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63results about How to "Achieve correction" patented technology

Multi-modal fusion fact verification method and system for reducing large model medical illusion

The invention discloses a multi-modal fusion fact verification method and system for reducing large model medical illusion. The method comprises the following steps: constructing a high-quality multi-modal medical data set; a fusion feature is obtained on the basis of a multi-mode Transform architecture; constructing a fact verification module, executing four verification steps, including semantic layer verification, logic layer verification, evidence layer verification and time sequence layer verification, on the basis of the fact verification module and the fusion features, endowing the preprocessed multi-modal medical data and each verification step with a dynamic confidence score, and determining whether the multi-modal medical data and the verification steps are matched or not on the basis of the confidence score and a preset threshold value. And medical illusion is corrected. According to the invention, cross validation and fact verification of multi-modal data are carried out, and a multi-level and all-around hallucination detection and correction system is constructed, so that the hallucination rate of a large model in the medical field is reduced fundamentally.
Owner:SHAN DONG MSUN HEALTH TECH GRP CO LTD

Fabric corner falling correction device and weft straightener

The utility model relates to the field of fabric correction, in particular to a fabric corner falling correction device and a weft straightener. The fabric corner falling correction device comprises a multi-section roller and at least one corner lifting assembly, the multi-section roller is used for supporting running fabric, the middle portion of the multi-section roller is a long roller face, the two ends of the multi-section roller are each provided with a plurality of short roller faces, and the short roller faces are arranged to be capable of passively and independently rotating; the corner lifting assembly is used for tightly pressing the side edge of the side where the corner of the fabric is located on the corresponding short roller face when the corner of the fabric is lost, and driving the corresponding side edge of the fabric to move at the linear speed different from the running speed of the fabric so as to correct the lost edge. The utility model can realize fabric corner loss correction and eliminate the defect of corner loss.
Owner:CHANGZHOU HONGDA INTELLIGENCE TECHNOLOGY CO LTD +1

A long focal length industrial lens

ActiveCN121115244BHas positive powerReasonable sharing
The application discloses a long-focus industrial lens. The long-focus industrial lens is arranged with a first lens group, a diaphragm, a second lens group and a third lens group arranged in sequence along an optical axis from an object plane to an image plane; the first lens group has positive refractive power, the second lens group has negative refractive power, and the third lens group has positive refractive power; and the refractive power of the first lens group, the second lens group and the third lens group is limited to meet a certain proportion range, so that the refractive power can be more reasonably shared, the correction of spherical aberration is facilitated, the incidence angle and the emergence angle of light are reduced without affecting the refractive power of the first lens group, the sagittal aberration is reduced, the correction of field curvature, astigmatism, distortion and chromatic aberration and other aberrations is realized, and finally a long-focus industrial lens scheme with low aberration and high resolution is realized.
Owner:东莞市宇承科技有限公司

Hybrid event and frame sensor processing method and system, computer device and medium

PendingCN122120634ASolve the generalization problemSolve the technical shortcomings of weak explainabilityCMOS sensorOriginal data
The present application relates to the technical field of image sensor calibration, and particularly relates to a processing method and system of a hybrid event and frame sensor, computer equipment and a medium; the method comprises the following steps: acquiring original data of the hybrid event and frame sensor; performing a noise calibration operation on an intensity frame to generate an active pixel sensor noise model and a net intensity signal; performing an event probability coupling operation on an event stream to generate an event visual sensor event probability model; and performing unified collaborative processing on the active pixel sensor noise model and the event visual sensor event probability model to output uniformly calibrated sensor data. In this way, a unified and reproducible cross-modal calibration framework can be provided to solve the technical problems of existing calibration technologies, such as weak physical coupling, insufficient calibration granularity and black box implementation, and to provide a unified, reproducible and high-precision sensor data calibration output for high-speed and high-dynamic-range mobile perception applications.
Owner:HONG KONG UNIV OF SCI & TECH (GUANGZHOU)

