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POWER PLANT BOILER LEVEL CONTROL USING IMMUNE ALGORITHM BASED FUZZY RULE AUTO-TUNING

机译:基于免疫算法的模糊规则自动调节的电站锅炉水位控制

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摘要

The key study problem of level control of boiler (or steam generator) in power plants exists because they are typically non-linear and multi-variable with multiple control objectives. The conventional controls such as PID compensators do not have the flexibility necessary to provide a good performance over a wide region of operation in this system. Since application of modern optimal control techniques in this system yields system performances that are optimal at only one operating point, it cannot provide the required robustness. A goal of intelligent control design is to obtain a controller based on input/output information only. The immune algorithm (IA) is a method that holds promise for such a control system design using the mechanics of antibody against antigen. Boiler level control of power plant is studied using immune algorithm based fuzzy rule tuning.
机译:由于电站锅炉(或蒸汽发生器)的液位控制通常是非线性的且具有多个控制目标的多变量,因此存在对其进行关键控制研究的关键问题。诸如PID补偿器之类的常规控件没有在该系统的宽范围操作范围内提供良好性能所必需的灵活性。由于在该系统中应用现代最佳控制技术所产生的系统性能仅在一个工作点上是最佳的,因此它无法提供所需的鲁棒性。智能控制设计的目标是仅基于输入/输出信息获得控制器。免疫算法(IA)是一种使用针对抗原的抗体机制为此类控制系统设计提供前景的方法。利用基于免疫算法的模糊规则整定研究了电站锅炉的液位控制。

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