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39results about How to "Avoid multiple solutions" patented technology

Face super-resolution reconstruction method based on K-neighboring re-recognition

The invention discloses a face super-resolution reconstruction method based on K-neighboring re-recognition, the method comprises the following steps: respectively dividing a to-be-reconstructed low-resolution face image and sample images in a high-resolution training set and a low-resolution training set into overlapped image blocks, for the image blocks of the to-be-reconstructed low-resolution face image, according to the priority that geometrical information with high-resolution manifold is relatively credible and relatively representative, updating the recognized neighboring image by using geometrical information with low-resolution manifold and the high-resolution manifold, computing an optimal weight coefficient when the re-recognized neighboring image blocks are used for linear reconstruction, replacing the re-recognized neighboring image blocks by using one-to-one corresponding position image blocks of corresponding images in a high-resolution training set, weighting to synthesize the high-resolution image block, fusing as the high-resolution face image according to the position of a synthesized image on the face. The method has the relatively high reconstruction precision and reconstruction efficiency, and can be used for reconstructing high-quality face image.
Owner:WUHAN UNIV

Dielectric constant microwave measurement of dielectric medium

The invention discloses a dielectric constant microwave measurement of a dielectric medium. The measurement device comprises a mixed ring with a slot-line structure. The mixed ring comprises an input port, an isolation port and two same-phase output ports. Parts of 1 / 4 wavelength of the mixed ring are slot lines. Symmetrical coplanar waveguide transmission lines are adopted in the input port and the same-phase output ports. Multiple array branches are symmetrically loaded on a middle guide band between the same-phase output ports. The array branches are formed by coplanar waveguide transmission lines of open-circuit type terminals. Two signal transmission branches are formed from the input port to the same-phase output ports of the open-circuit type terminals. A plastic pipe used for containing to-be-measured solution is arranged on one of the signal transmission branches on one side. The slot lines are adopted on the isolation port. A Balun which shares the panel with the slot lines is manufactured by use of the etching technology, so balance / unbalance signal conversion is finished. According to the invention, dual-port measurement is achieved, so a problem of multiple solutions can be avoided and the measurement results of the dielectric constants can be quite precise and reliable.
Owner:HENAN NORMAL UNIV

Rapid fault diagnosis method used for microgrid

The invention discloses a rapid fault diagnosis method used for a microgrid, which adopts a mode of step-by-step diagnosis and comprises the following steps that firstly, primary diagnosis is carried out by utilizing the switch information of a network, i.e. newly added passive sub-networks are judged as fault regions and fault elements according to the difference of before and after topology analysis results of faults, and for simple faults, a unique fault region and fault element can be determined. For complicated faults, a plurality of suspected fault solutions can be possibly presented in the result of the primary diagnosis of the switch information. At this moment, a second-step diagnosis is entered, and the diagnosis is carried out by utilizing the protection information of the network. A new target function is established in protection information diagnosis by utilizing the protection information of the elements; the fault diagnosis problem of the microgrid is expressed as the 0-1 integer programming problem; a genetic algorithm and tabu search mixed strategy is introduced to solve the target function; and the fault elements are determined by the optimal solution. The invention can effectively improve the fault diagnosis efficiency, reduces the time of fault diagnosis and improves the fault diagnosis quality.
Owner:HUAZHONG UNIV OF SCI & TECH

Intelligent power generation control method of virtual wolf cluster control strategy under island intelligent power distribution network

The intelligent power generation control method of a virtual wolf cluster control strategy under an island intelligent power distribution network comprises steps of determining a state discrete set S,determining a combined motion discrete set A, obtaining value function errors Rhok,Mk, updating all Q function tables and time a tunnel matrix e (sk,ak) which correspond to all state-motions (s,a), updating Q values and updating a mixed strategy pi(s<k>, a<k>) under the current state s, updating a tunnel element e (s<k>, a<k>), selecting a variable learning rate phi, and updating a decision change rate delta (s<k>, a<k>) and a decision space estimation slope delta2(sk, ak) according to a function, outputting a total power reference value delta P sigma and using a consistency algorithm and calculating unit regulation power delta PGi. The intelligent power generation control method of the virtual wolf cluster control strategy under the island intelligent power distribution can solve multi-solution problem produced by a large scale surge of multiple intelligent objects, can solve a random disturbance problem caused by large scale access of new energy and realizes coordinated control andoptimization of a multi-layer distributed control system.
Owner:CHINA THREE GORGES UNIV

