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A fuzzy system for real-time control of tissue temperature during laser heating

机译:激光加热期间组织温度实时控制的模糊系统

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A real-time fuzzy control laser system to control tissue temperature during hyperthermia in fresh pig liver samples is presented in this paper. The technical difficulties of this study lie in two facts: laser tissue heating is a highly nonlinear time-varying dynamic process; and the output power of the 810 nm diode laser that we used is not adjustable during operation. We have overcome the difficulties by regulating the laser via variable ON-OFF signal sequence, which is computed at each sampling time, by our novel nonlinear time-varying fuzzy controller. The structure of the fuzzy controller is analytically analyzed and the result is related to the PD controller. The average of the absolute values of the maximum temperature derivations for six hyperthermia experiments using the fuzzy control system is 0.44/spl deg/C. These satisfactory results indicate that our fuzzy control system could be useful for clinical applications.
机译:本文介绍了一种实时模糊控制激光系统,以控制新鲜猪肝样品中的热疗期间的组织温度。本研究的技术困难位于两个事实中:激光组织加热是一种高度非线性的时变动力过程;以及我们使用的810 nm二极管激光器的输出功率在操作期间不可调节。我们通过通过在每个采​​样时间计算的可变开关信号序列来克服困难,通过我们的新型非线性时变模糊控制器计算。模糊控制器的结构进行了分析分析,结果与PD控制器有关。使用模糊控制系统的六个热疗实验的最高温度衍生的绝对值的平均值为0.44 / SPL DEG / C.这些令人满意的结果表明,我们的模糊控制系统对临床应用有用。

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