شماره ركورد كنفرانس :
3712
عنوان مقاله :
Backstepping Control for a Single-Link Flexible-Joint Manipulator Using Firefly Algorithm
پديدآورندگان :
Sahab Alireza Engineering Faculty, Lahijan Branch Islamic Azad University, Lahijan, Guilan, Iran , Molana Amir Engineering Faculty, Ahar Branch Islamic Azad University, Ahar, East Azarbaijan, Iran
تعداد صفحه :
۱۳
كليدواژه :
Single , Link Flexible , Joint Manipulator , Lyapunov Function , Backstepping Method , Firefly Algorithm
سال انتشار :
۱۳۹۱
عنوان كنفرانس :
اولين همايش ملي كاربرد سيستم هاي هوشمند (محاسبات نرم) در علوم و صنايع
زبان مدرك :
انگليسي
چكيده فارسي :
Nowadays Flexible manipulators are extensively used in industries. In this paper, backstepping method (BM) is proposed for a single-link flexible mechanical manipulator. BM consists of parameters which accept positive values. Selections of the parameters are very important because the improper selection of the parameters lead to inappropriate responses or even may lead to instability of the system. In order to choose proper values firefly algorithms (FA) has been used in this work. FA can select appropriate and optimal values for the parameters. FA minimize the fitness function, so the optimal values for the parameters will be founded. Selected fitness function is defined to minimizing the least square error. Fitness function enforce the system error to decay to zero rapidly. Hence it causes the system to have a short and optimal setting time. Fitness function also makes an optimal controller and causes overshoot to reach to it’s minimum value.
كشور :
ايران
لينک به اين مدرک :
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