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Exercise 2.3(Inverted Pendulum: Gaussian Membership Functions): Suppose that for the inverted pendulum example, we use Gaussian membership functions as defined in Table 2. 4 on page 53 rather than the triangular membership functions. To do this, use the same center values as we had for the triangular membership functions, use the\left\and\right\membership functions shown in Table 2. 4 for the outer edges of the input
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Questions: Why do we select fuzzy controllers in many real-world- systems? How much of the success can be attributed to the use of the mathematical model and conventional control design approach? How much should be attributed to the clever heuristic tuning that the control engineer uses upon implementation?
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Fuzzy control does not exist as an isolated topic devoid of relationships to other fields, and it is important to understand how it relates to these other fields in order to strengthen your understanding of it. We have emphasized that fuzzy control has its foundations in conventional control and that there are many relationships to techniques, ideas, and methodologi there. Fuzzy control is also an\intelligent control\technique
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Abstract-This paper is concerned with the application neural-network based, closed-loop control can be found [12 of quadratic optimization for motion control to feedback For indirect or identification-based, robotic-system control, sev control of robotic systems using cerebellar model arithmetic eral neural network and learning schemes c can be found in the lit
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介绍了多机架与多种AGC控制功能的智能化协调控制,AGC调节过程中参数智能化修正以及监控AGC中模糊控制方法,并给出了实际控制效果和结论
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基于数值模拟和人工神经网络模型以及对智能控制工艺过程的适当简化,为拉伸样模型的注射过程建立了一套智能化控制仿真系统.研究表明,该系统能够根据样品对性能的要求(如密度分布),自动进行注射工艺参数的优化.采用优化后的注射工艺参数重新进行注射过程模拟计算后,发现注射坯密度分布的均匀性较调整前有显著提高,基本符合预期的密度要求,证明智能化控制仿真系统可行
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介绍一类智能模糊控制算法及其在电加热炉中的应用。实时控制结果表明:它比一般PID控制算法具有超调小,响应快和精度高的特点
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介绍了电炉炼钢过程电极升降智能复合控制原理和方法。在熔化期采用Bang-Bang控制,在氧化期采用模糊控制,在还原期采用PLD控制,这三者协调采用智能操作。实验结果表明:它有调节速度快,稳态误差小和跟踪能力强的特点
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介绍了状态空间预测控制算法和智能控制算法相结合的方法及其在电加热炉中的应用。结果表明:实时控制比状态空间预测控制算法超调减小5℃,调整时间缩短60min,精度可提高±1.5℃
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12.1智能控制的发展与定义 Development and Definition of Intelligent Control) 12.1.1智能控制的产生和发展 智能控制的发展 自动控制的发展过程
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