Comparison of varied order for fractional-order model

Nuzaihan Mhd. Yusof, N. Ishak, R. Adnan, M. Tajuddin, M. Rahiman
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Abstract

Fractional-order model is a generalization of integration and differentiation of non-integer number. Due to its flexibility, it explains a dynamic system better than integer-order model does. In this study, fractional-order model is applied in model identification of electro-hydraulic actuator system and the performance is compared with integer-order model. First-order until third-order model of both models were evaluated using output-error method. The models were validated based on their best-fit and independence test. The findings show fractional-order model can give a better estimation with less parameter.
分数阶模型的变阶比较
分数阶模型是非整数的积分和微分的推广。由于其灵活性,它比整阶模型能更好地解释动态系统。本文将分数阶模型应用于电液执行器系统的模型辨识,并与整数阶模型进行性能比较。采用输出误差法对两种模型的一阶至三阶模型进行了评价。通过最佳拟合和独立性检验对模型进行了验证。结果表明,分数阶模型能以较少的参数给出较好的估计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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