5results about How to "Reduce calculation bias" patented technology

The present application relates to the offshore wind power engineering field, disclose a kind of considering time-space effect's wind power pile foundation scour duration prediction method, comprising: obtaining target sea area environmental parameter and pile foundation basic parameter, calculate hydrodynamics parameter and limit equilibrium scour depth;According to the law of conservation of sediment volume and space net flux, a time-space evolution model is established;Using historical scour measured data to calibrate the undetermined coefficient in the model;Based on the calibrated model, the characteristic time scale is calculated, and the duration prediction chart of the continuous change of scour depth with time is output;The final scour depth at the end of service is compared with the safety depth threshold determined according to the stress state, and the early warning is output.The present application establishes an evolution model by combining the physical mechanism of sediment and calibrates the parameters using in-situ measured data, which improves the rigor and accuracy of the prediction, and also relates to the actual anti-overturning index of pile foundation, providing quantitative engineering basis for the structural safety evaluation and protection design of offshore wind farm.

This application provides a method and apparatus for determining blood flow velocity in a blood vessel, comprising: acquiring an initial contrast image and a target contrast image after injecting a contrast agent; comparing the initial contrast image and the target contrast image to determine the length of the blood vessel through which the contrast agent flows; determining the uniformity of the contrast agent in the main vessel region and / or the visualization of microvessels in the background region of the target contrast image based on the contrast agent concentration in the target contrast image; correcting the blood vessel length based on the uniformity of the contrast agent and / or the visualization of microvessels to obtain a corrected blood vessel length; and determining the blood flow velocity based on the corrected blood vessel length. This reduces calculation errors caused by the imaging angle of the contrast image, the shape of the blood vessel, or blood vessel bifurcation, thereby improving the accuracy of blood flow velocity assessment.

The application discloses a multi-agent material calculation consistency calibration method, belonging to the cross field of material science, artificial intelligence and computational physics. The method adopts a master-slave structure multi-agent system, containing one master agent and at least three slave agents. The master agent is responsible for overall coordination, embedding physical mechanism constraints, consistency calibration and output results. The method steps are: constructing a calculation system, introducing physical mechanism constraints and embedding slave agent calculation models, collecting calculation data, performing bias analysis, adjusting parameters or correcting results through iterative calibration, and finally verifying and outputting the final results. The application introduces physical mechanism constraints, combines bias analysis and iterative calibration, and solves the problems of poor consistency of existing multi-agent material calculation results and easy violation of physical laws. Experiments show that the method reduces the deviation of the calculation results and the experimental measured values to below 3%, improves the calibration efficiency by more than 40%, and improves the calculation accuracy by more than 35% compared with the prior art, thereby improving the accuracy and engineering practicability of high-throughput calculation of material performance.

This invention relates to the field of image data processing technology and discloses a real-time generation, comparison, and tracing method for document handwriting for forensic identification. The method involves performing a two-dimensional optical scan of the sample to be identified, calculating the paper-based fiber topology matrix; performing physical medium classification and calculating the microscopic spatial quantization feature sequence; calling a multi-state physical model for inverse mapping to reconstruct instantaneous velocity and acceleration time-series signals; performing frequency domain analysis on the acceleration time-series signals to extract biological tremors and mechanical harmonic energy to calculate the initial screening judgment factor and locate the core physical frequency of vibration; combining the core frequency to extract the actual spatial physical resonance component and generate a theoretical vibration waveform; performing a space-frequency dual-domain closed-loop verification to obtain the maximum phase cross-correlation coefficient; and finally, combining the judgment factor and cross-correlation coefficient to perform logical judgment and output the identification conclusion and parameters of the forged device. This invention can effectively distinguish between genuine handwriting and high-precision mechanical imitation, achieving accurate tracing of handwriting evidence.

The application provides a method, device, equipment, medium and product for predicting the adsorption amount of coal bed methane under water-containing conditions, and relates to the technical field of oil and gas field development. The method comprises the following steps: determining the actual water saturation of each pore diameter in a target coal sample based on the pore structure characteristic data of the target coal sample and the nuclear magnetic signal amplitudes of the target coal sample under multiple different water-containing conditions; determining the length of methane occupying in the pores corresponding to each pore diameter in the target coal sample based on the actual water saturation of each pore diameter in the target coal sample; calculating the total volume of methane adsorption and the total surface area of methane adsorption; and determining the total adsorption amount of methane of the target coal sample under the actual water saturation based on the total volume of methane adsorption and the total surface area of methane adsorption. The method of the application fully considers the influence of the water saturation in the coal bed on the adsorption amount of methane, and combines different adsorption modes of methane in the pores, so that the predicted adsorption amount of methane is more accurate.