Getting the Most from Expert Control Systems

J. Kline
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Abstract

Computer processing power has grown exponentially over the past decades. At the same time the sophistication of sensors has increased, providing more numerous and accurate data points for control. Based on these trends it would seem that expert systems would be more capable and more in demand than ever. However, many plants and companies have struggled to maximize the benefits of expert control systems.Expert control has been shown to provide increased operational efficiency with lower emission levels and reduced costs. However, these targets can be elusive if the expert system is not properly understood and the prerequisites for success not followed. This paper explores some of the issues that inhibit expert control system operation. The paper provides some guidelines for optimizing existing expert control systems and provides prerequisites for companies considering the installation of expert control systems.
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从专家控制系统中获得最大收益
在过去的几十年里,计算机的处理能力呈指数级增长。与此同时,传感器的复杂性也在增加,为控制提供了更多更精确的数据点。基于这些趋势,专家系统似乎会比以往任何时候都更有能力、更有需求。然而,许多工厂和公司一直在努力最大化专家控制系统的好处。专家控制已被证明可以在降低排放水平和降低成本的同时提高作业效率。然而,如果没有正确理解专家系统,并且没有遵循成功的先决条件,这些目标可能是难以捉摸的。本文探讨了制约专家控制系统运行的一些问题。本文提供了一些优化现有专家控制系统的指导方针,并为考虑安装专家控制系统的公司提供了先决条件。
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