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A Fuzzy System for Regulation of the Analgesic Remifentanil during General Anaesthesia

机译:一种模糊系统,用于治疗镇痛雷芬丹尼尼在全身麻醉期间

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During the last decade, the research group Anaesthesia Control at the University of Rostock (Germany) developed an assistant system to support anaesthetists in the operating theatre. The main objectives during general anaesthesia are appropriate hypnosis, analgesia, relaxation, and stable vital functions. The development of our controllers for hypnosis and relaxation were completed in the last years. The systems were established in the clinical routine in the university hospital. Until now there exists no standard method to measure the state of analgesia or stress response of the patient. In this paper a fuzzy approach is presented to control the application of the analgesic drug remifentanil based on the expert knowledge of anaesthetists. The anaesthetists monitor vital parameters for example arterial blood pressure and heart rate to apply the analgesic drug. Additionally, the heart rate variability was involved as input for the fuzzy analgesia system, which is realized with two controllers, one active at a time. The main controller regulates the continuous rate of remifentanil based on the change in the mean arterial blood pressure, the heart rate and its standard deviation. The second controller calculates a bolus amount of remifentanil based on the absolute values of input parameters, if the heart rate is higher than 90bpm. Both fuzzy controllers are Mamdani inference systems. The usual time regime for general anaesthesia as well as the minimal and maximal dosage of remifentanil are regarded in the system. The development options of the systems and the first results by controller simulations are discussed.
机译:在过去十年中,罗斯托克大学(德国)的研究群体麻醉控制制定了一名助理系统,以支持操作剧院的麻醉师。全身麻醉期间的主要目标是适当的催眠,镇痛,放松和稳定的重要功能。我们的控制器的催眠和放松的发展在过去几年完成。该系统是在大学医院的临床日常生活中建立的。到目前为止,不存在测量患者的镇痛状态或患者的应激响应的标准方法。本文提出了一种模糊方法,以基于麻醉师专家知识来控制镇痛药物雷芬丹尼尔的应用。麻醉药者监测重要参数,例如动脉血压和心率施加镇痛药。此外,心率变异性涉及模糊镇痛系统的输入,这是用两个控制器实现的,一次活跃。主要控制器根据平均动脉血压,心率及其标准偏差的变化来调节雷芬内尼尼的连续速率。如果心率高于90bpm,则第二控制器基于输入参数的绝对值计算Remifentanil的推注量。模糊控制器都是Mamdani推理系统。通常的常规麻醉以及雷芬丹内最小和最大剂量的通常时间制度被认为是系统。讨论了系统的开发选项和控制器模拟的第一结果。

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