High-performance computing (HPC): Application & use in the power grid
Daniel Chavarría-Miranda, Zhenyu Huang, Yousu Chen
Abstract
Daniel Chavarría-Miranda, Zhenyu Huang, Yousu Chen
Abstract
The intent of this paper is to present a tutorial overview of high-performance computing (HPC) and its application to solving power system problems. The emphasis is on the trend of multi-core HPC computers and on the need for parallel computing to utilize these computers. Following the introduction of the concept of HPC, several types of HPC hardware and software are presented. HPC programming tools are important to facilitate programming with HPC computers. Different programming tools are introduced, with a specific example of parallel codes. HPC applications to power systems are presented for solving problems of state estimation and contingency analysis using HPC computers. Performance improvement is significant as shown in these applications. Further research and code development are necessary to expand the use of HPC in the power system domain.
OpenAlex reports 9 citations for this work. Citation counts describe recorded attention and do not establish research quality.
A contribution statement is not available in the OpenAlex record.
Method details are not available in the OpenAlex metadata.
Findings are not separately available in the OpenAlex metadata.
Limitations are not available in the OpenAlex metadata.
Application details are not available in the OpenAlex metadata.
The intent of this paper is to present a tutorial overview of high-performance computing (HPC) and its application to solving power system problems. The emphasis is on the trend of multi-core HPC computers and on the need for parallel computing to utilize these computers. Following the introduction of the concept of HPC, several types of HPC hardware and software are presented. HPC programming tools are important to facilitate programming with HPC computers. Different programming tools are introduced, with a specific example of parallel codes. HPC applications to power systems are presented for solving problems of state estimation and contingency analysis using HPC computers. Performance improvement is significant as shown in these applications. Further research and code development are necessary to expand the use of HPC in the power system domain.
Key concepts: Supercomputer, Computer science, Parallel computing, Grid computing, Domain (mathematical analysis), Programming paradigm, Computer architecture, Software