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Applications of Homotopy for solving AC Power Flow and AC Optimal Power Flow

机译:同态方法在解决交流潮流和交流最优潮流中的应用

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This paper introduces a new paradigm for solving AC Power Flow (ACPF) and AC Optimal Power Flow (ACOPF) with improved convergence robustness. This approach exploits the globally convergent properties of continuation methods. Continuation methods achieve robustness by generating a sequence of nonlinear problems and repeatedly and consistently providing good initial guesses for locally convergent nonlinear solvers such as Newton-Raphson. The Homotopy implemented in this paper, (referred to as Power Flow Homotopy, PFH), is formulated in a way that gradually transforms the “easy” DC into the “difficult” AC Power Flow. Successive changes of the homotopy parameter modify the system of equations from fully linear and convex DC into non-linear and non-convex AC (optimal) power flow. As a result, the AC solution is obtained with increased robustness and multiple AC power flow solutions can also be detected. Similarly, Optimal Power Flow Homotopy (OPFH) is defined for solving AC Optimal Power Flow, by gradually transforming the convex DC OPF problem. Simulation results provide a comparison between the simple Newton-Raphson method and PFH in terms of performance and quality of detected solution. Comparisons are also performed between the Interior-Point method and OPFH.
机译:本文介绍了一种用于解决交流电潮流(ACPF)和交流电最优潮流(ACOPF)的新范例,具有改进的收敛鲁棒性。这种方法利用了连续方法的全局收敛性。连续方法通过生成一系列非线性问题,并为局部收敛的非线性求解器(例如Newton-Raphson)反复一致地提供良好的初始猜测,从而实现了鲁棒性。本文实现的同伦(被称为潮流同伦,PFH)的制定方式是将“简单”的直流电逐渐转化为“困难的”交流电。同态参数的连续更改将方程组从完全线性和凸形DC修改为非线性和非凸形AC(最优)功率流。结果,获得了具有更高鲁棒性的交流解决方案,并且还可以检测到多种交流潮流解决方案。类似地,通过逐步变换凸DC OPF问题,定义了最优潮流同伦(OPFH)来解决交流最优潮流。仿真结果提供了简单的牛顿-拉夫森法和PFH方法之间的比较,其性能和检测溶液的质量都很好。内部点方法和OPFH之间也进行了比较。

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