2results about How to "Reduce parameter requirements" patented technology

This invention provides a method and system for designing complex fracture networks in three-dimensional fracturing of shale oil systems. The method includes: first, identifying the original three-dimensional seepage paths of reservoir samples, including natural fractures and pores, using core observation and microscopic identification. Then, using CT and NMR techniques, the number and morphology of fractures are quantitatively characterized and delineated, forming digital characterization units of the pore-fracture network structure. Next, appropriate fracturing processes are selected based on different original fracture matching relationships, including controlled near-to-far expansion, broadband expansion, and pressurized expansion processes. A CO2-based pre-fracturing acid initiation process is added. Finally, based on optimized and reasonable three-dimensional fracturing parameters for the well group, a refined three-dimensional geological model, a geostress model, and a numerical simulation model of the actual well group are established. This three-dimensional fracturing network design method has advantages such as high accuracy, comprehensive parameters, convenience, and ease of operation.

This invention provides a face action recognition method, comprising: acquiring the face key point recognition results of a local face parsing service for a sequence of images to be recognized, wherein the sequence of images to be recognized is obtained by a face image acquisition service based on face action recognition instructions; determining the organ key point sequence corresponding to each target facial organ based on the face key point recognition results, wherein the target facial organs are determined according to the face action recognition instructions; determining the action recognition results corresponding to each target facial organ based on the organ key point sequence; and determining the face action recognition results of the front-end browser based on the action recognition results. Face action recognition can be directly performed in the front-end browser based on the organ key point sequence, reducing server-side computing power. Furthermore, using the organ key point sequence for face action recognition eliminates the need to directly capture temporal dependencies in the sequence of images to be recognized, reducing the parameter requirements of the local face parsing service, thereby reducing development and deployment costs.