• 제목/요약/키워드: Joint Constraints

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Optimal Trajectory Control for Robot Manipulator Using Evolutionary Algorithm (진화알고리즘을 이용한 로봇 매니퓰레이터 궤적제어 최적화)

  • Kim, Kee-Whan;Park, Jin-Hyun;Choi, Young-Kiu
    • Proceedings of the KIEE Conference
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    • 1996.07b
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    • pp.1212-1215
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    • 1996
  • As usual systems, robot manipulators have also physical constraints for operating. It is a difficult problem that we operate manipulator in the minimal time under these constraints. In this pater, we solve this problem dividing it into two steps. In the first step, we find the minimal time trajectories by optimizing qubic polynomial joint trajectories using evolutionary algorithms. In the second step, we optimize controller for robot manipulator to track precisely trajectories optimized in the previous step.

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Smooth Trajectory Generation Method Using Quadratic Programming Method (이차 계획법을 활용한 부드러운 궤적 생성 방법)

  • Sung, Minchang;Choi, Youngjin
    • The Journal of Korea Robotics Society
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    • v.17 no.3
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    • pp.303-307
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    • 2022
  • This paper proposes a method that can generate a smooth trajectory from the discontinuous trajectory in kinematic, dynamic, and task-space trajectory constraints. The problem is defined as the minimization of kinetic energy, and then the simulation is performed by using the MATLAB. Kinematic and inverse kinematic equations are derived for the simulation of the 6-DOF robotic arm. The simulation results showed that the trajectory of each joint is generated while satisfying the constraints without any discontinuity. There are small errors in the Cartesian trajectory, but unnecessary deceleration and acceleration can be eliminated. In addition, it is possible to quickly switch between the robotic tasks by applying the proposed method.

Model-independent constraints on the light-curve parameters and reconstructions of the expansion history from Type Ia supernovae

  • Koo, Hanwool;Shafieloo, Arman;Keeley, Ryan;L'Huillier, Benjamin
    • The Bulletin of The Korean Astronomical Society
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    • v.44 no.2
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    • pp.54.1-54.1
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    • 2019
  • We use iterative smoothing reconstruction method along with exploring in the parameter space of the light curves of the JLA supernova compilation (Joint Light-curve Analysis) to simultaneously reconstruct the expansion history of the universe as well as putting constrains on the light curve parameters without assuming any cosmological model. Our constraints on the light curve parameters of the JLA from our model-independent analysis seems to be closely in agreement with results assuming ΛCDM cosmology or using Chevallier-Polarski-Linder (CPL) parametrization for the equation of state of dark energy. This implies that there is no hidden significant feature in the data that could be neglected by cosmology model assumption. The reconstructed expansion history of the universe and properties of dark energy seems to be in good agreement with expectations of the standard ΛCDM model. Our results also indicate that the data allows a considerable flexibility for expansion history of the universe.

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Testing LCDM with eBOSS / SDSS

  • Keeley, Ryan E.;Shafieloo, Arman;Zhao, Gong-bo;Koo, Hanwool
    • The Bulletin of The Korean Astronomical Society
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    • v.46 no.1
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    • pp.47.3-47.3
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    • 2021
  • In this talk I will review recent progress that the SDSS-IV / eBOSS collaboration has made in constraining cosmology from the clustering of galaxies, quasars and the Lyman-alpha forest. The SDSS-IV / eBOSS collaboration has measured the baryon acoustic oscillation (BAO) and redshift space distortion (RSD) features in the correlation function in redshift bins from z~0.15 to z~2.33. These features constitute measurements of angular diameter distances, Hubble distances, and growth rate measurements. A number of consistency tests have been performed between the BAO and RSD datasets and additional cosmological datasets such as the Planck cosmic microwave background constraints, the Pantheon Type Ia supernova compilation, and the weak lensing results from the Dark Energy Survey. Taken together, these joint constraints all point to a broad consistency with the standard model of cosmology LCDM + GR, though they remain in tension with local measurements of the Hubble parameter.

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Optimum topology design of geometrically nonlinear suspended domes using ECBO

  • Kaveh, A.;Rezaei, M.
    • Structural Engineering and Mechanics
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    • v.56 no.4
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    • pp.667-694
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    • 2015
  • The suspended dome system is a new structural form that has become popular in the construction of long-span roof structures. Suspended dome is a kind of new pre-stressed space grid structure that has complex mechanical characteristics. In this paper, an optimum topology design algorithm is performed using the enhanced colliding bodies optimization (ECBO) method. The length of the strut, the cable initial strain, the cross-sectional area of the cables and the cross-sectional size of steel elements are adopted as design variables and the minimum volume of each dome is taken as the objective function. The topology optimization on lamella dome is performed by considering the type of the joint connections to determine the optimum number of rings, the optimum number of joints in each ring, the optimum height of crown and tubular sections of these domes. A simple procedure is provided to determine the configuration of the dome. This procedure includes calculating the joint coordinates and steel elements and cables constructions. The design constraints are implemented according to the provision of LRFD-AISC (Load and Resistance Factor Design-American Institute of Steel Constitution). This paper explores the efficiency of lamella dome with pin-joint and rigid-joint connections and compares them to investigate the performance of these domes under wind (according to the ASCE 7-05), dead and snow loading conditions. Then, a suspended dome with pin-joint single-layer reticulated shell and a suspended dome with rigid-joint single-layer reticulated shell are discussed. Optimization is performed via ECBO algorithm to demonstrate the effectiveness and robustness of the ECBO in creating optimal design for suspended domes.