Anti-derailing and automatic correction elevator sill guide device

The utility model discloses a kind of anti derailment and automatic correction's elevator sill guiding device, it is related to elevator sill technical field.The utility model a kind of anti derailment and automatic correction's elevator sill guiding device, including sill, the lower end surface of the sill is provided with supporting device, the inside of the supporting device is provided with connecting device, the upper end surface of the supporting device is provided with the correction device that is carried out automatic correction to elevator car door.Supporting device is fixed in elevator shaft inner wall, then the sill is fixedly installed on supporting device, when the single support end of supporting device is loose when using, the overall supporting device can be connected by connecting device, to improve the stability of the overall supporting device when using, to prevent the derailment of the sill when using, the car door sliding on the sill is limited and buffered by correction device when sliding, to realize the correction when the car door is offset when using.
Owner:JIANGSU MALMO ELECTROMECHANICAL TECH CO LTD

A method and system for correcting hydrocarbon content in shale oil and gas formations

This invention provides a method and system for correcting hydrocarbon content in shale oil and gas formations. The method involves dividing the formation into sub-segments based on different core sampling intervals and collecting cores using both pressure-controlled closed core sampling and conventional core sampling methods. Pyrolysis is performed on the collected samples to obtain hydrocarbon content at different temperatures. The relationship curve between hydrocarbon content and total oil content in a single temperature range for pressure-controlled closed core sampling is used as the baseline hydrocarbon content relationship. The relationship curve between hydrocarbon content and total oil content in a single temperature range for conventional core sampling is used as the target hydrocarbon content relationship. The slope of the target hydrocarbon content relationship curve and the baseline hydrocarbon content relationship curve is analyzed to determine the hydrocarbon content requiring correction, and a correction coefficient is determined based on the slope. Therefore, a hydrocarbon content correction calculation model for conventional core sampling in different core segments is determined based on the correction coefficient. This scheme effectively overcomes the problems of high time and manpower consumption and insufficient data accuracy in existing hydrocarbon recovery technologies, achieving reliable hydrocarbon loss correction through simple operation.
Owner:CHINA PETROCHEMICAL CORP +3

A correction device for nuclear power new fuel assembly

The present application relates to nuclear power assembly technical field, specifically to a kind of correction device for nuclear power new fuel assembly, including side base, for being inserted from fuel assembly at any time to correct cross grid, the centering correction mechanism for correcting centricity and perpendicularity, the centering drive mechanism for realizing centricity correction by clamping, passive lifting column is lifted to increase correction range while correcting, lifting switch piece controls lifting direction so that lifting direction is irrelevant with correction direction, and the device of the present application can flexibly correct at any position of fuel assembly by the cooperation of cross grid and centering correction mechanism, without waiting for specific opportunity or complex preliminary preparation, improve the flexibility of correction operation, correction range can be flexibly expanded, cover every part of fuel assembly needing correction, without frequent disassembly and reinstallation correction device, improve correction efficiency and comprehensiveness.
Owner:ZHEJIANG WANNA NUCLEAR POWER MAINTENANCE CO LTD

A coherent electrotherapy method for idiopathic scoliosis combined with exercise therapy

This invention discloses a coherent electrical stimulation method for idiopathic scoliosis combined with exercise therapy, belonging to the field of electrical stimulation methods for idiopathic scoliosis. It aims to address the problem of how to dynamically adjust stimulation parameters based on individual differences to improve treatment efficacy. The method includes acquiring raw image sequences of the patient's spine through MRI scans, preprocessing the raw image sequences to construct a three-dimensional geometric model of the spine, configuring simulated electrical property parameters for the tissue structures, and then adding coherent electrical surface electrodes to the model. The electrode placement area on the three-dimensional geometric model of the spine is initially defined, and a coherent electrical stimulation signal is generated using a function generator. A comprehensive evaluation index value is calculated through finite element analysis to dynamically adjust the coherent electrical stimulation signal. Based on the coherent electrical stimulation signal parameters and its comprehensive evaluation index value, a coherent electrical stimulation scheme is determined, and ultrasound-guided technology is used to locate the electrode positions and implement coherent electrical stimulation therapy.
Owner:TIANJIN UNIV

