Optimal Path Planning and Task Adjustment for Cooperative Flexible Manipulators
نویسنده
چکیده
Accuracy and energy consumption are key aspects to be considered when using serial manipulators in industrial environment. Affordable operational and maintenance costs are very important issues for automated processes. However, high performance robots also require increasing precision when performing sophisticated tasks. In this paper a method for optimal path planning and task adjustment of cooperative flexible manipulators is presented. The trajectory of two manipulators while manipulating a single object in a collaborative task and the object placement are written as an optimization problem. End-effector positioning and torque requirements are considered together in an optimal control formulation, aiming at improving accuracy and energy consumption during the path planning. The flexibility effects of manipulators working in a vertical workspace are taken into account, and joint limits are considered in a box-constrained objective function, to ensure the movement feasibility at the optimal configuration. Simulation results demonstrate the viability of the proposed methodology.
منابع مشابه
Planning and Control of Two-Link Rigid Flexible Manipulators in Dynamic Object Manipulation Missions
This research focuses on proposing an optimal trajectory planning and control method of two link rigid-flexible manipulators (TLRFM) for Dynamic Object Manipulation (DOM) missions. For the first time, achievement of DOM task using a rotating one flexible link robot was taken into account in [20]. The authors do not aim to contribute on either trajectory tracking or vibration control of the End-...
متن کاملInverse Kinematics Resolution of Redundant Cooperative Manipulators Using Optimal Control Theory
The optimal path planning of cooperative manipulators is studied in the present research. Optimal Control Theory is employed to calculate the optimal path of each joint choosing an appropriate index of the system to be minimized and taking the kinematics equations as the constraints. The formulation has been derived using Pontryagin Minimum Principle and results in a Two Point Boundary Value Pr...
متن کاملInverse Kinematics Resolution of Redundant Cooperative Manipulators Using Optimal Control Theory
The optimal path planning of cooperative manipulators is studied in the present research. Optimal Control Theory is employed to calculate the optimal path of each joint choosing an appropriate index of the system to be minimized and taking the kinematics equations as the constraints. The formulation has been derived using Pontryagin Minimum Principle and results in a Two Point Boundary Value Pr...
متن کاملDynamic Load Carrying Capacity of Flexible Manipulators Using Finite Element Method and Pontryagin’s Minimum Principle
In this paper, finding Dynamic Load Carrying Capacity (DLCC) of flexible link manipulators in point to-point motion was formulated as an optimal control problem. The finite element method was employed for modelling and deriving the dynamic equations of the system. The study employed indirect solution of optimal control for system motion planning. Due to offline nature of the method, many diffic...
متن کاملNear-Minimum-Time Motion Planning of Manipulators along Specified Path
The large amount of computation necessary for obtaining time optimal solution for moving a manipulator on specified path has made it impossible to introduce an on line time optimal control algorithm. Most of this computational burden is due to calculation of switching points. In this paper a learning algorithm is proposed for finding the switching points. The method, which can be used for both ...
متن کامل