103C1 |
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An Approach to Determine Control Parameters of 2 Inrtia by using ITAE based GA |
AUTHORS |
Naohisa Fukuda, Yasuhiro Torigoe, Nobuhiro Kyura (Kinki University) |
ABSTRACT |
In many mechatronic servo systems which are used in industrial mechanical machine, such as machine control tools and industrial robot-arm, it is important to guaranty stability, quick response and a limited value of response-overshoot. An ordinary criterion of control performance could not satisfy its response-overshoot within a limited value. Traditional control strategies of 2nd order system do not satisfy the overshoot-limited of response. Because traditional control strategy only guaranty stability and quick response, so an arm tip response of robotic-arm has an overshoot. In this paper, we propose a new control criterion function which is a combination of ITAE (Integral of Time-multiplied by Absolute Error) and a criterion to measure an osilatoriness of response. Here, in this complex criterion function, it is difficult to determine optimal values of control system parameters. So we use a GA (Genetic Algorithm) to determine optimal values. We apply the combined criterion function as a fitness function of GA and determine the optimal values of control system of 2nd order mechatronic servo system. |
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Annual Conference 2002