Evaluation of dynamical performance of 3 dimensional multi-arm robot (3차원 다중 로봇의 동적 성능 평가)

  • 김기갑;김충영
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.756-759
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    • 1997
  • Multi-arm cooperation robot system is required for more specific and dextrous jobs such as transferring very large or heavy objects, or grasping work piece while processing on it. There is little research on 3-dimensional multi-arm robot. Here we propose two performance indices presenting isotropy of end-effector's acceleration and velocity capabilities with constraints of joint torques, that is Isotropic Acceleration Radius [IAR] and Isotropic Velocity Radius [IVRI. Also the procedure to find 3-dimensional IAR, IVR is proposed, where available acceleration set concept is used. The case of 3-dimensional two 3 joint robot system was simulated and the distributions of IAR, IVR was studied.

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Analysis of dynamic manipulability for multiple cooperating robot system based on matrix decomposition (행렬 Decomposition 방법에 기초한 다중협동 로봇의 동적 조작도 해석)

  • 이지홍;조복기
    • Proceedings of the IEEK Conference
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    • 2003.07c
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    • pp.2705-2708
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    • 2003
  • In this paper, we propose a method that applies matrix decomposition technique to the connection of actuator capabilities of each robot to object acceleration limits for multiple cooperative robot systems. The robot systems under consideration are composed of several robot manipulators and each robot contacts a single object to carry the object while satisfying the constraints described in kinematics as well as dynamics. By manipulating kinematic and dynamic equations of both robots and objects, we at first derive a matrix relating joint torques with object acceleration, manipulate the null space of the matrix, and then we decompose the matrix into three parts representing indeterminancy, connectivity, and redundancy. With the decomposed matrix we derive the boundaries of object accelerations from given joint actuators. To show the validity of the proposed method some examples are given in which the results can be expected by intuitive observation.

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Joint replenishment problem with resource constraints (제약식을 고려한 다품목 일괄주문모형에 관한 연구)

  • Cha, Byeong-Cheol;Mun, Il-Gyeong
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2004.05a
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    • pp.429-432
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    • 2004
  • 다수의 품목을 개별적으로 주문하기 보다는 묶어서 한꺼번에 주문하는 경우 수송비용과 주문비용을 줄일 수 있으며, 같은 공급자에게서 구매하는 경우에는 가격할인까지 기대할 수 있다. 이와 같이 하나의 공급자들 통해 다수의 품목을 구매하는 경우에 대한 최적의 구매전략을 다룬 문제가 다품목 일괄 주문모형으로 Joint Replenishment Problem(JRP)으로 잘 알려져 있으며 지난 수십 여년간 많은 연구가 이루어진 생산재고관리 영역의 문제들과는 달리 일반적인 JRP를 해결하기 위한 발견적 기법들에 대한 연구는 수없이 많은 반면 JRP를 현실적으로 확장한 연구는 국내외적으로 전무한 형편이다. 본 연구에서는 일반적인 JRP를 제약식을 고려한 문제로 확장하여 유전자 알고리즘을 이용한 해법을 개발하고 이 문제의 확장 가능성에 대해 소개하고자 한다.

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Configuration Control of a Redundant Manipulator Optimizing Stiffness and Joint Torque

  • Jin, Jaehyun;Ahn, Sungho;Jung, Jaehoo;Yoon, Jisup
    • 제어로봇시스템학회:학술대회논문집
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    • 2002.10a
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    • pp.104.5-104
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    • 2002
  • In this paper, we focus on a configuration control method of a redundant manipulator. The configuration of a redundant manipulator has been determined by geometry constraints and additional conditions, such as obstacle avoidance and dexterity optimization. This paper also utilizes optimization, and the additional condition (or performance index) to be optimized is stiffness of the end-effector and joints' torque. Stiffness and torque may be a natural attribute to be controlled during working and those vary as manipulator configuration does. So the optimal configuration from the viewpoint of stiffness and joint torque is studied. If the servo control mechanism of the joints Is assumed to be a...

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Collision-free trajectory planning for dual robot arms

  • Chong, Nak-Young;Choi, Dong-Hoon;Suh, Il-Hong
    • 제어로봇시스템학회:학술대회논문집
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    • 1988.10b
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    • pp.951-957
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    • 1988
  • A collision-free trajectory planning algorithm is proposed to optimally coordinate two robots working in a common 3-D workspace. Each link of the two robots is modeled as a line segment and by their motion priority, one of the two robots is chosen as the master and the other the slave. And the one-step-ahead minimum distance between the two robots is computed by moving the master to the next location on its specified trajectory. Then the nominal trajectory of the slave is modified such that the distance between the next locations of the master and the slave must be larger than a prespecified allowable minimum distance. Here the weighted sum of the trajectory error and the joint motions of the slave is minimized by using the linear programming technique under the constraints that joint angle and velocity limits are not violated. To show the validity of the proposed algorithm, a numerical example is illustrated by employing a two dof's and a three dof's planar robots.

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