Large-scale transient stability simulation of electrical power systems on parallel GPUs
This paper proposes large-scale transient stability simulation based on the massively parallel architecture of multiple graphics processing units (GPUs). A robust and efficient instantaneous relaxation based parallel processing technique which features implicit integration, full Newton iteration, an...
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| Vydáno v: | 2012 IEEE Power and Energy Society General Meeting s. 1 - 11 |
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| Hlavní autoři: | , , |
| Médium: | Konferenční příspěvek |
| Jazyk: | angličtina |
| Vydáno: |
IEEE
01.07.2012
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| Témata: | |
| ISBN: | 1467327271, 9781467327275 |
| ISSN: | 1932-5517 |
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| Abstract | This paper proposes large-scale transient stability simulation based on the massively parallel architecture of multiple graphics processing units (GPUs). A robust and efficient instantaneous relaxation based parallel processing technique which features implicit integration, full Newton iteration, and sparse LU based linear solver is used to run the multiple GPUs simultaneously. This implementation highlights the combination of coarse-grained algorithm-level parallelism with fine-grained data-parallelism of the GPUs to accelerate large-scale transient stability simulation. Multi-threaded parallel programming makes the entire implementation highly transparent, scalable and efficient. Several large test systems are used for the simulation with a maximum size of 9984 buses and 2560 synchronous generators all modeled in detail resulting in matrices that are larger than 20000×20000. |
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| AbstractList | This paper proposes large-scale transient stability simulation based on the massively parallel architecture of multiple graphics processing units (GPUs). A robust and efficient instantaneous relaxation based parallel processing technique which features implicit integration, full Newton iteration, and sparse LU based linear solver is used to run the multiple GPUs simultaneously. This implementation highlights the combination of coarse-grained algorithm-level parallelism with fine-grained data-parallelism of the GPUs to accelerate large-scale transient stability simulation. Multi-threaded parallel programming makes the entire implementation highly transparent, scalable and efficient. Several large test systems are used for the simulation with a maximum size of 9984 buses and 2560 synchronous generators all modeled in detail resulting in matrices that are larger than 20000×20000. |
| Author | Jalili-Marandi, V. Zhiyin Zhou Dinavahi, V. |
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| Snippet | This paper proposes large-scale transient stability simulation based on the massively parallel architecture of multiple graphics processing units (GPUs). A... |
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| SubjectTerms | Computational modeling Graphics processing units Graphics processors instantaneous relaxation large-scale systems Mathematical model multiple GPUs newton-raphson method parallel multi-threaded programming power system simulation Power system stability power system transient stability sparse direct solvers Stability analysis Transient analysis |
| Title | Large-scale transient stability simulation of electrical power systems on parallel GPUs |
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