Coplanar waveguide/slot line type based mini change detector for dielectric property of fluid

The invention discloses a coplanar waveguide/slot line type based mini change detector for a dielectric property of a fluid. The detector comprises two coplanar waveguide-slot line mixed ring couplers, a coplanar waveguide-slot line balun is connected between an input port of the first mixed ring coupler and a first 1/4 annular slot line, a sector-shaped radiating surface is loaded in the tail end of a coplanar waveguide transmission line of an isolation port of the first 1/4 annular slot line, two balancing ports of the first 1/4 annular slot line are in 180-degree anti-phase output, and the tail ends of the balancing ports are connected to coplanar waveguide-slot line back-to-back baluns respectively; an isolation port of a second 1/4 annular slot line includes a slot line, a sector-shaped radiating surface is loaded in the tail end of the isolation port of the second 1/4 annular slot line, two balancing ports of the second 1/4 annular slot line are in same-phase output, and the tail ends of the balancing ports are connected to coplanar waveguide-slot line back-to-back baluns respectively; and the balancing ports of the two mixed ring couplers are connected via a slot line segment, and a microfluid channel is arranged in the slot line segment. The detector is high in sensitivity and wide in bandwidth, and a detection method is simple and easy to integrate.
Owner:HENAN NORMAL UNIV

Vector method-based method for setting parameter of fractional order PI lambda controller

The invention relates to a vector method-based method for setting the parameter of a fractional order PI lambda controller and belongs to the technical field of frictional order automatic control. The method comprises the steps of writing a controlled object into a controlled object vector mode by combining the mathematical model transfer function of a given controlled object system, writing a performance index vector mode, utilizing a correcting vector L to correct the controlled object vector P to achieve the performance index vector G, and solving the transfer function of the controller, wherein the correcting vector and a controller vector form a triangle in a complex plane. The vector method-based method for setting the parameter of the fractional order PI lambda controller has the advantages that the calculation amount is reduced, and the setting process is simple and easy to understand. When the controlled object is changed, people can mechanically apply the subsequent formula by only computing the module value, the phase angle and the angle speed of the controlled object, so the process of repeated equation derivation is reduced, and the multi-solution problem existing in the matlab (matrix laboratory) solving is solved.
Owner:CHANGCHUN UNIV OF SCI & TECH

Dielectric characteristic detection device for electric small-scale samples based on near zero transmission

The invention discloses a dielectric characteristic detection device for electric small-scale samples based on near zero transmission. The dielectric characteristic detection device is an asymmetric three-port network, and specifically includes a bottom metal layer, an intermediate dielectric layer and an upper metal strip. The upper metal strip includes a micro-strip Wilkinson power divider, a 90-degree 3dB branch line coupler, two branches, and electric field enhancement stubs loaded on the two branches. The two electric field enhancement stubs constitute the test and reference areas of thedielectric characteristic detection device, and micro fluid passages are loaded in the test and reference areas respectively. When the two micro fluid passages are loaded with the same sample or the device is in a no-load state, the dielectric characteristic detection device will be in a symmetrical balance state, and there will be two transmission zeros. When there is a small difference between the samples loaded by the micro fluid passages, the transmission zero of the dielectric characteristic detection device will change. The device of the invention has the advantages of convenient use, low price and easy integration.
Owner:HENAN NORMAL UNIV

Face super-resolution reconstruction method based on k-nearest neighbor re-identification

The invention discloses a face super-resolution reconstruction method based on K-neighboring re-recognition, the method comprises the following steps: respectively dividing a to-be-reconstructed low-resolution face image and sample images in a high-resolution training set and a low-resolution training set into overlapped image blocks, for the image blocks of the to-be-reconstructed low-resolution face image, according to the priority that geometrical information with high-resolution manifold is relatively credible and relatively representative, updating the recognized neighboring image by using geometrical information with low-resolution manifold and the high-resolution manifold, computing an optimal weight coefficient when the re-recognized neighboring image blocks are used for linear reconstruction, replacing the re-recognized neighboring image blocks by using one-to-one corresponding position image blocks of corresponding images in a high-resolution training set, weighting to synthesize the high-resolution image block, fusing as the high-resolution face image according to the position of a synthesized image on the face. The method has the relatively high reconstruction precision and reconstruction efficiency, and can be used for reconstructing high-quality face image.
Owner:WUHAN UNIV

Sewage pipe network hydraulic model building method based on three-dimensional geographic information