A calibration circuit and calibration method for a two-step multi-phase clock time-to-digital converter

ActiveCN117055321Bachieve correctionSolve the error problem of coarse quantization counting resultsTime-to-digital convertersConvertersClock time
The application discloses a correction circuit and a correction method of a two-step multi-phase clock time-to-digital converter. The correction circuit comprises a selection module and a correction module. The selection module selects a corresponding correct clock signal based on the main clock level state in which the fine quantization signal flip edge is located. The selection module inputs the correct clock signal into the correction module. The correction module receives the correct clock signal for correction and generates two groups of digital calibration control codes. The digital calibration control codes are used for correcting the coarse quantization count value of a coarse quantization module. The correction operation comprises keeping, adding one, adding two, subtracting one or subtracting two operations on the coarse quantization count value. The correction method of the application is based on the above-mentioned correction circuit. The application solves the error caused by the metastability and transmission delay mismatch of the D flip-flop in the prior art, and realizes the correction of the metastability error and the transmission delay mismatch error of the D flip-flop.
Owner:CHONGQING INST OF INTEGRATED CIRCUIT INNOVATION XIDIAN UNIV

Grind fineness correction system for a coffee grinder

ActiveCN224612380UReduce flavor issuesgreat tasteProcess engineeringIndustrial engineering
This utility model relates to the technical field of coffee equipment, and proposes a grind fineness correction system for a coffee grinder. It includes a weighing component for weighing the coffee powder ground by the grinder and for weighing the extracted coffee by the brewing machine. The grinder is equipped with an automatic grinding adjustment device for adjusting the grinding gap. The grind fineness correction system also includes a grinding control device, which receives and processes the weighing information from the weighing component to trigger the automatic grinding adjustment device. The grinding control device is mounted on the grinder and electrically connected to the driver of the automatic grinding adjustment device. The weighing component acquires the weight of the coffee powder and the weight of the extracted coffee. After this key information is transmitted to the grinding control device, the device can analyze the correlation between the two to determine whether the current grind fineness of the grinder is appropriate. The grinding control device can directly control the operation of the automatic grinding adjustment device to correct the grinding gap.
Owner:FOSHAN SANLIDOU TECH CO LTD

Optical system polarization aberration optimization design method based on multi-group film system cooperative optimization strategy

ActiveCN115826228BPolarization aberration optimizationImprove transmittance
The application discloses a method for optimizing a polarization aberration of an optical system based on a multi-group film system cooperative optimization strategy, belongs to the technical field of optical system aberration optimization, and aims at solving the problems in the prior art.The method comprises the following steps: 1, a three-dimensional polarization light tracing algorithm is used to analyze polarization information on a light path and to calculate a polarization aberration function of the optical system; 2, an evaluation function of the polarization aberration of the optical system is constructed, and the optimization effect of the polarization aberration is evaluated according to the evaluation function value; 3, an optimization mechanism of the polarization aberration of the optical system is constructed based on a genetic algorithm and a particle swarm algorithm, thickness parameters of a film system are selected as optimization variables, and each group of feasible solutions is regarded as a new individual; 4, a cooperative optimization strategy is established based on the optimization mechanism of step 3, and the film system structure on multiple optical surfaces is cooperatively optimized; 5, the new individual is evaluated according to constraint conditions and the evaluation function, and the best film system structure is selected; and 6, after the evaluation of the new individual is completed, a termination condition is judged, and the polarization aberration and the transmittance value of the optical system are calculated.
Owner:CHANGCHUN UNIV OF SCI & TECH

A multi-wavelength tuning system and method

The application discloses a kind of multi-wavelength adjustment system and method, the system includes: multiple different wavelength laser chips, be set on multiple heat dissipation substrates;Heating block is in high temperature state, and is connected with the heat dissipation substrate by multiple gold wires;Wherein, the multiple gold wires are specifically used for: the heat of heating block is introduced into chip by gold wire, form heat gradient, by adjusting the number and length of the multiple gold wires, change the temperature difference between the heating block or laser chip and the heat dissipation substrate, to change the wavelength of the multiple different wavelength laser chips, so that the wavelength of chip is regulated and corrected, and scheme is easy to operate, and cost is lower.
Owner:珠海天启技术有限公司

