Title :
Real-time control of free-standing cart-mounted inverted pendulum using LabVIEW RT
Author :
Mrad, Fouad ; El-Hassan, Nabil ; Mahmoud, S.E.-H. ; Alawieh, Basel ; Adlouni, Fadi
Author_Institution :
Dept. of Electr. & Comput. Eng., American Univ. of Beirut, Lebanon
Abstract :
Today´s intelligent control theory is well developed to provide a genuine design technique for tackling practical control systems. Moreover, fast and powerful computers, as well as reliable and implementable software packages such as LabVIEW, has considerably reduced the computational hinderances for designing, simulating and implementing sophisticated controllers. This paper presents the implementation of an adaptive neuro-fuzzy logic control of a free-standing cart-mounted inverted pendulum using LabVIEW RT. LabVIEW Real Time (RT) is the reliable stand-alone hardware control processor and Windows independent software. The proposed algorithm shows high capabilities in learning. We show that this algorithm can be effectively applied to fast regulation of the new proposed inverted pendulum setup subjected to large disturbances or uncertainties. The experimental implementation of the algorithm on the freestanding cart-mounted inverted pendulum evaluates the effectiveness and results of the proposed algorithm and its comparative results with similar intelligent adaptive intelligent controllers
Keywords :
adaptive control; fuzzy control; fuzzy neural nets; intelligent control; neurocontrollers; pendulums; real-time systems; LabVIEW RT; LabVIEW Real Time; Windows independent software; adaptive intelligent controllers; adaptive neuro-fuzzy logic control; fast regulation; free-standing cart-mounted inverted pendulum; intelligent control; real-time control; stand-alone hardware control processor; Adaptive control; Computational modeling; Computer simulation; Control systems; Hardware; Intelligent control; Power system reliability; Programmable control; Pulse inverters; Software packages;
Conference_Titel :
Industry Applications Conference, 2000. Conference Record of the 2000 IEEE
Conference_Location :
Rome
Print_ISBN :
0-7803-6401-5
DOI :
10.1109/IAS.2000.882050