Articles | Volume 13, issue 1
https://doi.org/10.5194/ms-13-123-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/ms-13-123-2022
© Author(s) 2022. This work is distributed under
the Creative Commons Attribution 4.0 License.
the Creative Commons Attribution 4.0 License.
Multi-objective optimization of a redundantly actuated parallel robot mechanism for special machining
College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao 266590, China
Shanghai Collaborative Innovation Center of Intelligent Manufacturing Robot Technology for Large Components, Shanghai University of Engineering Science, Shanghai 201620, China
Jianglong Tang
College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao 266590, China
Qing Gao
College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao 266590, China
Guohua Cui
Shanghai Collaborative Innovation Center of Intelligent Manufacturing Robot Technology for Large Components, Shanghai University of Engineering Science, Shanghai 201620, China
College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao 266590, China
Yan'an Yao
College of Mechanical and Electronic Engineering, Shandong University of Science and Technology, Qingdao 266590, China
School of Mechanical, Electronic and Control Engineering, Beijing Jiaotong University, Beijing 100044, China
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Mech. Sci., 13, 635–645, https://doi.org/10.5194/ms-13-635-2022, https://doi.org/10.5194/ms-13-635-2022, 2022
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To improve the stiffness performance of the parallel mechanism, this paper proposes a novel 3-DOF redundantly actuated 2RPU-2SPR parallel mechanism. What is more, the stiffness model of the parallel mechanism is deduced and the accuracy of the stiffness model is verified through finite-element analysis. Finally, the simulation experiment results demonstrate that the redundantly actuated parallel mechanism has better stiffness performance compared to a traditional 2RPU-SPR parallel mechanism.
Changtao Yan, Kan Shi, Haiqiang Zhang, and Yanan Yao
Mech. Sci., 13, 137–146, https://doi.org/10.5194/ms-13-137-2022, https://doi.org/10.5194/ms-13-137-2022, 2022
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Aiming at the complex control system of a quadruped robot, a leg structure of a quadruped robot was designed based on mechanism synthesis. The innovativeness of this robot is that it can achieve a special gait driven only by a single motor. Simulation and experimental analysis prove that the mechanism is reasonable, reliable and can meet the requirements of linear walking and climbing. The conclusions of this research will be useful for application in field of single actuated quadruped robots.
Kan Shi, Zongjia Wang, Changtao Yan, and Zhiwei Wang
Mech. Sci., 15, 417–430, https://doi.org/10.5194/ms-15-417-2024, https://doi.org/10.5194/ms-15-417-2024, 2024
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In order to lessen the impact on the team of rehabilitation practitioners and provide patients with a higher-quality rehabilitation process, an ankle rehabilitation robot based on a parallel mechanism is proposed. The feasibility of the ankle rehabilitation robot proposed in this paper is proven by analysis, which lays a foundation for future human–machine experiments. It can act as a reference for future research of the ankle rehabilitation mechanism.
Ruiming Li, Xianhong Zhang, Shuo Zhang, Ran Liu, and Yan-an Yao
Mech. Sci., 14, 387–398, https://doi.org/10.5194/ms-14-387-2023, https://doi.org/10.5194/ms-14-387-2023, 2023
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This paper deals with the construction of a novel family of multimode deployable mechanisms. By connecting many identical threefold-symmetric Bricard-like mechanisms, a multimode deployable arch is proposed for the first time, which can switch between the scissor-like deployable mode and the arch deformable mode through the transition configuration. Then, new multimode center-driven deployable mechanisms can be obtained by connecting three and six multimode deployable arches.
Shi-Wu Li, Kan Shi, Ming-Jie Wang, and Yan-An Yao
Mech. Sci., 13, 625–634, https://doi.org/10.5194/ms-13-625-2022, https://doi.org/10.5194/ms-13-625-2022, 2022
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China is one of the first countries that produced textiles in the world. It has designed and developed a variety of equipment to facilitate textile work. However, due to unclear descriptions in the records and illustrations, a variety of designs with different structures may have been produced. This paper briefly analyzes the structures of textile mechanisms and explores the degree of freedom of the mechanisms to find feasible designs in line with functional requirements.
