Rapid prototyping tools for real-time expert systems in the steel industry.
Rapid prototyping tools for real-time expert systems in the steel industry.
复制标题
用于钢铁行业实时专家系统的快速原型设计工具。
DOI：
10.2355/isijinternational.30.90
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发表时间：
1990
影响因子：
1.8
通讯作者：
D. J. Brown
中科院分区：
文献类型：
--
作者：
L. L. Lee;A. R. McNamara;K. C. Teh;H. Lie;B. J. Orenstein;D. J. Brown
人工智能（AI）和专家系统技术在钢铁工业过程管理任务中的应用正在得到广泛的认可。本文介绍了软件工具的开发和应用，这些软件工具已成功地大大缩短了生产实时专家系统原型所需的时间。BHP的SHERPA（System for Heuristic Real-time Process Assistance）系统是一个集成了知识库开发、信号处理、操作员显示、联机数值模型和数据库存储等模块的设施。TABLEAUX是一个基于决策表的知识获取工具，可以与SHERPA结合使用，用于开发实时专家系统应用程序。介绍了三个使用SHERPA为烧结厂、高炉和连铸机开发原型的例子。SHERPA和TABLEAUX设备的使用使实时专家系统原型能够在数周内建成。在一些情况下，由此产生的原型显示出足够的功能，吸引了作为生产系统立即实施的请求。
The application of artificial intelligence (AI) and expert systems techniques to process management tasks within the Iron and Steel Industry is now gaining wide acceptance. This paper describes the development and application of software tools which have been successful in significantly reducing the time required to produce real-time expert system prototypes.BHP's SHERPA (System for HEuristic Real-time Process Assistance) is a facility which integrates modules for knowledge base development, signal processing, operator displays, on-line numerical models and data base storage. TABLEAUX, is a decision table based knowledge acquisition tool which can be used in combination with SHERPA for developing real-time expert system applications. Three examples of prototypes being developed for sinter plants, blast furnaces and continuous casters, using SHERPA, are described.The use of the SHERPA and TABLEAUX facilities has enabled real-time expert system prototypes to be built over periods of weeks. In a number of cases the resultant prototype has shown sufficient functionality to attract requests for immediate implementation as production systems.