The Evaluation Method for Operation Efficiency of Equipment System Based on Data Farming and Mining
Through process data and results data resulted from operation efficiency simulation of equipment system, based on information measure criteria, data farming and mining method is used. Final simulation results are provided against specific models and verification is carried out on the internal relati...
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| Format: | Article |
| Language: | English |
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EDP Sciences
2017-01-01
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| Series: | ITM Web of Conferences |
| Online Access: | https://doi.org/10.1051/itmconf/20171203004 |
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doaj-e5912b33d64d4d28b8a7a2ec8ab0a18a2021-02-02T00:59:21ZengEDP SciencesITM Web of Conferences2271-20972017-01-01120300410.1051/itmconf/20171203004itmconf_ita2017_03004The Evaluation Method for Operation Efficiency of Equipment System Based on Data Farming and MiningWang ZhengThrough process data and results data resulted from operation efficiency simulation of equipment system, based on information measure criteria, data farming and mining method is used. Final simulation results are provided against specific models and verification is carried out on the internal relationships of equipment system and the effectiveness of equipment tactics capability. In addition, its focus is made on utilizing high-performance calculations, running it in the whole parameter space of models, obtaining a number of effective sample space data, and further analyzing it to find implicit laws and results by Big Data Mining technology and Data Visualization technology, in order to facilitate the problem-oriented system efficiency simulation.https://doi.org/10.1051/itmconf/20171203004 |
| collection |
DOAJ |
| language |
English |
| format |
Article |
| sources |
DOAJ |
| author |
Wang Zheng |
| spellingShingle |
Wang Zheng The Evaluation Method for Operation Efficiency of Equipment System Based on Data Farming and Mining ITM Web of Conferences |
| author_facet |
Wang Zheng |
| author_sort |
Wang Zheng |
| title |
The Evaluation Method for Operation Efficiency of Equipment System Based on Data Farming and Mining |
| title_short |
The Evaluation Method for Operation Efficiency of Equipment System Based on Data Farming and Mining |
| title_full |
The Evaluation Method for Operation Efficiency of Equipment System Based on Data Farming and Mining |
| title_fullStr |
The Evaluation Method for Operation Efficiency of Equipment System Based on Data Farming and Mining |
| title_full_unstemmed |
The Evaluation Method for Operation Efficiency of Equipment System Based on Data Farming and Mining |
| title_sort |
evaluation method for operation efficiency of equipment system based on data farming and mining |
| publisher |
EDP Sciences |
| series |
ITM Web of Conferences |
| issn |
2271-2097 |
| publishDate |
2017-01-01 |
| description |
Through process data and results data resulted from operation efficiency simulation of equipment system, based on information measure criteria, data farming and mining method is used. Final simulation results are provided against specific models and verification is carried out on the internal relationships of equipment system and the effectiveness of equipment tactics capability. In addition, its focus is made on utilizing high-performance calculations, running it in the whole parameter space of models, obtaining a number of effective sample space data, and further analyzing it to find implicit laws and results by Big Data Mining technology and Data Visualization technology, in order to facilitate the problem-oriented system efficiency simulation. |
| url |
https://doi.org/10.1051/itmconf/20171203004 |
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AT wangzheng theevaluationmethodforoperationefficiencyofequipmentsystembasedondatafarmingandmining AT wangzheng evaluationmethodforoperationefficiencyofequipmentsystembasedondatafarmingandmining |
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