Haiqiang Zhang, Jianglong Tang, Changtao Yan, Guohua Cui, Minghui Zhang, and Yan'an Yao
Mech. Sci., 13, 635–645, https://doi.org/10.5194/ms-13-635-2022, https://doi.org/10.5194/ms-13-635-2022, 2022
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To improve the stiffness performance of the parallel mechanism, this paper proposes a novel 3-DOF redundantly actuated 2RPU-2SPR parallel mechanism. What is more, the stiffness model of the parallel mechanism is deduced and the accuracy of the stiffness model is verified through finite-element analysis. Finally, the simulation experiment results demonstrate that the redundantly actuated parallel mechanism has better stiffness performance compared to a traditional 2RPU-SPR parallel mechanism.
Changtao Yan, Kan Shi, Haiqiang Zhang, and Yanan Yao
Mech. Sci., 13, 137–146, https://doi.org/10.5194/ms-13-137-2022, https://doi.org/10.5194/ms-13-137-2022, 2022
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Aiming at the complex control system of a quadruped robot, a leg structure of a quadruped robot was designed based on mechanism synthesis. The innovativeness of this robot is that it can achieve a special gait driven only by a single motor. Simulation and experimental analysis prove that the mechanism is reasonable, reliable and can meet the requirements of linear walking and climbing. The conclusions of this research will be useful for application in field of single actuated quadruped robots.
Kan Shi, Shuai Lin, and Yan'an Yao
Mech. Sci., 12, 165–172, https://doi.org/10.5194/ms-12-165-2021, https://doi.org/10.5194/ms-12-165-2021, 2021
Jie Dong, Kan Shi, Yang Zhang, Tenigeer, and Yan'An Yao
Mech. Sci., 11, 437–445, https://doi.org/10.5194/ms-11-437-2020, https://doi.org/10.5194/ms-11-437-2020, 2020
Kan Shi, Yan'an Yao, and Shuai Lin
Mech. Sci., 11, 251–256, https://doi.org/10.5194/ms-11-251-2020, https://doi.org/10.5194/ms-11-251-2020, 2020
Related subject area
Subject: Mechanisms and Robotics | Techniques and Approaches: Optimization
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Topology optimization for thermal structures considering design-dependent convection boundaries based on the bidirectional evolutionary structural optimization method
Parameter optimization of a pure electric sweeper dust port by a backpropagation neural network combined with a whale algorithm
Structural design of multi-body heave wave energy conversion system and analysis of energy efficiency of floating body on water surface
Evolutionary multi-objective trajectory optimization for a redundant robot in Cartesian space considering obstacle avoidance
Bionic design and analysis of a multi-posture wheelchair
Design and motion analysis of a small motor stator multi-wire paralleled winding hybrid robot
Structure optimization design of a thin-film diffraction imaging system based on the Kriging model and the improved particle swarm optimization algorithm
Study on compliant actuator based on compliance features of flexible hinges
Scheme optimization for a turbine blade under multiple working conditions based on the entropy weight vague set
Topology optimization design of a lightweight integrated manifold with low pressure loss in a hydraulic quadruped robot actuator
Spatial cellular robot in orbital truss collision-free path planning
Review article: Performance measures of parallel kinematics manipulators
Multi-objective optimization of a type of ellipse-parabola shaped superelastic flexure hinge
Successive dynamic programming and subsequent spline optimization for smooth time optimal robot path tracking
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Sen Wang, Xueyan Han, Haoran Li, Hongyu Xu, and Shihua Li
Mech. Sci., 15, 111–121, https://doi.org/10.5194/ms-15-111-2024, https://doi.org/10.5194/ms-15-111-2024, 2024
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In order to meet the need for high accuracy in road spectrum reproduction of vehicle durability tests, this paper is based on analysis of factors affecting the accuracy of a test platform. The large load capacity and fully decoupled mechanism proposed in the research work of this paper can improve the road spectrum reproduction accuracy of the vehicle durability test platform and has good application prospects in the field of vehicle durability tests.
Chao Yang, Peijiao Li, Yang Wang, Wei Ye, Tianze Sun, Fengli Huang, and Hui Zhang
Mech. Sci., 14, 361–370, https://doi.org/10.5194/ms-14-361-2023, https://doi.org/10.5194/ms-14-361-2023, 2023
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The main contribution of this work is to propose a multi-objective optimization design method in terms of factor analysis, a back-propagation (BP) neural network, principal component analysis (PCA), and a particle swarm optimization (PSO) algorithm to achieve optimal comprehensive performance of a mechanism. The computational cost of the proposed approach was reduced by 96.95 % compared with the PSO algorithm, and the comprehensive performance increased by 118.92 %.
