Title :
A Study on the Comparison between Minimum Jerk and Minimum Energy of Dynamic Systems
Author :
Veeraklaew, Tawiwat ; Piromsopa, Ploypailin ; Chirungsarpsook, Kittipat ; Pattaravarangkur, Chaisith
Author_Institution :
Mech. Eng. Dept., Thammasat Univ., Pathumthani
Abstract :
Both the minimum energy consumption and smoothness, which is quantified as a function of jerk, are generally needed in many dynamic systems such as the automobile and the pick-and-place robot manipulator that handles fragile equipments. Nevertheless, many researchers come up with either solely concerning on the minimum energy consumption or minimum jerk trajectory. This research paper proposes a simple yet very interesting relationship between the minimum jerk and minimum energy approaches in designing the time-dependent system yielding an alternative optimal solution, which gives concurrent minimal energy consumption and smoothness. Extremal solutions for the cost functions of jerk and energy are found using the dynamic optimization methods together with the numerical approximation. This is to allow us to simulate and compare visually and statistically the time history of control inputs employed by minimum energy and minimum jerk designs. By considering minimum jerk problem, both end points boundary conditions of the control input can be assigned to the problem
Keywords :
approximation theory; boundary-value problems; control system synthesis; linear systems; minimisation; time-varying systems; boundary condition; dynamic optimization method; linear dynamic system; minimum energy consumption; minimum jerk problem; numerical approximation; time-dependent system design; Automobiles; Boundary conditions; Control systems; Cost function; Energy consumption; Manipulator dynamics; Mechanical engineering; Optimization methods; Robots; Vehicle dynamics;
Conference_Titel :
Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-7695-2504-0
DOI :
10.1109/CIMCA.2005.1631317