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首页> 外文期刊>International journal of electrical power and energy systems >An improved version of the Continuous Newton's method for efficiently solving the Power-Flow in Ill-conditioned systems
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An improved version of the Continuous Newton's method for efficiently solving the Power-Flow in Ill-conditioned systems

机译:一种改进的连续牛顿方法,用于有效解决不良系统中的电流

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摘要

This paper tackles the efficient Power-Flow solution of ill-conditioned cases. In that sense, those methods based on the Continuous Newton's philosophy look very promising, however, these methodologies still present some issues mainly related with the computational efficiency or the robustness properties. In order to overcome these drawbacks, we suggest several modifications about the standard structure of the Continuous Newton's method. Thus, the standard Continuous Newton's paradigm is firstly modified with a frozen Jacobian scheme for reducing its computational burden; secondly, it is extended for being used with High-order Newton-like method for achieving higher convergence rate and, finally, a regularization scheme is introduced for improving its robustness features. On the basis of the suggested improvements, a Power-Flow solution paradigm is developed. As example, a novel Power-Flow solver based on the introduced solution framework and the 4th order Runge-Kutta formula is developed. The novel technique is validated in several realistic large-scale ill-conditioned systems. Results show that the suggested modifications allow to overcome the drawbacks presented by those methodologies based on the Continuous Newton's method. On the light of the results obtained it can be also claimed, that the developed solution paradigm constitutes a promising framework for developing robust and efficient Power-Flow solution techniques.
机译:本文解决了不良病例的高效电流解决方案。从这种意义上讲,基于连续的牛顿哲学的方法看起来非常有希望,然而,这些方法仍然存在主要与计算效率或鲁棒性属性相关的一些问题。为了克服这些缺点,我们建议有关连续牛顿方法的标准结构的几种修改。因此,首先用冷冻的雅各比亚方案修改了标准的连续牛顿的范式,以降低其计算负担;其次,它延长了用于实现更高收敛速率的高阶牛顿的方法,最后,引入了正则化方案以改善其鲁棒性特征。在建议的改进的基础上,开发了一种电流解决方案范例。例如,开发了一种基于引入的解决方案框架和第四阶runge-Kutta公式的新型电流求解器。在几种现实的大规模不良状态系统中验证了新颖的技术。结果表明,建议的修改允许克服基于连续牛顿的方法所呈现的这些方法所呈现的缺点。根据获得的结果,也可以要求保护,发达的解决方案范例构成了用于开发稳健和有效的电流解决方面的有希望的框架。

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