Automatic Control of Anesthesia During Surgery Using Fuzzy Controller

سال انتشار: 1401
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 88

استخراج به نرم افزارهای پژوهشی:

لینک ثابت به این مقاله:

شناسه ملی سند علمی:

JR_JADSC-5-2_010

تاریخ نمایه سازی: 3 مرداد 1402

چکیده مقاله:

Creating the desired depth of anesthesia is done by controlling the amount of anesthetic drug applied to the patient. Applying an excessive amount of anesthetic causes the patient to regain consciousness, and on the other hand, using an amount less than necessary causes the patient to perceive the painful stimuli caused by the surgery. In this article, using the lowest amount of drug as a control input, the desired depth of anesthesia (the desired value of ۵۰%) is created as the output of the model in the patient. The aim of designing an improved control method to adjust the drug dose is to use the second type of fuzzy logic, which is more advanced and has higher accuracy and flexibility than the first type of fuzzy logic. In order to analyze the results of this research, the system has been simulated using MATLAB software, and the effects of disturbance and noise have been considered in the output of the model. The results show that the proposed control structure controls the model well. Based on the simulation done in MATLAB software, the use of type two fuzzy control structure can reduce the amount of fluctuations in disturbance and measurement noise by ۲۵% compared to type one fuzzy method, and in the conditions Without disturbance and noise, the proposed method does not have any subjugation and at the same time, the amount of time to achieve the desired value is improved by ۸۷% compared to the type one fuzzy method.

نویسندگان

Maryam Goodarzian

Department of Electrical Engineering, Najafabad Branch, Islamic ‎Azad University, Najafabad, Iran

Mohammad Reza Yousefi

Department of Electrical Engineering, Najafabad Branch, Islamic ‎Azad University, Najafabad, Iran

Neda Behzadfar

Department of Electrical Engineering, Najafabad Branch, Islamic ‎Azad University, Najafabad, Iran