Research on auxiliary dialysis equipment control system based on intelligent control algorithm

Aiming at the problems of inconvenient operation in the current dialysis treatment process of patients, manual recording of clinical data, frequent omissions and errors, and inconvenience for clinical application analysis, this paper analyzes the basic functional requirements in dialysis treatment, and designs a system based on The auxiliary dialysis equipment control system based on the FreeRTOS operating system has built a control framework for auxiliary dialysis equipment; the intelligent flow algorithm is introduced, and the Kmeans-SVM algorithm is used for data processing to solve the problem of small blocked flow during the treatment process. Precise treatment data processing ensures the accuracy of treatment data, and realizes intelligent control and real-time monitoring of treatment results. The auxiliary dialysis equipment is used for dialysis treatment. The test results show that the equipment has the advantages of good real-time data acquisition, stable and reliable data processing, etc., and faults can be dealt with in time during the treatment process, reflecting the application value of equipment intelligence.