Big data of numerical nuclear reactor and its application
The massive amount of data involved in the operation of numerical nuclear reactor (numerical reactor) can be used to optimize existing numerical reactor models, obtain scientific discoveries in the field of nuclear energy, and promote numerical reactor research.Based on the review of the existing da...
Saved in:
| Main Authors: | , , , , , , |
|---|---|
| Format: | Article |
| Language: | zho |
| Published: |
China InfoCom Media Group
2021-09-01
|
| Series: | 大数据 |
| Subjects: | |
| Online Access: | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2021048 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850212908648103936 |
|---|---|
| author | An WANG Shuai REN Xue MIAO Lingyu DONG Ying ZHU Dandan CHEN Changjun HU |
| author_facet | An WANG Shuai REN Xue MIAO Lingyu DONG Ying ZHU Dandan CHEN Changjun HU |
| author_sort | An WANG |
| collection | DOAJ |
| description | The massive amount of data involved in the operation of numerical nuclear reactor (numerical reactor) can be used to optimize existing numerical reactor models, obtain scientific discoveries in the field of nuclear energy, and promote numerical reactor research.Based on the review of the existing data-driven modeling and the prediction of microscopic phenomena in reactors, the concept of the big data of numerical nuclear reactor was put forward, and its important characteristics as industrial and simulation big data were analyzed according to the characteristics of the field of nuclear energy.Taking China virtual reactor 1.0 (CVR 1.0) as an example, starting from the variety, dependency and inaccuracy of the big data of numerical nuclear reactor, the research work of modeling optimization and scientific discovery was carried out by using the multidisciplinary techniques such as neural network, mathematical statistics and numerical analysis, which illustrates the guiding role of the characteristics of the big data of numerical nuclear reactors in numerical reactor research. |
| format | Article |
| id | doaj-art-98201598610d469d933f72bb551a0a7e |
| institution | OA Journals |
| issn | 2096-0271 |
| language | zho |
| publishDate | 2021-09-01 |
| publisher | China InfoCom Media Group |
| record_format | Article |
| series | 大数据 |
| spelling | doaj-art-98201598610d469d933f72bb551a0a7e2025-08-20T02:09:14ZzhoChina InfoCom Media Group大数据2096-02712021-09-017202104859538692Big data of numerical nuclear reactor and its applicationAn WANGShuai RENXue MIAOLingyu DONGYing ZHUDandan CHENChangjun HUThe massive amount of data involved in the operation of numerical nuclear reactor (numerical reactor) can be used to optimize existing numerical reactor models, obtain scientific discoveries in the field of nuclear energy, and promote numerical reactor research.Based on the review of the existing data-driven modeling and the prediction of microscopic phenomena in reactors, the concept of the big data of numerical nuclear reactor was put forward, and its important characteristics as industrial and simulation big data were analyzed according to the characteristics of the field of nuclear energy.Taking China virtual reactor 1.0 (CVR 1.0) as an example, starting from the variety, dependency and inaccuracy of the big data of numerical nuclear reactor, the research work of modeling optimization and scientific discovery was carried out by using the multidisciplinary techniques such as neural network, mathematical statistics and numerical analysis, which illustrates the guiding role of the characteristics of the big data of numerical nuclear reactors in numerical reactor research.http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2021048big data of numerical nuclear reactor;industrial big data;numerical nuclear reactor;big data mining |
| spellingShingle | An WANG Shuai REN Xue MIAO Lingyu DONG Ying ZHU Dandan CHEN Changjun HU Big data of numerical nuclear reactor and its application 大数据 big data of numerical nuclear reactor;industrial big data;numerical nuclear reactor;big data mining |
| title | Big data of numerical nuclear reactor and its application |
| title_full | Big data of numerical nuclear reactor and its application |
| title_fullStr | Big data of numerical nuclear reactor and its application |
| title_full_unstemmed | Big data of numerical nuclear reactor and its application |
| title_short | Big data of numerical nuclear reactor and its application |
| title_sort | big data of numerical nuclear reactor and its application |
| topic | big data of numerical nuclear reactor;industrial big data;numerical nuclear reactor;big data mining |
| url | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2021048 |
| work_keys_str_mv | AT anwang bigdataofnumericalnuclearreactoranditsapplication AT shuairen bigdataofnumericalnuclearreactoranditsapplication AT xuemiao bigdataofnumericalnuclearreactoranditsapplication AT lingyudong bigdataofnumericalnuclearreactoranditsapplication AT yingzhu bigdataofnumericalnuclearreactoranditsapplication AT dandanchen bigdataofnumericalnuclearreactoranditsapplication AT changjunhu bigdataofnumericalnuclearreactoranditsapplication |