sorting genetic algorithm(NSGA-II)to reduce the shape deviation caused... This study proposed a force and shape collaborative control method that combined method of influence coefficients(MIC)and the elitist nondominated sorting genetic algorithm(NSGA-II)to reduce the shape deviation caused by manufacturing errors,gravity deformation,and fixturing errors and improve the shape accuracy of the assembled large composite fuselage panel.This study used a multi-point flexible assembly system driven by hexapod parallel robots.The proposed method simultaneously considers the shape deviation and assembly load of the panel.First,a multi-point flexible assembly system driven by hexapod parallel robots was introduced,with the relevant variables defined in the control process.In addition,the corresponding mathematical model was constructed.Subsequently,MIC was used to establish the prediction models between the displacements of actuators and displacements of panel shape control points,deformation loads applied by the actuators.Following the modeling,the shape deviation of the panel and the assembly load were used as the optimization objectives,and the displacements of actuators were optimized using NSGA-II.Finally,a typical composite fuselage panel case study was considered to demonstrate the effectiveness of the proposed method. 展开更多
关键词 ASSEMBLY Collaborative force and shape control Composite panel Hexapod parallel robots Method of influence coefficients
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