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

机译:激光加热过程中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:本文提出了一种实时模糊控制激光系统,以控制新鲜猪肝样品中高温期间的组织温度。这项研究的技术困难在于两个事实:激光组织加热是一个高度非线性的时变动态过程;而且我们使用的810 nm二极管激光器的输出功率在运行过程中是不可调节的。通过使用新颖的非线性时变模糊控制器,通过可变的ON-OFF信号序列(在每个采样时间计算得出)来调节激光,我们克服了这些困难。分析了模糊控制器的结构,其结果与PD控制器有关。使用模糊控制系统进行的六个高温实验的最大温度导数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可用于临床应用。

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