A Method and System for In-Situ Impedance Testing of Batteries Based on Adaptive Phase Compensation

This invention relates to the field of in-situ impedance testing technology for energy storage batteries. To address the current difficulties in achieving rapid tracking of wideband excitation signals and the inaccurate identification and measurement of electrochemical parameters, it provides a battery in-situ impedance testing method and system based on adaptive phase compensation. The method includes acquiring the initial reference current and actual sampled current of the battery charging and testing system; iteratively calculating the real-time phase lag angle and generating a corrected reference current command accordingly; predicting the current response in two steps based on a discrete mathematical model of the full-bridge converter in continuous conduction mode; and optimizing the switching state corresponding to the voltage vector that minimizes the composite cost function to drive the switching transistors of the full-bridge converter. This method balances fast dynamic response with zero phase error tracking, meeting the high-precision requirements of in-situ EIS testing of energy storage batteries.
Owner:SHANDONG UNIV

Envelope tracking device and radio frequency signal correction method

ActiveCN117318739BRealize online measurementachieve correction
The present disclosure discloses an envelope tracking device, comprising: an arbitrary waveform generator, an envelope tracker, a sampling module, a radio frequency signal generator, a correction module and a radio frequency power amplifier, wherein the envelope tracker is configured to perform envelope tracking on an arbitrary waveform signal sent by the arbitrary waveform generator to output an envelope tracking signal; the sampling module is configured to sample the envelope tracking signal output by the envelope tracker to obtain a sampling signal; the correction module is configured to perform delay correction on a radio frequency signal to be sent by the radio frequency signal generator based on the sampling signal to obtain a delay-corrected radio frequency signal, and the delay-corrected radio frequency signal is coupled with the envelope tracking signal output by the envelope tracker at the radio frequency power amplifier. The present disclosure also discloses a radio frequency signal correction method. The present disclosure synchronizes the timing of the radio frequency signal and the envelope tracking signal by performing timing delay on the radio frequency signal based on the envelope tracking signal.
Owner:SHAANXI REACTOR MICROELECTRONICS

Discharge device for secondary aging of aluminum electrolytic capacitor

This invention relates to the field of capacitor aging discharge technology, and more particularly to a discharge device for secondary aging of aluminum electrolytic capacitors. The device includes a discharge cabinet, a fixed base fixedly connected inside the cabinet, a fixed sleeve fixedly connected to the fixed base, a turntable rotatably connected through the fixed sleeve, two symmetrically rotatably connected flip frames on the turntable, a capacitor positioning adjustment mechanism fixedly connected to the flip frames, and two symmetrically rotatably connected push-pull mechanisms on the turntable. Each push-pull mechanism has a capacitor pin correction mechanism. By using the capacitor pin correction mechanism, the pins can be automatically corrected, ensuring precise alignment with circuit board holes, reducing assembly errors caused by pin tilting or bending, and improving insertion accuracy. The capacitor pin correction mechanism effectively improves production efficiency and capacitor performance, ensuring stable and reliable operation of the capacitor in the secondary aging discharge device.
Owner:NANTONG SANCON ELECTRONICS TECH CORP

Ultra-weak light radiance calibration system and method based on a cascade integrating sphere

This invention discloses a calibration system and method for extremely weak light radiance based on a cascaded integrating sphere, belonging to the field of optical radiation metrology and photoelectric detection technology. The system includes a first integrating sphere, an aperture tube, and a second integrating sphere. The aperture tube achieves large dynamic range light intensity adjustment through geometric attenuation. The second integrating sphere connects both a reference detector and a high-sensitivity detector to be calibrated, enabling online calibration and dynamic range bridging under the same radiance field. By adjusting the aperture, the light flux distribution is controlled, allowing the measurement ranges of the two types of detectors to overlap. This is used to perform correction processing related to non-ideal effects of single-photon detectors and high-precision measurement of extremely weak light radiance. This invention features a compact structure, stable and reproducible attenuation, and is suitable for weak light calibration and linearity testing in fields such as quantum optics and nighttime remote sensing.
Owner:HEFEI INSTITUTE OF PHYSICAL SCIENCE CHINESE ACADEMY OF SCIENCES

