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94 results about "Up scaling" patented technology

Our definition of scaling up. Deliberate efforts to increase the impact of innovations successfully tested ​in pilot or experimental projects so as to benefit more people and to foster policy and program development on a lasting basis. Scaling up typically requires systematic guided efforts to achieve success.

Single-image super-resolution reconstruction method based on deep residual network

The invention discloses a single-image super-resolution reconstruction method based on a deep residual network. The method of the invention mainly comprises a first step of performing block extraction and pixel averaging processing on an image in a sample image database to obtain a corresponding high resolution and low resolution training image sets; a second step of constructing a deep convolutional neutral network with a residual structure for iterative training, and then inputting the training set obtained in the first step to the neural network constructed in the second step for iterative training; and a third step of according to a data model obtained by training, realizing the continuous up-scaling of the input low resolution image through the combination of iterative operation and an interpolation algorithm. By introducing a deep residual network and introducing an upsampling layer at the end of the network, the method of the invention accelerates the processing speed of the image up-scaling, enhances the display effect of the image details, obtains a better image super-resolution reconstruction effect, and has a wide range of applications in the image high definition display, image compression, security checks and other fields.
Owner:TSINGHUA UNIV

Wind power plant group wind speed distribution prediction method based on correlation analysis

The invention relates to a wind power plant group wind speed distribution prediction method based on correlation analysis and belongs to the field of electric power system operation and control. A wind power plant group correlation area division method based on a correction experience variation function is given with a space down-scaling thought, and a wind power plant group is divided into a plurality of correlation areas; on the basis, a space up-scaling thought is adopted, an experience accumulation distribution function is used, correlations between reference wind power plants and target wind power plants in the correlation areas are considered, and wind speeds of the target wind power plants are calculated by the aid of wind speeds of the reference wind power plants, and finally, wind speed curves of all the wind power plants in the wind power plant group are obtained. Therefore, the method has the advantages as follows: (1) the effect caused by the time delay factor is introduced, characteristics of the wind power plant group during actual operation are more conformed, and the prediction effect is better; (2) wind speed distribution of all the wind power plants in the wind power plant group can be effectively described with the space down-scaling and up-scaling thoughts.
Owner:WUHAN UNIV +2

Temperature-strain integrated measuring method in high-temperature tension test

A temperature-strain integrated measuring method in high-temperature tension test comprises the following steps: 1) establishing a relation between gray scale and temperature; 2) in the calibration stage: (1) heating material to be detected, collecting temperature change data of points to be measured by a two-color thermometer, and collecting image data simultaneously by an industrial camera; (2) converting the image data into a grey-scale map in a computer and extracting the grey level of the tested points; (3) fitting a formula according to the gray level data and the temperature data; and (4) determining parameters A and B; and 3) in the measuring stage: (1) extracting initial coordinates and initial grayscale characteristics of two mark points in an initial grey-scale map; and (2) converting the grey-scale map into a temperature map according to the relation between gray scale and temperature and the parameters A and B obtained in the calibration stage, so that full-field temperature can be obtained in real time. Meanwhile, by utilizing the initial grayscale characteristics of the two mark points and through an initial scale distance L and a follow-up scale distance L', scale distance change delta L can be obtained, thereby obtaining axial strain delta L/L. Through the utilization of the two-color thermometer and the high-resolution industrial camera, both high-precision full-field high temperature measurement and high-precision strain measurement are realized.
Owner:CHONGQING UNIV
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