The invention belongs to the field of municipal engineering urban sewage pipe networks, and provides a three-dimensional geographic information-based sewage pipe network hydraulic model establishment method, which comprises the following steps of: collecting a physical corresponding relationship between each inspection well node of a sewage pipe network and surrounding buildings through three-dimensional geographic information; estimating the population as prior information according to the corresponding relation, determining a total inflow time sequence of all inspection well nodes in the area by using an optimization algorithm based on the population proportion, and performing optimization calculation on the flow fluctuation coefficient of each inspection well node so as to determine the inflow time sequence of each inspection well node. The accurate establishment of a hydraulic model of the sewage pipe network is realized.the invention provides a method for replacing sewage pipe length/catchment area data with population data to serve as prior information of sewage pipe network flow checking, and the problem of multiple solutions generally existing in an existing simulation technology of the sewage pipe network is more reasonably solved. The check result of the flow of the sewage pipe network is more accurate in the absence of enough monitoring data.
Owner:ZHEJIANG UNIV

Single far field type deep learning wavefront restoration method based on four-quadrant discrete phase modulation

The invention discloses a single far field type deep learning wavefront restoration method based on four-quadrant discrete phase modulation. Deep learning can perform self-extraction of image deep features, has strong nonlinear fitting capability, and can be used for the fitting mapping of far-field light intensity distribution to wavefront aberration information. In Fourier optics, the far-fieldlight intensity distribution is equal to modulus square of incident wavefront complex amplitude Fourier transform, and the single far-field light intensity distribution can correspond to a plurality of different incident wavefronts. In supervised learning, equivalently, one sample corresponds to multiple tags, and the mapping is ill-conditioned state mapping. A focal plane wavefront recovery sensor which is simple in structure, high in light energy utilization rate, good in real-time performance and high in recovery precision is designed, four-quadrant discrete phase modulation is introduced,and the multi-solution problem that a single far field corresponds to multiple incident wavefronts in wavefront recovery is solved; and the mapping relationship between the modulated far-field light intensity distribution and the incident wavefront is accurately fitted by using deep learning, so that high-precision rapid wavefront restoration of a single-frame focal plane light intensity image isrealized.
Owner:INST OF OPTICS & ELECTRONICS - CHINESE ACAD OF SCI

Fast Calculation Method of Power Grid Equivalent Parameters Based on Nonlinear Variable Substitution

The present invention provides a power network equivalent parameter fast calculation method based on nonlinear variable substitution. The method comprises the following steps of: step 1, acquiring generator voltage values of four different active and reactive power outputs of a target power generator. step 2, substituting data of the four different active and reactive power outputs into a single-machine infinite-bus system circuit formula to obtain simultaneous nonlinear equations; step 3, performing variable substitution on the formula obtained in the step 2, and converting the nonlinear equations into linear equations; step 4, solving the linear equations obtained in the step 3 to obtain the value of an intermediate variable; and step 5, obtaining system equivalent impedance and equivalent voltage by the obtained value of the intermediate variable. According to the power network equivalent parameter fast calculation method based on the nonlinear variable substitution disclosed by the present invention, the equivalent voltage and impedance can be obtained by quartic power flow calculation, and the solving of the nonlinear equations is avoided by the nonlinear variable substitution, so that the computational complexity is greatly lowered and the computational amount is reduced; and the method has the characteristics of high calculation speed, high accuracy, easiness for application and the like.
Owner:STATE GRID CORP OF CHINA +1

Parameter Tuning Method of Fractional Order piλ Controller Based on Vector Method

The invention relates to a vector method-based method for setting the parameter of a fractional order PI lambda controller and belongs to the technical field of frictional order automatic control. The method comprises the steps of writing a controlled object into a controlled object vector mode by combining the mathematical model transfer function of a given controlled object system, writing a performance index vector mode, utilizing a correcting vector L to correct the controlled object vector P to achieve the performance index vector G, and solving the transfer function of the controller, wherein the correcting vector and a controller vector form a triangle in a complex plane. The vector method-based method for setting the parameter of the fractional order PI lambda controller has the advantages that the calculation amount is reduced, and the setting process is simple and easy to understand. When the controlled object is changed, people can mechanically apply the subsequent formula by only computing the module value, the phase angle and the angle speed of the controlled object, so the process of repeated equation derivation is reduced, and the multi-solution problem existing in the matlab (matrix laboratory) solving is solved.
Owner:CHANGCHUN UNIV OF SCI & TECH
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