Laser galvanometer distortion calibration method, device, equipment and medium

PendingCN122284089Alow input costOvercoming the lack of accuracy in a single scanGalvanometerEngineering
This disclosure presents embodiments of a laser galvanometer distortion calibration method, apparatus, device, and medium. One specific implementation of the method includes: performing a dual-pose scan on a target plate to generate a first image set and a second image set; generating a first set of center pixel coordinates and a second set of center pixel coordinates based on the first and second image sets; performing a discreteness analysis on the first and second set of center pixel coordinates; selectively fusing the first and second set of center pixel coordinates based on axial label information to construct a synthetic coordinate matrix; generating a pixel deviation matrix based on the synthetic coordinate matrix and a reference coordinate matrix; generating a continuous distortion calibration model based on the pixel deviation matrix; and performing a calibration operation on the laser galvanometer. This implementation can utilize a common scanner to calibrate laser galvanometer distortion, thereby significantly reducing equipment investment costs.
Owner:MEGUIAR (JIANGSU) 3D TECH CO LTD

A device for geometric correction of a real-time image sequence

The present application relates to a kind of geometric correction device of real-time image sequence, wherein, pipeline real-time computing module is used to calculate the position coordinate of the output image pixel point relative to the position coordinate of input image pixel point according to the camera parameter of calibration;Input buffer unit is used to buffer input image data;Input buffer management module is used to manage input image data in input buffer unit according to the integer part of the position coordinate of input image pixel point;Interpolation calculation module is used to take the decimal part of the position coordinate of input image pixel point as the weight of interpolation calculation, and input image data is carried out interpolation calculation, and obtains correction image value;Correction system control module is used to start pipeline real-time computing module and control the data processing of input buffer management module, to complete the timing control from input distortion map to output correction map.The present application can realize the correction of high real-time image sequence with less embedded hardware resources.
Owner:SHANGHAI INST OF MICROSYSTEM & INFORMATION TECH CHINESE ACAD OF SCI

Cableway cabin attitude control system and passenger cableway system

ActiveCN224589123Uachieve correctionReal-time monitoring of tilt posture
This utility model relates to the field of cableways, specifically to a cableway gondola attitude control system and a passenger cableway system, comprising: a weighing unit disposed at the connection between the gondola and the boom; an angle detection unit disposed on the gondola; an anti-sway device disposed on the side and bottom of the gondola, the anti-sway device including an attitude correction unit, two of which are symmetrically disposed on the front and rear sides of the gondola; the attitude correction unit includes a first drive component and an inertia flywheel, the output end of the first drive component being connected to the axle of the inertia flywheel for transmission; and a controller. It can solve the problem of passenger cableways being unable to operate normally in windy weather, and can monitor the tilt attitude of the gondola in real time during operation, and can promptly correct the gondola's attitude when the tilt exceeds a set angle.
Owner:BEIJING KEZHENGPING ENG TECH TESTING RES INST CO LTD

Foot buffering device

A foot buffering device is arranged between the foot of a user and the ground and at least comprises a buffering body and a gait guiding structure, and the hardness range of materials of the gait guiding structure is from 40 to 70 in the Shore C hardness index range. The fifth compressive deformation resistance of the gait guiding structure material is larger than the fourth compressive deformation resistance of the rear foot part of the buffering body, the included angle between the first edge of the groove structure of the gait guiding structure and the extending direction of the transverse arch of the foot of the user is smaller than 30 degrees, and the included angle between the second edge of the groove structure of the gait guiding structure and the extending direction of the longitudinal arch of the foot of the user is smaller than 30 degrees. The depth of the groove structure is gradually reduced along the extension direction of the first edge, the depth of the groove structure in the edge area of the buffer main body is larger than that in the central area, and the thickness of the gait guide structure is gradually reduced along the extension direction of the first edge to form an inclined plane; the inclined plane enables the first thickness on the inner side of the rear foot part to be larger than the second thickness on the outer side of the rear foot part, and gait correction can be achieved when a user walks.
Owner:CHANGZHOU HONGDAYI TECH CO LTD

