Font Size: a A A

Effect of Various Holomorphic Embeddings on Convergence Rate and Condition Number as Applied to the Power Flow Problem

Posted on:2016-11-29Degree:M.SType:Thesis
University:Arizona State UniversityCandidate:Li, YutingFull Text:PDF
GTID:2472390017983723Subject:Electrical engineering
Abstract/Summary:
Power flow calculation plays a significant role in power system studies and operation. To ensure the reliable prediction of system states during planning studies and in the operating environment, a reliable power flow algorithm is desired. However, the traditional power flow methods (such as the Gauss Seidel method and the Newton-Raphson method) are not guaranteed to obtain a converged solution when the system is heavily loaded.;This thesis describes a novel non-iterative holomorphic embedding (HE) method to solve the power flow problem that eliminates the convergence issues and the uncertainty of the existence of the solution. It is guaranteed to find a converged solution if the solution exists, and will signal by an oscillation of the result if there is no solution exists. Furthermore, it does not require a guess of the initial voltage solution.;By embedding the complex-valued parameter alpha into the voltage function, the power balance equations become holomorphic functions. Then the embedded voltage functions are expanded as a Maclaurin power series, V(alpha). The diagonal Pade approximant calculated from V(alpha) gives the maximal analytic continuation of V(alpha), and produces a reliable solution of voltages. The connection between mathematical theory and its application to power flow calculation is described in detail.;With the existing bus-type-switching routine, the models of phase shifters and three-winding transformers are proposed to enable the HE algorithm to solve practical large-scale systems. Additionally, sparsity techniques are used to store the sparse bus admittance matrix. The modified HE algorithm is programmed in MATLAB. A study parameter beta is introduced in the embedding formula betaalpha + (1 -- beta)alpha2. By varying the value of beta, numerical tests of different embedding formulae are conducted on the three-bus, IEEE 14-bus, 118-bus, 300-bus, and the ERCOT systems, and the numerical performance as a function of beta is analyzed to determine the "best" embedding formula. The obtained power-flow solutions are validated using MATPOWER.
Keywords/Search Tags:Power, Flow, Embedding, Solution, Holomorphic, Beta
Related items