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DO YOU NEED ADVANCED CONTROL?

机译:您需要高级控制吗?

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This paper describes how to make advanced control choices when difficult processes need improvement. How does one determine the best approach? The decision-making process involves choosing between a rules-based approach and a model-based approach as well as weighing benefits and drawbacks, complexity and simplicity, investment and results. This paper will present briefly each solution and define terminology for the most common solutions: basic control (single-loop control), advanced regulatory control, model predictive control, and expert systems such as fuzzy logic controllers and neural networks. The article then proposes a decision tree for selecting the most appropriate approach. The decision tree includes a list of questions, a series of tests to validate models, and a series of questions for interviewing operators. Potential solutions and approaches will be organized in a simple schematic by hierarchy. Examples for each solution will be presented and discussed. A table will compare usage, development, commissioning, maintenance and lifecycle costs for each approach. Finally, conclusions and suggestions will summarize the methodology.
机译:本文介绍了当困难的流程需要改进时如何做出高级控制选择。如何确定最佳方法?决策过程包括在基于规则的方法和基于模型的方法之间进行选择,以及权衡利弊,复杂性和简单性,投资和结果。本文将简要介绍每种解决方案,并为最常见的解决方案定义术语:基本控制(单环控制),高级调节控制,模型预测控制以及诸如模糊逻辑控制器和神经网络之类的专家系统。然后,本文提出了用于选择最合适方法的决策树。决策树包括一个问题列表,一系列用于验证模型的测试以及一系列用于采访操作员的问题。潜在的解决方案和方法将按层次结构以简单的示意图进行组织。每个解决方案的示例都将进行介绍和讨论。表格将比较每种方法的使用,开发,调试,维护和生命周期成本。最后,结论和建议将总结该方法。

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