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A time-varying fuzzy on-off control system with application to the control of tissue temperature during laser heating

机译:一种时变的模糊开关控制系统,应用于激光加热过程中的组织温度

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Laser thermal therapies have shown great promise for minimally invasive treatment of benign and malignant tissue lesions. This paper presents a time-varying fuzzy control laser system to control tissue temperature in fresh pig liver samples for coagulation at 65°C and tissue welding at 85°C. The technical difficulties of our study lie in two facts: (1) laser tissue heating is a highly nonlinear time-varying dynamic process, and (2) 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. Structure of the fuzzy controller is analytically analyzed and the result is related to the PD controller. Our experiments using the fuzzy control system show that the average of the absolute values of the maximum temperature derivations for three coagulation experiments and three welding experiments is 0.45°C and 2.90°C, respectively.
机译:激光热疗法对良性和恶性组织病变的微创治疗非常有望。本文介绍了一个时变的模糊控制激光系统,可控制新鲜猪肝样品中的组织温度,以在85℃下在65°C和组织焊接下凝结。我们研究的技术困难在两个事实中:(1)激光组织加热是一种高度非线性的时变动态过程,(2)我们使用的810nm二极管激光器的输出功率在操作期间不可调节。通过通过在每个采​​样时间通过我们的新型非线性时变模糊控制器在每个采样时间来调节激光来克服难以通过可变的开关信号序列来克服困难。模糊控制器的结构进行了分析分析,结果与PD控制器有关。我们使用模糊控制系统的实验表明,三种凝血实验的最大温度衍生物的绝对值的平均值分别为0.45°C和2.90°C。

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