Method, device and electronic equipment for controlling c-curl defects of hot-dip galvanized steel strip

The application discloses a kind of method, device and electronic equipment for controlling hot galvanizing strip steel C warpage defect, belong to the field of cold-rolled strip steel production, including air knife rack and two moving seats set on air knife rack, moving seat is slidably provided with correction block, the side of two correction blocks close to each other is all set with recess, the opposite inner side of recess is all set with mounting groove, mounting groove is slidably provided with mounting frame, the side between mounting frame close to each other is rotatably installed with correction wheel, the inner wall of mounting groove is fixed with spring one, the end of spring one close to correction wheel is fixed on the side wall of mounting frame, moving seat is provided with the drive assembly for driving correction block moves along the length direction of moving seat.This application has the effect of improving strip steel quality.
Owner:HANGZHOU XIEHE CHINAWARE CO LTD

An over injection correction system and correction method applied to an injection mold

This invention belongs to the field of mold manufacturing technology, specifically an over-injection correction system and method for injection molds. The system includes a lower base plate and an upper base plate of the injection mold. A support pad is symmetrically fixed to one side of the lower base plate, and a temperature control base is fixed to one side of the support pad. A lower mold plate is mounted on the middle surface of the temperature control base, and a correction mechanism is installed inside the temperature control base. An injection mechanism is mounted on the outer surface of the lower mold plate. A material conveying cylinder is mounted on one side of the upper base plate, and a uniform feeding mechanism is installed inside the material conveying cylinder. This over-injection correction system and method for injection molds works by exposing the discharge port of the discharge pipe at the upper end of one side of the correction groove during the downward movement of the lower mold plate due to over-injection. Excess material is then discharged through the inclined discharge pipe to the connecting pipe on the outside. Furthermore, a pressure relief valve releases pressure inside the injection cavity, thus meeting the injection requirements.
Owner:董群

A head component welding positioning device

The application discloses a sealing head part welding positioning device, which comprises a chassis, an automatic sealing head welding machine is installed on the upper end of one side of the chassis, the automatic sealing head welding machine comprises a support, a driving assembly is arranged on the upper side of the support, a chuck is arranged on one side of the driving assembly, a welding frame is arranged on the upper end of the chassis close to the rear side, a positioning assembly is fixedly arranged on the outer side of one end of the chuck, a flange plate is clamped on the inner side of the chuck, an adjusting assembly is arranged on the upper end of the other side of the chassis, and a calibration assembly is arranged on the upper side of the adjusting assembly. The sealing head part welding positioning device is characterized in that the adjusting assembly, the calibration assembly and the butt joint assembly are matched with each other, the sealing head part and the flange plate are more conveniently positioned and butt jointed as a whole, the alignment accuracy is higher, the dependence on the technology of workers is reduced, and the sealing head part welding positioning device is more convenient to use.
Owner:FLT FILITERING SYST CO LTD

Intelligent medical diagnosis auxiliary method and system based on lung function tester

The invention relates to the technical field of medical diagnosis assistance, and discloses an intelligent medical diagnosis assistance method and system based on a lung function determinator, and the method comprises the following steps: obtaining multi-source data, and carrying out the timestamp synchronous correction processing of the data; judging a physiological stable state, and setting / judging a dynamic stable interval set; carrying out trend analysis judgment and instrument cumulative performance deviation judgment; instrument offset judgment and compensation are carried out, offset is calculated, and data are corrected; and generating a reference model reflecting the respiratory function of the patient according to the compensated lung function data. Through multi-device data fusion and an intelligent compensation algorithm, the accuracy of lung function evaluation is improved, illness state true changes and instrument errors can be effectively discriminated, and doctors are helped to more accurately evaluate disease progression and treatment effects.
Owner:FOURTH MILITARY MEDICAL UNIVERSITY

