8results about How to "Simplify workload" patented technology

The application provides a deep learning model security evaluation system and method, comprising the following steps: S1, collecting information of a to-be-tested model and performing pretreatment; S2, testing the to-be-tested model to obtain a test result; the test comprises adversarial attack test, data poisoning robustness test and backdoor trigger reverse test; S3, summarizing all test results and performing analysis to output a final evaluation result. The application provides security analysis for a trainer of a deep learning model, realizes integration of various attack algorithms, including adversarial sample attack, backdoor attack and data poisoning attack, etc., analyzes performances before and after model attack and defense, enables a user to clearly understand performance changes of the user's model under various attack types, and enables the user to comprehensively evaluate the user's model on a unified platform and better grasp security of the model.

The utility model provides heavy gravity type quick open hose plug joint structure belongs to hose plug joint technical field, including fixed pipe and set in the upper fixed frame and lower fixed frame of fixed pipe both sides wall, fixed pipe installs in the end of integral pipe network cleaning system, and one end of fixed pipe is equipped with quick plug joint, and the outer wall of quick plug joint is equipped with sucking flat hose. The utility model, which is provided with the structure, can quickly realize the connection of the hose and the sealing of the pipe network, has better stability than the use of external thread short pipe connection and can be quickly adjusted, can improve the speed in the dismounting process, the length of the self-locking rod can be adjusted through the bolt cooperation adjusting shaft, can adapt to different sizes of sealing seat to seal the pipe network, improves the adaptability of the device, also simplifies the workload of on-site installation and debugging, on the bonding surface of sealing seat and quick plug joint, the sealing gasket plays an important buffering and sealing role, through the fixing mode of locking sheet and gasket cooperation bolt, can ensure that the sealing gasket is uniformly stressed.

The utility model discloses a rotor winding machine in the technical field of rotor processing, which aims at solving the problem of complicated manual coating of rotor colloid and the problem of being not conducive to guaranteeing the uniformity of colloid in the prior art. It comprises a workbench, a bottom die, a first driving device for driving the bottom die to rotate, a top die assembly, a threading mechanism and a sol mechanism are rotatably arranged on the workbench, the bottom die is used for fixing the bottom of the rotor, the top die assembly comprises a first lifting mechanism and an abutting assembly, the abutting assembly can abut and contact the top of the rotor, the threading mechanism and the sol mechanism are fixedly arranged oppositely and are both fixedly arranged on the output end of a second lifting mechanism, the sol mechanism has a hollow tube structure and the inside of the hollow tube structure is filled with a gelatinous substance, and the threading mechanism is used for threading the glass fiber through the hollow tube structure of the sol mechanism. The utility model is used for automatically adhering resin material on the surface of the rotor in the rotor winding work, and manual coating is not needed, which is more conducive to guaranteeing the quality of the rotor.

The application relates to the technical field of oil exploration and development, and discloses a stratum blockage identification method and device based on oil and gas reservoir numerical simulation automatic history matching, which comprises the following steps: firstly, a three-dimensional numerical model of an oil and gas reservoir is established; then, dynamic and static characteristic parameters of a production stage of the oil and gas reservoir are used for automatic history matching; in the numerical simulation result, corresponding dynamic and static characteristic parameters of the production stage under the blockage condition are screened to establish a data set; further, a machine learning algorithm is used to establish an agent prediction model, and the data set is used to train the agent model; after the training is completed, the trained model is used to invert and identify main control factors causing the stratum blockage; finally, the main control factors are brought into the three-dimensional numerical model to perform automatic history matching, a non-dominated sorting genetic algorithm is used to optimize the numerical simulation result in a whole solution set space, and finally, an optimal solution set is obtained to identify the stratum blockage. The application can obtain a relatively accurate stratum blockage prediction result and greatly simplify the workload.

This utility model discloses a rapid equipment calibration fixture, including a main support frame, an auxiliary support frame, and several test probes. The main support frame is fixedly connected to the test and calibration equipment via a quick-connect mechanism. The auxiliary support frame is fixedly installed on one side of the main support frame. The test probes pass through the main support frame and the auxiliary support frame and are installed on the auxiliary support frame. The test probes are used to connect to the connection port of the equipment to be tested and calibrated. The fixture has a simple overall structure, allowing for quick assembly and disassembly. It is also convenient to assemble and use, greatly simplifying the workload of operators. In actual use, operators only need to install the fixture onto the equipment to be tested and calibrated, eliminating the need for repeated wiring, significantly shortening working time, improving work efficiency, and reducing labor costs.

This disclosure provides a full-scenario MOCK processing method, apparatus, electronic device, and storage medium. First, MOCK recording is initiated, with a recording engine intercepting and recording the entire process of requests to the target service. The recording information obtained by the recording engine is then output online by the recording server. Next, after obtaining the Wiremock mappings file, response template file, and response replacement rule file based on the recorded information, a Wiremock service for the MOCK management platform can be started based on these files. Furthermore, the MOCK management platform processes the Wiremock service in a configured operating mode, including either a normal mode or a microservice mode. Based on this invention, a full-scenario MOCK solution is achieved using Wiremock + MOCK recording + MOCK management platform.

The utility model discloses a detachable number tube box relates to cable replacement technical field, including symmetrical arrangement's lower number box unit and upper number box unit, and the lower number box unit and upper number box unit cooperation constitute the cable through -hole for placing cable, and the lower number box unit and upper number box unit both sides pass through detachable connecting piece locking, be provided with the label placement part for placing label paper on the lower number box unit and / or upper number box unit, and the label placement part is outward provided with protective cover, when needing to replace cable, the lower number box unit and upper number box unit are opened, can, can dispense with the cable manufacturing procedure caused by number tube replacement, greatly degree simplifies the workload of replacing number tube, improves the work efficiency of staff replacing number tube.

This invention discloses a dual-tunnel shared jet ventilation unit, comprising a housing and a control cabinet. The left side of the housing is located in the left tunnel, and the right side is located in the right tunnel. The housing contains a fan section, ductwork, an electric sliding rail, and supply / exhaust vents. Both the left and right tunnels are equipped with segmented ductwork and supply / exhaust vents located on the front and rear sides. The fan section includes a bidirectional jet fan and a fan housing. The fan housing has detachable purification units installed at its duct openings. The fan section is mounted on an electric sliding rail arranged laterally along the tunnel. Driven by the electric sliding rail, the fan section can move to the duct segment position in either the left or right tunnel to connect, and supply or exhaust air is provided through the supply / exhaust vents on the front and rear sides. This invention, by mounting the fan section on an electric sliding rail, allows for flexible movement between the left and right tunnels, achieving ventilation and smoke extraction for dual-tunnel setups with a single device.