5results about How to "Achieve Personalized Control" patented technology

The invention discloses an intelligent wearable robot system based on a multi-modal large model and human-in-the-loop control and an implementation method thereof, an end-edge-cloud collaborative architecture is constructed, a user request is quickly responded through an edge node, high-complexity reasoning and global optimization are carried out by using a cloud large model, and the intelligent wearable robot system based on the multi-modal large model and the human-in-the-loop control is obtained. The end-side equipment exchanges model parameters with the cloud through a secure communication protocol, and realizes data privacy protection in combination with federated learning and differential privacy; localization processing and safe transmission of sensitive data are achieved, the global intelligence level is improved through cloud model updating, and the intention recognition accuracy, control precision, interaction naturalness and man-machine cooperation safety can be remarkably improved in various application scenes such as medical rehabilitation, industrial assistance, military operation and daily life assistance. Wide application prospects and practical values are realized.

This invention discloses a personalized control system and method for intelligent exercise equipment, relating to the field of exercise equipment control technology. The method includes: assessing the degree of similarity in physical characteristics between other users and the user to obtain approximate users; acquiring historical records of changes in physical characteristics and historical exercise records of the approximate users, acquiring the user's initial historical exercise records and target physical characteristic data, and analyzing the reference value of the approximate users for the user's exercise to obtain reference users; acquiring historical equipment operation records generated during the use of the intelligent exercise equipment by the reference users, analyzing the impact of the intelligent exercise equipment on the user's exercise effect under different operating states to obtain target operation data; and controlling the operating state of the intelligent exercise equipment based on the target operation data when the user exercises with the intelligent exercise equipment, and providing message prompts to the user.

The application discloses a multi-gear posture memory control method and system for an electric sofa, which comprises five core steps of initial posture calibration and multi-gear division, multi-user independent posture parameter memory, user identity recognition and automatic switching, closed-loop high-precision posture restoration and intelligent learning optimization of use habits; the system comprises a main control module, a posture acquisition module, a multi-channel driving module, a multi-user storage module, a man-machine interaction module, a user recognition module and an intelligent learning module. Through multi-gear scene division, multi-user independent memory, closed-loop PID control and intelligent learning algorithm, the application solves the core problems of single posture memory, low restoration precision, inconvenience for multiple users and lack of adaptive ability of the existing electric sofa, can support multiple custom posture gears and multiple user independent memory spaces, has high posture restoration precision, greatly improves use experience and intelligent level, and is widely applicable to the intelligent control requirements of various electric functional sofas.

This application relates to the field of traditional Chinese medicine massage devices, and discloses a traditional Chinese medicine pediatric massage device, including a massage bed and a moving mechanism for moving the massage structure along the XYZ axes. A switching mechanism for switching different massage modes is installed on one side of the moving mechanism. The switching mechanism includes a geared motor, and the output shaft of the geared motor is connected to a drive gear via a coupling. By selectively energizing an electromagnet in any magnetic coupling structure through a control unit, the friction connection at the bottom of that structure gains power, while the other two mechanisms remain in a free-running, separated state. This structural design allows the same device to freely switch between three completely different traditional Chinese medicine massage techniques—reciprocating acupressure, rotary kneading, and linear reciprocating rubbing—as needed for massage therapy. Compared to existing single rolling massage techniques, this device integrates multiple massage techniques, possessing comprehensive therapeutic capabilities and significantly improving the targeting and clinical efficacy of massage therapy.

The invention discloses a coal face magmatic rock invasion pulse hydraulic fracturing efficient rock crushing control method, and particularly relates to the technical field of coal face control. An interference identification model is constructed based on microseismic event anisotropy ratio and spectrum offset coefficient characteristic parameters, and adaptive regulation and control and operation strategy adjustment of pulse frequency are realized through real-time monitoring and dynamic grading of interference degrees, so that energy accumulation and disaster risks caused by misjudgment are avoided; and meanwhile, a control strategy is continuously optimized based on operation feedback, and the accuracy and adaptability of fracturing response are improved, so that efficient, controllable and safe crack induction and crushing control are realized in a magmatic rock invasion body area, and the coal mining efficiency and the operation safety level are remarkably improved.