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Optimal design of dynamic and control performance for planar manipulator 被引量:6
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作者 YOU Wei KONG Min-xiu +1 位作者 SUN Li-ning DU Zhi-jiang 《Journal of Central South University》 SCIE EI CAS 2012年第1期108-116,共9页
A design and optimization approach of dynamic and control performance for a two-DOF planar manipulator was proposed.After the kinematic and dynamic analysis,several advantages of the mechanism were illustrated,which m... A design and optimization approach of dynamic and control performance for a two-DOF planar manipulator was proposed.After the kinematic and dynamic analysis,several advantages of the mechanism were illustrated,which made it possible to obtain good dynamic and control performances just through mechanism optimization.Based on the idea of design for control(DFC),a novel kind of multi-objective optimization model was proposed.There were three optimization objectives:the index of inertia,the index describing the dynamic coupling effects and the global condition number.Other indexes to characterize the designing requirements such as the velocity of end-effector,the workspace size,and the first mode natural frequency were regarded as the constraints.The cross-section area and length of the linkages were chosen as the design variables.NSGA-II algorithm was introduced to solve this complex multi-objective optimization problem.Additional criteria from engineering experience were incorporated into the selecting of final parameters among the obtained Pareto solution sets.Finally,experiments were performed to validate the linear dynamic structure and control performances of the optimized mechanisms.A new expression for measuring the dynamic coupling degree with clear physical meaning was proposed.The results show that the optimized mechanism has an approximate decoupled dynamics structure,and each active joint can be regarded as a linear SISO system.The control performances of the linear and nonlinear controllers were also compared.It can be concluded that the optimized mechanism can achieve good control performance only using a linear controller. 展开更多
关键词 mechanism optimization dynamic optimization design for control multi-objective optimization
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基于多领导粒子策略的DMPSO算法在冷轧液压APC系统中的应用 被引量:1
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作者 魏立新 王利平 +2 位作者 徐德树 林鹏 杨景明 《中国机械工程》 EI CAS CSCD 北大核心 2015年第23期3125-3129,共5页
冷轧液压伺服位置自动控制(APC)系统中,系统参数会随着运行时间发生改变,针对系统这一特性,提出了一种基于改进动态多目标粒子群(DMPSO)算法的PID控制器参数整定策略。当系统发生变化时,该策略利用动态多目标粒子群算法的寻优能力和对... 冷轧液压伺服位置自动控制(APC)系统中,系统参数会随着运行时间发生改变,针对系统这一特性,提出了一种基于改进动态多目标粒子群(DMPSO)算法的PID控制器参数整定策略。当系统发生变化时,该策略利用动态多目标粒子群算法的寻优能力和对环境变化的适应能力重新对PID参数进行整定和寻优。同时,针对算法存在的易于陷入局部最优和收敛速度较慢等缺陷,提出了一种基于多领导粒子策略的动态多目标粒子群算法。仿真结果表明:该控制系统对环境变化跟踪快,超调量小,调整时间短,性能明显优于传统PID控制。 展开更多
关键词 多领导粒子 动态多目标粒子群 APC 系统 PID 控制 dynamic multi-objective particle SWARM optimization(DMPSO)
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