3results about How to "Avoid thermal damage" patented technology

The present application relates to the technical field of automatic cutting equipment control, and discloses a cutting control method and system for an automatic cutting bubble press, the method comprising collecting resistance data and material surface signals by a sensor array, determining material hardness and toughness through sensor fusion and neural network after synchronous denoising processing, calculating depth adjustment increment in combination with cutter parameters when exceeding the limit, optimizing cutting speed in combination with thermal and cutting force parameters through synchronous simulation, forming a comprehensive scheme, feeding back evaluation accuracy, optimizing physical properties when not meeting the standard, and iteratively determining final parameters to realize stable cutting. The method can adapt to material characteristic fluctuations in real time, suppress thermal and cutting force abnormalities, improve cutting stability and accuracy, reduce waste rate and cutter wear, and ensure consistency and production efficiency of complex material processing.

This invention relates to the field of graphene processing technology, and more particularly to a method for low-temperature microwave exfoliation of graphene powder, comprising the following steps: dispersing natural graphite powder or expandable graphite in a solvent, wherein the solvent is selected from one of N-methylpyrrolidone, dimethyl sulfoxide, or a mixture of water and surfactant, and the mass concentration of graphite in the dispersion is 1-50 g·L. ‑1 The dispersion is pre-dispersed according to parameters determined by the optimized model, including but not limited to stirring power, ultrasonic power, and pre-dispersion time. The treated dispersion is then placed in a controllable power microwave reactor, and microwave energy is applied in pulses. The microwave power, pulse width, and number of cycles are determined according to equipment capacity and temperature control constraints. In this invention, by combining low-temperature pulsed microwaves with model-optimized pre-dispersion, graphite agglomerates are effectively reduced, thermal damage and structural defects are suppressed under controlled energy consumption and shear conditions, thereby improving the exfoliation efficiency and powder uniformity of monolayer and few-layer graphene.