Yanding Guo, Dong Wei, Tieqiang Gang, Xining Lai, Xiaofeng Yang, Guangming Xiao, and Lijie Chen
Mech. Sci., 14, 223–235, https://doi.org/10.5194/ms-14-223-2023, https://doi.org/10.5194/ms-14-223-2023, 2023
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This research provides a topology optimization method for thermal structures considering design-dependent convection boundaries. The effectiveness of the proposed method is illustrated using cases with reasonable configurations under complex thermal boundary conditions.
Jiabao Pan, Jin Ye, Hejin Ai, Jiamei Wang, and You Wan
Mech. Sci., 14, 47–60, https://doi.org/10.5194/ms-14-47-2023, https://doi.org/10.5194/ms-14-47-2023, 2023
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Optimizing the structure of the dust extraction port is the key to effectively improving the operational performance of the sweeper. CFD methods are used to analyze the influence of parameters on the sweeping effect in combination with a gas–solid two-phase flow model. The data set is established with the help of orthogonal test methods, and a BP neural network is used to fit the structural parameters and evaluation indexes.
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Due to the defects of the internal structure and energy supply carrier, conventional deep sea unoccupied marine equipment cannot meet the requirements of low power consumption. The energy efficiency characteristics of floating bodies with different shapes were simulated, and the amplitude response operator (RAO), radiation damping, added mass and Froude–Krylov force of floating bodies with different shapes were compared.
Yong Liu, Xiang Li, Peiyang Jiang, Zhe Du, Zhe Wu, Boxi Sun, and Xinyan Huang
Mech. Sci., 13, 41–53, https://doi.org/10.5194/ms-13-41-2022, https://doi.org/10.5194/ms-13-41-2022, 2022
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First, we calculated the trajectory of the end effector of manipulator. This trajectory enables the end effector to reach the desired pose. At the same time, collision detection algorithm was employed to calculate the distance between each link of the manipulator and obstacle. We utilized the multi-objective particle swarm optimization algorithm to optimize the trajectory to minimize joint motor energy consumption and reduce joint velocity and joint impact during the movement of the manipulator.
Qiaoling Meng, Mingpeng Jiang, Zongqi Jiao, and Hongliu Yu
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This paper proposes a bionic, multi-posture wheelchair, based on the proposed human–wheelchair coupling model, according to the movement characteristics and requirements. The two key factors in designing the multi-posture wheelchair, the consistency of the motion center and the compensation of the shifting center of gravity, are analyzed in this paper. The novel multi-posture wheelchair can implement the sit-to-lie and sit-to-stand transformations with a maximum slipping distance of 10.5 mm.
Yanling Zhao, Enwen Zhou, Jingwei Zhang, Chunya Wu, and Chuang Yang
Mech. Sci., 12, 1005–1016, https://doi.org/10.5194/ms-12-1005-2021, https://doi.org/10.5194/ms-12-1005-2021, 2021
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Small motor stator winding at the same time is difficult to guarantee the uniform arrangement of enameled wire. This paper proposes a three-phase parallel equivalent multi-wire winding robot. The manipulator structure is designed, and the joint motion planning simulation is carried out to verify the feasibility of the multi-wire parallel winding hybrid robot. The research results of this paper provide a theoretical reference for multi-wire parallel winding equipment control.
Yitian Wang, Liu Zhang, Huanyu Zhao, and Fan Zhang
Mech. Sci., 12, 875–889, https://doi.org/10.5194/ms-12-875-2021, https://doi.org/10.5194/ms-12-875-2021, 2021
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This paper aims to investigate the problem of the complex structure optimization of a thin-film diffraction imaging system. A method based on the Kriging model and the improved particle swarm algorithm is proposed to optimize the structure of the thin-film diffraction imaging system. After optimization, the flexible vibration of the improved thin-film diffraction imaging system is effectively suppressed, and the stiffness and stability of the supporting structure are significantly improved.
Qian Lu, Chengyang Wang, Kaikai Zhang, and Hong Gao
Mech. Sci., 12, 837–846, https://doi.org/10.5194/ms-12-837-2021, https://doi.org/10.5194/ms-12-837-2021, 2021
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In this paper, a new parameter, the compliance ratio λ, which could reflect the sensitivity of the main form of the flexible hinge's output displacement, is proposed and discussed in detail. The optimization of the compliant actuator is carried out analyzing the compliance features of different types of flexible hinges. Finally, an actual precision linear position platform will be taken as an example, to prove the key performance of the compliant actuator is much better.
