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GridPACKTM: A framework for developing power grid simulations on high-performance computing platforms

delete2015-10-26
delete11
PRE
AI
B
Bruce Palmer *
W
William Perkins
Y
Yousu Chen
S
Shuangshuang Jin
D
David Callahan
K
Kevin Glass
R
Ruisheng Diao
M
Mark Rice
S
Stephen T. Elbert
M
Mallikarjuna R. Vallem
Z
Zhenyu Huang
DOI:10.1177/1094342015607609delete
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摘要

摘要

En 中文
This paper describes the GridPACK(TM) framework, which is designed to help power grid engineers develop software capable of running on high-performance computers. The framework makes extensive use of software templates to provide high-level functionality while still providing flexibility to easily implement a broad range of models and algorithms. GridPACK(TM) contains modules for setting up distributed power grid networks, supporting application-specific bus and branch models, creating distributed matrices and vectors and using parallel linear and non-linear solvers. It also provides mappers to create matrices and vectors based on properties of the network and functionality to support Input/Output (IO) and to manage errors. The goal of GridPACK(TM) is to substantially reduce the complexity of writing software for parallel computers while still providing efficient and scalable software solutions. The use of GridPACK(TM) is illustrated for a simple powerflow example and performance results for the powerflow and dynamic simulations are discussed.
Keyword:
Electric power grid
high-performance computing
software frameworks
distributed graphs
multi-level parallelism
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期刊

International Journal of High Performance Computing Applications 封面图
International Journal of High Performance Computing Applications
IF:
2.5
论文数:
1.1K
被引数:
1.3K

机构

P
Pacific Northwest National Laboratory
学者数:
9.0K
论文数: 6.3K
被引数: 14
U
united states department of energy (doe)
学者数:
11.3W
论文数: 9.6W
被引数: 246
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