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Model Reduction of Power System by Modified Balanced Truncation Method

机译:修改平衡截断方法电力系统模型减少

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In this article, we are exploring and implementing the new model order reduction (MOR) method for Large-Scale Linear Dynamic System (LSLDS) to achieve reduced order. These technologies are designed to better understand and explain LSLDS based on the Modified Balanced Truncation Method (BTM). This refers to continuous/discrete LTI structures that are minimal / non-minimum. This reduced method allows MOR to preserve complete parameters with reasonable accuracy. The approach is based on the maintenance of dominant system modes and a relatively small state truncation. As the reduced-order model (ROM) is derived from the retention of dominant modes, the reduction remains stable. The main demerit of the balanced truncation method is that the ROM, stable states, does not match the original structures. By modified BTM to narrow the deviations in the ROM transfer function matrix, a gain factor is added to adjust the steady-state values of the reduction system without altering the dynamic behaviour of the system. The proposed method has been successfully applied to a real-time single area power system with ease of extension to a discrete-time case and the results obtained show the efficacy of the method. Application model and the results obtained indicate the effectiveness of the methodology. The time response of the system has been demonstrated by the proposed method, which proves to be excellent match, effectiveness and superiority compared to the response of other approaches in the literature review of the original system.
机译:在本文中,我们正在探索和实施大型线性动态系统(LSLD)的新模型顺序减少(Mor)方法,以实现减少的顺序。这些技术旨在基于修改的平衡截断方法(BTM)更好地理解和解释LSLD。这是指最小/不最小的连续/离散LTI结构。这种减少的方法允许Mor以合理的准确度保持完整的参数。该方法基于维持主导系统模式和相对较小的状态截断。随着降低阶模型(ROM)来源于定量模式的保留,减少保持稳定。平衡截断方法的主要缺点是ROM,稳定状态不匹配原始结构。通过修改的BTM来缩小ROM传递函数矩阵中的偏差,添加增益因子以调整减速系统的稳态值而不改变系统的动态行为。该方法已经成功应用于实时单区域电力系统,易于扩展到离散时间案例,并且获得的结果显示了该方法的功效。申请模型及其结果表明了方法的有效性。该系统的时间响应已经通过该方法证明,与原始系统的文献综述中的其他方法的响应相比,其被证明是出色的匹配,有效性和优势。

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