Parameter Optimization of Transformer Model Based onSimulation Credibility Evaluation
In order to explore an effective method to enhance the credibility of simulation system, this paper proposes a model parameter optimization method based on simulation credibility evaluation. Traction transformer is selected as the research object. The concept of simulation credibility is introduced,...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
Editorial Office of Control and Information Technology
2021-01-01
|
| Series: | Kongzhi Yu Xinxi Jishu |
| Subjects: | |
| Online Access: | http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2021.01.010 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1849224797688430592 |
|---|---|
| author | YING Ting LI Jianghong |
| author_facet | YING Ting LI Jianghong |
| author_sort | YING Ting |
| collection | DOAJ |
| description | In order to explore an effective method to enhance the credibility of simulation system, this paper proposes a model parameter optimization method based on simulation credibility evaluation. Traction transformer is selected as the research object. The concept of simulation credibility is introduced, and the quantitative error of simulation and test data is taken as the optimization objective. At the same time, the input signal is selected according to the demand of solving the optimization problem, and the optimization parameters are selected according to the sensitivity analysis results, and an optimization model is established to optimize the key parameters. Simulation reliability of the optimized results has been greatly improved in both quantitative and qualitative analysis, which proves the effectiveness of the research content in this paper. |
| format | Article |
| id | doaj-art-66401b87575b4f95aed39dd9f0532019 |
| institution | Kabale University |
| issn | 2096-5427 |
| language | zho |
| publishDate | 2021-01-01 |
| publisher | Editorial Office of Control and Information Technology |
| record_format | Article |
| series | Kongzhi Yu Xinxi Jishu |
| spelling | doaj-art-66401b87575b4f95aed39dd9f05320192025-08-25T06:53:29ZzhoEditorial Office of Control and Information TechnologyKongzhi Yu Xinxi Jishu2096-54272021-01-0138586382322941Parameter Optimization of Transformer Model Based onSimulation Credibility EvaluationYING TingLI JianghongIn order to explore an effective method to enhance the credibility of simulation system, this paper proposes a model parameter optimization method based on simulation credibility evaluation. Traction transformer is selected as the research object. The concept of simulation credibility is introduced, and the quantitative error of simulation and test data is taken as the optimization objective. At the same time, the input signal is selected according to the demand of solving the optimization problem, and the optimization parameters are selected according to the sensitivity analysis results, and an optimization model is established to optimize the key parameters. Simulation reliability of the optimized results has been greatly improved in both quantitative and qualitative analysis, which proves the effectiveness of the research content in this paper.http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2021.01.010simulation credibilitytraction transformer modelparameter optimizationquantitative errorsensitivity analysis |
| spellingShingle | YING Ting LI Jianghong Parameter Optimization of Transformer Model Based onSimulation Credibility Evaluation Kongzhi Yu Xinxi Jishu simulation credibility traction transformer model parameter optimization quantitative error sensitivity analysis |
| title | Parameter Optimization of Transformer Model Based onSimulation Credibility Evaluation |
| title_full | Parameter Optimization of Transformer Model Based onSimulation Credibility Evaluation |
| title_fullStr | Parameter Optimization of Transformer Model Based onSimulation Credibility Evaluation |
| title_full_unstemmed | Parameter Optimization of Transformer Model Based onSimulation Credibility Evaluation |
| title_short | Parameter Optimization of Transformer Model Based onSimulation Credibility Evaluation |
| title_sort | parameter optimization of transformer model based onsimulation credibility evaluation |
| topic | simulation credibility traction transformer model parameter optimization quantitative error sensitivity analysis |
| url | http://ctet.csrzic.com/thesisDetails#10.13889/j.issn.2096-5427.2021.01.010 |
| work_keys_str_mv | AT yingting parameteroptimizationoftransformermodelbasedonsimulationcredibilityevaluation AT lijianghong parameteroptimizationoftransformermodelbasedonsimulationcredibilityevaluation |