工业龙门起重机模型“3D起重机”的智能控制

Q2 Engineering
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引用次数: 0

摘要

三维起重机是工业中应用广泛的工业门式起重机的实验室模型。本文建立了三维起重机的动态模型,并将两种人工智能技术综合应用于该模型:模糊逻辑控制(FLC)和自适应神经模糊推理系统(ANFIS);控制的目的是最小的摆动角度与连续的参考轨迹在三个轴。对所实现控制的外部干扰进行了鲁棒性检验。讨论了应用技术的效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Intelligent Control of industrial gantry crane model "3D Crane"
3D Crane represent Laboratory model of industrial gantry cranes which are widely used in industry. In this work, a dynamic model of 3D Crane is presented and tow artificial intelligence techniques were synthetized and applied to the model : Fuzzy Logic Control (FLC) and Adaptive Neural Fuzzy Inference System (ANFIS); the purpose of the control is the minimization of swing angles with continued reference trajectory in the three axes. A robustness test against external disturbance of the implemented controls was also apply. The results of the applied techniques are discussed.
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