Carrier tape processing equipment

This invention proposes a carrier tape processing device, including a forming device, a processing device, a detection device, and several winding devices. The forming device includes an unwinding mechanism for unwinding the carrier tape. The processing device includes a punching mechanism and a slitting mechanism arranged sequentially along the transport direction of the carrier tape. The punching mechanism punches several positioning holes along the width direction of the carrier tape, and the slitting mechanism slits the carrier tape into several strips along the width direction, each strip having at least one positioning hole. The detection device is used to detect the processing quality of the carrier tape. The winding device is located downstream of the detection device and includes several winding mechanisms arranged sequentially along the transport direction of the carrier tape, each winding mechanism winding a corresponding strip. The winding device is electrically connected to the detection device to transmit a detection signal to control the winding device to adjust the traction force on the carrier tape according to the detection signal. The technical solution of this application can improve the processing quality of the carrier tape.
Owner:SHENZHEN ORB-FORTUNE NEW MATERIALS CO LTD

Long-tail Federated Learning Method and Apparatus Based on Gradient Cleanup and Residual Learning

PendingCN122311503A“Excellent balance"Balance" is excellentCategory recognitionPersonalization
This invention proposes a long-tail federated learning method and apparatus based on gradient cleanup and residual learning. The method includes: the server selecting clients and distributing global parameters; each client performing local training based on the global parameters to obtain updated local shared parameters, which are then uploaded to the server. During training, the task gradient and the balanced alignment gradient are calculated, and the task gradient is cleaned by projection to remove components opposite to the balanced alignment gradient, resulting in a cleaned gradient. The server aggregates the local shared parameters uploaded by each client to obtain global shared parameters and determines whether the current number of communication rounds has reached a preset limit. If so, the global shared parameters are distributed to all clients for personalized training to obtain client-specific models. During personalized training on each client, global branches and personalized branches are used to improve the long-tail category recognition rate.
Owner:XIAMEN UNIV

Accurate positioning aluminum profile straightener and method

The aluminum profile straightener comprises a rack, a protective cover is welded and fixed to the position, close to the edge of the rear side, of the top of the rack, and a box door is hinged to the front side of the protective cover; the fixing frame is movably arranged in the middle of the upper end of the rack and located in the protective cover, two sets of fixing blocks are fixedly welded to the left side and the right side of the fixing frame correspondingly, a two-way threaded rod is rotationally connected between the two sets of fixing blocks located on the same side of the fixing frame through bearings, and the top of the two-way threaded rod extends to the upper side of the fixing frame; the fixing block located on the lower side is connected to the rack in a sliding mode. The two sets of front straightening rollers are arranged, the two sets of front straightening rollers are connected with a front mounting frame through connecting assemblies, and the front mounting frame is slidably connected to the interior of the fixing frame; and comprehensive correction of the aluminum profile can be achieved, the operation steps of the aluminum profile are reduced, and the machining efficiency of the aluminum profile is improved.
Owner:中铭新材料科技股份有限公司

Pipe necking system and method

This invention discloses a pipe shrinking processing system and method, applied in the field of pipe processing technology. The pipe shrinking processing system includes: a shrinking machine with a shrinking processing cavity inside; a clamping mechanism with a clamping cavity inside; the clamping cavity includes a first cavity and a second cavity arranged sequentially along a first direction; a correction and propulsion mechanism for pushing the clamping mechanism to move and drive the pipe into the shrinking processing cavity; the correction and propulsion mechanism includes a correction limiting component with an adjustable tilt angle, the correction limiting component being adapted to the size of the second cavity, and the correction limiting component being able to be inserted into the second cavity to adjust the tilt angle of the second cavity. The pipe shrinking processing system provided by this invention can adjust the tilt angle of the pipe, ensuring the coaxiality of the pipe and the shrinking processing cavity, thereby improving the processing quality of the pipe, increasing the pass rate, and reducing the cost of pipe shrinking processing.
Owner:INSPUR SUZHOU INTELLIGENT TECH CO LTD