Title :
An Application of GPU Parallel Computing to Power Flow Calculation in HVDC Networks
Author :
Blaskiewicz, Przemyslaw ; Zawada, Marcin ; Balcerek, Przemyslaw ; Dawidowski, Pawel
Author_Institution :
Wroclaw Univ. of Technol., Wroclaw, Poland
Abstract :
Numerical computation on GPU has become easily accessible and offers good computation power for relatively little cost. Recently an application of Newton-Rap son method for analyzing power flow in multi-terminal high-voltage direct current (HVDC) networks was proposed and shown to have good results on five terminal grids. Since this method involves costly matrix operation, especially the inverse, increasing the number of terminals in the grid yields prohibitively large execution times in sequential operation. To address this issue, we adjust the algorithm so that it benefits from parallel computation and test our approach on recent GPU from NVidia. We give experimental results for grids up to few thousand terminals and show that execution time is still acceptable for real applications. We also provide some benchmarks of the GPU computation compared with other platforms.
Keywords :
Newton-Raphson method; graphics processing units; load flow; parallel processing; power engineering computing; power grids; GPU computation; GPU parallel computing; HVDC networks; NVidia; Newton-Raphson method; matrix operation; multiterminal high-voltage direct current networks; numerical computation; parallel computation; power flow calculation; Graphics processing units; Heuristic algorithms; Jacobian matrices; Kernel; Matrix decomposition; Parallel processing; Transmission line matrix methods;
Conference_Titel :
Parallel, Distributed and Network-Based Processing (PDP), 2015 23rd Euromicro International Conference on
Conference_Location :
Turku
DOI :
10.1109/PDP.2015.110