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A Novel Bat Algorithm Based Re-tuning of PI Controller of Coal Gasifier for Optimum Response

机译:基于蝙蝠算法的煤气化炉PI控制器整定最优响应

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In this paper a novel BAT algorithm, a recently developed metahuristic algorithm is used to retune the parameters of pressure loop PI controller of coal gasifier, which is a highly nonlinear multivariable process having five controllable inputs and four outputs and strong interactions among the control loops. Functioning of coal gasifier involves many constraints to be satisfied on inputs and outputs. The existing controller along with its tuned parameters does not able to satisfy the constraints at 0% load for sinusoidal pressure disturbance and provides better response at 100% and 50% load conditions. The parameter of pressure loop PI controller is re-tuned using Levy Flight (LF) guided BAT algorithm and performance tests which includes, pressure disturbance test, load change test and coal quality test are conducted. Test results shows that the re-tuned controller provides better response, meeting all the constraints at 0%, 50% and 100% load conditions.
机译:本文采用一种新颖的BAT算法,一种新近发展的多元算法,对煤气化炉压力回路PI控制器的参数进行重新调整,该过程是一个高度非线性的多变量过程,具有五个可控制的输入和四个输出,并且控制回路之间有很强的相互作用。煤气化炉的功能涉及许多输入和输出要满足的约束。现有的控制器及其调整后的参数无法满足正弦压力扰动在0%负载下的约束,并且在100%和50%负载条件下提供了更好的响应。使用Levy Flight(LF)引导的BAT算法重新调整压力回路PI控制器的参数,并进行了性能测试,包括压力扰动测试,负荷变化测试和煤质测试。测试结果表明,重新调整后的控制器可提供更好的响应,满足0%,50%和100%负载条件下的所有约束。

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