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Robust almost time-optimal fuzzy control of a two-tank system

机译:两罐系统的鲁棒几乎最优的模糊控制

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The paper deals with the level controls in a laboratory two-tanknsystem. The plant is strongly nonlinear due to the basic dynamicnequations and the characteristics of the valves. We developed annonlinear control law which achieves robust almost time-optimal controlnover the full range of operation conditions. The development is based onnideas from fuzzy control, but in contrast to usual fuzzy controllerndesigns, most of the rules are not derived from heuristics but rathernare mathematical formulae which, together with the standard fuzzynquantization of the system's variables, approximate the time-optimalncontrol law. This approximation is improved by heuristic rules whichnwere gained from the observation of the behaviour of the controllednplant. The resulting nonlinear control law exhibits a performance whichnis not attainable with standard linear control nor with classicalntime-optimal control
机译:本文涉及实验室两缸系统中的液位控制。由于基本的动态方程和阀门的特性,该设备是高度非线性的。我们开发了一种非线性控制定律,可以在整个工作条件范围内实现鲁棒的,几乎时间最优的控制。该开发基于模糊控制的思想,但与通常的模糊控制器设计相反,大多数规则不是从试探法推导而来,而是数学公式,其与系统变量的标准模糊量化一起,近似了时间最优控制律。通过从受控植物行为的观察中获得的启发式规则可以改善这种近似。最终的非线性控制定律表现出标准线性控制或经典时间最优控制无法达到的性能

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