11results about How to "Improve analytical precision" patented technology

The invention provides an expression data preprocessing method, device and system and a storage medium, and relates to the technical field of space-time omics. The expression data preprocessing method comprises the following steps: obtaining sequencing data based on a space-time group technology, and obtaining a gene expression matrix according to the sequencing data; carrying out dimension reduction processing to obtain a cell population; determining a differential gene list among the cell populations, and constructing a gene set expression matrix; and converting the gene set expression matrix into contribution degrees, and constructing a gene contribution degree matrix. According to the method, cell grouping and gene screening technologies are applied, a gene set expression matrix is accurately converted, matrix dimensionality reduction is remarkably achieved, similar feature gene sets are more aggregated, some potential valuable features are reserved as far as possible, the analysis accuracy is improved, the use efficiency of computing resources is optimized, and the method is suitable for large-scale popularization and application. And a more reliable and efficient research way is provided for scientific researchers.

The invention provides an emergency call method, system and device for a user in an abnormal state, and the method comprises the steps: obtaining the body detection information, behavior detection information and positioning change information of a patient, recognizing the current body state and current behavior information of the patient, and based on the current behavior information of the patient, carrying out the recognition of the current behavior information of the patient through a form recognition network, analyzing the critical behavior information of the patient; analyzing positioning abnormal information of the patient based on the positioning change information of the patient, and identifying a current abnormal state of the patient through an abnormal state analysis network based on the current physical state of the patient, the critical behavior information of the patient and the positioning abnormal information of the patient; and based on the current abnormal state of the patient, generating abnormal distress call information of the patient, and sending the abnormal distress call information to a medical staff client. By adopting the scheme, the medical staff contact efficiency can be improved when the patient is in the sudden abnormal state.

The invention discloses a plant root system in-situ observation device and an observation method. The observation device comprises a plant cultivation box, a video camera, a camera and an upper computer, the camera photographs the plant root system of the cultivated plant in the plant cultivation box at a specified period, the camera uploads the photographed picture into the upper computer, and the plant root system analysis software analyzes the image of the plant root system acquired by the camera to obtain the growth trend of the plant root system in the plant cultivation box; the camera shoots the root system of the cultivated plant in the plant cultivation box in a specified plant root system growth trend range of the cultivated plant in the plant cultivation box obtained by the upper computer according to the camera to obtain a dynamic video image of the root system of the plant; and plant root system analysis software in the upper computer analyzes the growth trend of the plant root system. In the scheme, the plant root system image of the cultivated plant is acquired by using the camera to assist the camera, dynamic observation of the plant root system of the cultivated plant is realized, and the observation accuracy of the plant root system is improved.

The application provides a transmission high-low temperature cycle endurance test method and system, which comprises the following steps: collecting basic parameters, key parameters and implicit parameters of the transmission at a physical layer through a dual-mode sensing unit, mapping a physical test state through a digital twin model at a virtual layer to generate a virtual sensing feature set, and corresponding integration into a dual-mode sensing feature tensor; calculating a dynamic adaptation degree between a test requirement feature matrix and the dual-mode sensing feature tensor in real time through a preset multi-field coupling feature discriminator, generating a three-dimensional composite feature map based on the dynamic adaptation degree; constructing a virtual-real linkage adaptive test framework according to the three-dimensional composite feature map; extracting target data from the dual-mode sensing data and the test requirement document and filling it into the corresponding analysis sub-column, synchronously passing through the coupling correlation path in the three-dimensional composite feature map to complete the corresponding endurance test. The application can comprehensively and accurately complete the endurance test, and the test efficiency is improved.

The invention relates to a simulation identification method and device for a building electrical load and computer equipment. The method comprises the following steps: acquiring historical power consumption data and building group power consumption structure information of a target building group, and splitting the building power consumption structure information and sub historical power consumption data of each building structure type; constructing a power consumption prediction model of each building structure type; identifying each electrical load change feature of each building structure type, and a change corresponding relationship between the sub-building electrical structure information of each building structure type and the electrical load change feature; and on the basis of the change corresponding relationship, through the power consumption prediction model and the power consumption structure change strategy of each building structure type, simulating the power consumption process of each building structure type, and obtaining simulated power consumption load information of each building structure type, thereby determining each piece of predicted power consumption load information of the target building group. By adopting the method, the electrical load analysis accuracy of different building structures can be improved.

The invention discloses a logistics simulation optimization method, and belongs to the technical field of intelligent manufacturing and logistics optimization. By constructing a digital model, logistics data and equipment operation data are accurately collected and preprocessed, and a simulation model is constructed by using professional simulation software. And identifying a logistics bottleneck and an equipment bottleneck in the battery cell production line based on a simulation result, then proposing a targeted simulation optimization scheme, and realizing continuous optimization of the production line through virtual verification and actual application feedback. According to the invention, the bottleneck station can be accurately identified, the battery cell production logistics efficiency and the equipment utilization rate are effectively improved, the cost is reduced, and scientific and technical support is provided for battery cell production logistics management of a digital factory.

