核电厂人机交互数据生成和挖掘应用研究

Research on Human-Computer Interaction Data Generation and Mining Applications for Nuclear Power Plants

计算机人机交互技术发展迅速,在众多行业带来重要的变革。在核电领域,由于各种因素影响,人机交互记录的量、应用的范围、产生的效果都比较有限。首先,针对人机交互的发展、历史和在核电领域的应用进行了探讨,分析了现状及不足产生的原因。其次,针对这些原因,分析了可能的应对措施。最后,结合理论和具体实践,通过使用新的技术和算法,产生更多的动作数据并挖掘相关应用,创新性地给出了在现有计算机人机界面中产生新动作伪代码的示例。基于以上分析可知,根据业务领域的需要,设计、开发、应用和产生人机交互的数据完全必要和可实现。该研究有助于将人机交互数据的产生和应用推向新阶段。

Computer human-computer interaction technology is developing rapidly and bringing important changes in many industries.In the field of nuclear power,the amount of human-computer interaction recorded,the scope of application,and the effect produced are relatively limited due to various factors.Firstly,the development,history,and application of human-computer interaction in the nuclear power field are discussed,and the current situation and the reasons for the deficiencies are analyzed.Secondly,possible countermeasures are analyzed to address these causes.Finally,combining theory and concrete practice,innovative examples of pseudo-codes for generating new actions in existing computer human-machine interaction are given by generating more action data and mining related applications with new techniques and algorithms.Based on the above analysis,it is completely necessary and achievable to design,develop,apply and generate human-computer interaction data according to the needs of the business domain.This research helps to take human-computer interaction data generation and application to a new stage.