Guodong Yi, Huifang Zhou, Yang Wang, Jingli Wu, and Jundi Wu
Mech. Sci., 12, 615–624, https://doi.org/10.5194/ms-12-615-2021, https://doi.org/10.5194/ms-12-615-2021, 2021
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The deformation of blades under complex loads of multiple working conditions reduces the energy conversion efficiency. To reduce the deviation of the blade shape in practical working conditions, a combination and optimization method of blade design schemes under multiple working conditions, based on the entropy weight vague sets, is proposed. The results show that the proposed design scheme has a smaller blade shape deviation than the traditional design scheme under multiple working conditions.
Hsinpu Huang, Junhui Zhang, Bing Xu, Gan Liu, Qingyou Luo, and Ximeng Wang
Mech. Sci., 12, 249–257, https://doi.org/10.5194/ms-12-249-2021, https://doi.org/10.5194/ms-12-249-2021, 2021
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Robots are a hot topic of research nowadays. Making robot action more accurate and faster is the direction of scholars' efforts. Based on the hydraulic quadruped robot designed by the State Key Laboratory of Fluid Power & Mechatronic System, Zhejiang University, this article discusses the lightweight design for manifold mounted on the hydraulic actuator. Through topology optimization and channel optimization, the part is lighter and the drag loss is less.
Ye Dai, Zhaoxu Liu, Yunshan Qi, Hanbo Zhang, Bindi You, and Yufei Gao
Mech. Sci., 11, 233–250, https://doi.org/10.5194/ms-11-233-2020, https://doi.org/10.5194/ms-11-233-2020, 2020
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Aiming at the problem of moving path planning of a cellular robot on trusses in space station, a triangular prism truss is taken as the research object, and an optimized ant colony algorithm incorporating a gravitational search algorithm is proposed. The simulation results show that the path and planning time of the cellular robot can be effectively reduced when choosing truss path.
Abdur Rosyid, Bashar El-Khasawneh, and Anas Alazzam
Mech. Sci., 11, 49–73, https://doi.org/10.5194/ms-11-49-2020, https://doi.org/10.5194/ms-11-49-2020, 2020
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This extensive review paper, which involves 204 papers, discusses comprehensively a number of performance indices that are instrumental in the design of parallel kinematics manipulators. These indices measure the workspace as well as its quality including the distance to singularity, dexterity, manipulability, force transmission, accuracy, stiffness, and dynamic performance. This paper would benefit designers, practitioners and researchers in better understanding parallel manipulators.
Zhijiang Du, Miao Yang, and Wei Dong
Mech. Sci., 7, 127–134, https://doi.org/10.5194/ms-7-127-2016, https://doi.org/10.5194/ms-7-127-2016, 2016
M. Oberherber, H. Gattringer, and A. Müller
Mech. Sci., 6, 245–254, https://doi.org/10.5194/ms-6-245-2015, https://doi.org/10.5194/ms-6-245-2015, 2015
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The time optimal path following problem for industrial robots regards the problem of generating trajectories that follow predefined end-effector paths in shortest time possible, taking into account kinematic and dynamic constraints. This paper proposes an approach to deal with arbitrary long geometric paths. Further a method is presented to achieve suitable smooth trajectories for an implementation on a real robot, in an easy way.
L. Cao, A. Dolovich, and W. J. Zhang
Mech. Sci., 4, 357–369, https://doi.org/10.5194/ms-4-357-2013, https://doi.org/10.5194/ms-4-357-2013, 2013
A. Eskandari and P. R. Ouyang
Mech. Sci., 4, 303–310, https://doi.org/10.5194/ms-4-303-2013, https://doi.org/10.5194/ms-4-303-2013, 2013
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Short summary
Compared with the two traditional intelligent optimization algorithms, the results show that the particle swarm optimization configuration algorithm, based on an improved orthogonal experiment design, has a better optimization effect, and the results are improved to a certain extent. The evaluation indexes of a multi-objective optimization design are often contradictory. The designer needs to compromise and select an appropriate parameter design value.
Compared with the two traditional intelligent optimization algorithms, the results show that the...
Special issue