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Faster-Than-Real-Time Dynamic Simulation of AC/DC Grids on Reconfigurable Hardware

机译:可重新配置硬件上的AC / DC网格的速度比实时动态仿真

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Dynamic simulation of integrated AC and DC grids is paramount to address real-time operation challenges in energy control centers, such as available transfer capacities, relieving grid congestion, and taking effective control actions for improving the integrated grid system stability and reliability. This paper proposes a faster-than-real-time (FTRT) dynamic simulation of integrated AC/DC grids on the reconfigurable parallel hardware architecture of the field programmable gate array (FPGA). A fine-grained relaxation algorithm (FGRA) is proposed for a more efficient solution of the nonlinear differential algebraic equations of the integrated system model, including the detailed nonlinear models of the synchronous generators in the AC system which can be solved in parallel without matrix on the FPGA. The system solution is massively parallelized and pipelined in hardware to realize the lowest latencies and minimum utilization of hardware resource. Two case studies are used to illustrate the efficacy of the proposed algorithm and demonstrated a closed-loop prediction scenario for improving grid stability. Computational acceleration of up to 134 times faster than real-time are reported for the two case studies, and the accuracy of the dynamic interaction is validated using the off-line transient stability simulation tool TSAT of the DSAToolsTM package.
机译:集成AC和DC网格的动态仿真是解决能量控制中心的实时运行挑战,例如可用的传输能力,缓解电网拥塞,并采取有效的控制动作,以提高集成电网系统稳定性和可靠性。本文提出了更快的实时(FTRT)动态模拟了现场可编程门阵列(FPGA)的可重构并行硬件架构上的集成AC / DC网格。提出了一种细粒度的松弛算法(FGRA),用于更有效地解决集成系统模型的非线性差分代数方程,包括AC系统中的同步发电机的详细非线性模型,其可以在没有矩阵的情况下并行解决FPGA。系统解决方案是批量平行化的,并在硬件中流水线,以实现最低的延迟和硬件资源的最低利用率。两种情况研究用于说明所提出的算法的功效,并证明了用于提高电网稳定性的闭环预测场景。报告了两个案例研究的计算加速度高达134倍,并且使用DSatoolstm包的离线瞬态稳定性仿真工具TSAT来验证动态交互的准确性。

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