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INFLUENCE OF MODEL INACCURACIES ON THE PREDICTION OF DYNAMIC SYSTEM PEFORMANCE

机译:模型误差对动态系统性能预测的影响

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摘要

A good understanding of system dynamics is imperative to the design of any control strategy. Results of inaccurate models can lead to inefficient controls. However, the formulation of an accurate dynamic model requires high computational power and hence various simplifying assumptions are made while deriving the system equations. In order to illustrate this concept, a simple dynamic experiment of a double-pendulum is formulated and the responses obtained from the derived model and the actual model were compared. Inaccuracies of the derived model clearly showed up in the comparison. By taking into account factors, which were initially omitted for simplifying calculation, the inaccuracies observed could be minimized.
机译:对系统动力学的深入了解对于设计任何控制策略都是必不可少的。模型不正确的结果可能导致控制效率低下。然而,精确的动态模型的公式化需要很高的计算能力,因此在推导系统方程式时会做出各种简化的假设。为了说明这个概念,制定了一个简单的双摆动态实验,并比较了从导出模型和实际模型获得的响应。比较中清楚地表明了派生模型的不准确性。通过考虑最初为简化计算而省略的因素,可以将观察到的不准确性最小化。

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