The present application belongs to the technical field of oil and gas medium detection, and provides a self-calibration real-time accurate detection method and system for multiphase flow medium in an oil and gas pipeline. The method comprises: immersing a detection transmission line and a T4R calibration piece into the same detection environment; performing fluid dielectric constant inversion to obtain a dielectric constant inversion result, which is used for component analysis; and using an optimized frequency diversity sensing method to realize accurate positioning of foreign matters in the pipeline. The system comprises a calibration and sensing unit and a signal processing and control unit. The present application calibrates the measurement data of the detection transmission line and the offset reflection calibration piece by introducing a T4R calibration method, uses the calibrated measurement data of the detection transmission line and the offset reflection calibration piece for dielectric inversion, analyzes the fluid components, and the component analysis accuracy and stability are better; the calibrated measurement data of the detection transmission line is used to improve the frequency diversity sensing method, so that the dependence on prior information is eliminated, and foreign matter positioning in a packaged scene is realized.

The invention provides a cardiopulmonary resuscitation monitoring guidance method and system, and the method comprises the steps: obtaining the current detection information, body data, current cardiopulmonary resuscitation modes and current cardiopulmonary resuscitation monitoring information of each detection type of a patient, and recognizing an applicable cardiopulmonary resuscitation strategy of the patient; identifying the cardiopulmonary resuscitation degree and the current cardiopulmonary resuscitation effect Based on the suitable cardiopulmonary resuscitation strategy and the current cardiopulmonary resuscitation effect of the patient, current cardiopulmonary resuscitation mode guiding information of the patient is obtained through adjustment, and based on the cardiopulmonary resuscitation degree of the patient and the current cardiopulmonary resuscitation mode guiding information, the current target cardiopulmonary resuscitation guiding process of the patient is recognized; the current target cardio-pulmonary resuscitation guiding process is used for guiding cardio-pulmonary resuscitation to a worker through a guiding transmission unit of cardio-pulmonary resuscitation equipment, and the steps are iterated until the cardio-pulmonary resuscitation task of the patient is completed. By adopting the scheme, the effect recognition accuracy of the cardio-pulmonary resuscitation effect can be improved.

The invention provides an electronic probe analysis method for testing trace elements in extraterrestrial zircon. The method comprises the following steps: S1, selecting a zircon standard sample; s2, performing component uniformity verification on the zircon standard sample, and selecting a monitoring standard sample; s3, comparing an electronic probe test result for monitoring the content of the trace elements in the standard sample with an LA-ICP-MS test result, and adjusting, optimizing and determining test conditions of the electronic probe for testing the trace elements in extraterrestrial zircon; and S4, testing the content of the trace elements in the extraterrestrial zircon by using the test conditions determined in the step S3. According to the method, the element detection limit is innovatively reduced, the analysis accuracy of trace elements is improved, and the advantages of high spatial resolution and nondestructive analysis of an electronic probe analysis technology are highlighted. The device and the method not only can be used for testing trace elements of zircon in Chang'e 6 oblique long rock with high precision, but also can be applied to main trace element analysis of fine zircon in earth, Mars and meteorite samples.

The present invention relates to the field of ultrasonic detection technology, and specifically to a performance testing method, system and device for aluminum alloy pipes. The method performs waveform anomaly analysis on the ultrasonic reflection waveform diagram of each sampling point to obtain the waveform anomaly degree, and based on the waveform anomaly degree of the vertical incident angle, combined with the change degree of the waveform anomaly degree of multiple oblique incident angles, obtains the ultrasonic anomaly index of each sampling point position, and screens out suspected defect points; through the abnormal approximation between multiple oblique incident angles at the suspected defect point, the extension range of the defect is determined, and the performance impact is obtained based on the extension range and the ultrasonic anomaly index. The present invention combines multiple oblique incident angles to analyze abnormal conditions, determine more accurate defect abnormal positions and extension ranges, improve the analysis accuracy of ultrasonic flaw detection, and make performance test results more reliable.

This application discloses an automated testing method and apparatus. The method includes: executing a first business test script in an automated test suite; stopping the execution of subsequent steps of the first business test script when any step in the first business test script reports an error; traversing scripts corresponding to execution scenarios according to a preset order to determine the execution scenario corresponding to the error code; when the execution scenario corresponding to the error code is determined to be the first execution scenario, determining the problem type in the first execution scenario, and performing corresponding processing based on the determination result. This embodiment eliminates reliance on background logs, improves the accuracy of problem analysis, and greatly ensures the robustness of the test suite.