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142results about How to "Reduce manual involvement" patented technology

High-altitude platform multi-test task production scheduling method based on clustering algorithm and multi-objective optimization

The invention belongs to the technical field of intelligent manufacturing and industrial scheduling, and provides a high-altitude platform multi-test task production scheduling method based on a clustering algorithm and multi-objective optimization, and the method comprises the steps: automatically calculating the exclusive resource demands of all working condition points in a plurality of aero-engine test tasks based on a multi-parameter coupling model; for each task, dividing a plurality of work packages by adopting a clustering algorithm based on the multi-dimensional features containing exclusive resource requirements in the task; a multi-objective model of multiple optimization objectives is constructed, all the work packages are jointly sorted globally, and the optimization objectives comprise the equipment utilization rate; and finally, under the condition that constraint of resource capacity, mutual exclusion of test cabins and task continuity is satisfied, allocating an available tester and a continuous time window to each work package, and generating an initial production scheduling plan. According to the method, the production scheduling efficiency and the resource utilization rate are effectively improved, the plan robustness is enhanced, and the method is suitable for high-complexity aero-engine test scheduling scenes.
Owner:AECC SICHUAN GAS TURBINE RES INST

Safe and residue-free piglet milk supplementing system

ActiveCN224250417UAchieve precise feedingpromote growth and developmentFood processingAnimal feeding devicesProcess engineeringRaw material
The utility model relates to the technical field of breeding equipment, in particular to a safe and residue-free piglet milk supplementing system which comprises a feeding device, a weighing device, a mixing device, a conveying device and an ingestion device. The automatic milk supplementing device is particularly suitable for milk supplementing operation of piglets, automatic operation of milk supplementing of the piglets is achieved, manual participation is reduced, the working efficiency is high, accurate feeding of the piglets can be achieved, and growth and development of the piglets are better facilitated. The required accurate amount of raw materials such as milk powder can be added into the mixing device through the feeding device and the weighing device, the required amount of water is added, the materials are stirred evenly and then enter the conveying device, the required amount of milk is conveyed into the corresponding feeding trough through the conveying device, only the required amount of milk is conveyed into one feeding trough each time, personalized feeding is achieved, and the feeding efficiency is improved. Development of different piglets is facilitated, automatic operation is more convenient, manual operation is reduced, and the working efficiency is high.
Owner:青岛特牧机械设备有限公司

Linux-oriented vulnerability repair verification method and system and medium

The invention discloses a Linux-oriented vulnerability repair verification method and system and a medium. The method comprises the steps of creating a test application form for a CVE vulnerability patch in a task management system, preparing a test environment for CVE vulnerability repair verification as well as a required test table, a software source and a test strategy file, and calling a tool interface to automatically trigger an assembly line; the assembly line executes the test suite in the test environment based on the test table, the software source and the test strategy file and collects an execution state, and if the execution state is failure, automatic retry can be carried out on the CVE vulnerability based on manual triggering; and finally, generating a report file, writing a verification result for the test application form in the task management system, and if the verification result is that verification is passed, issuing a service pack of the CVE vulnerability. The invention aims to realize efficient, traceable and extensible Linux vulnerability repair verification, realize full automation and intelligence of the vulnerability verification process, and improve the accuracy, traceability and expandability of verification.
Owner:HUNAN KYLIN XINAN TECH CO LTD

An automatic assembly device for an anastomat cannula

ActiveCN224407429UEnsure performance consistencyStrong clamping forceAnastomosis couplerMechanical engineering
The utility model discloses an automatic assembly device of anastomat sleeve, including processing platform, the both sides symmetry of processing platform top is equipped with moving frame, two moving frame top all are equipped with limit component, the utility model has the beneficial effect that through the cooperation of external spring type telescopic link in limit component and rubber resistance block, can provide stable clamping force, can also adapt to different specifications sleeve, combines telescopic guide rod, slide bar etc.
Owner:CHANGZHOU ANZHAN PRECISION INSTR TECH CO LTD

Hobbing mill

The utility model provides a roll-cutting machine. The roll-cutting machine comprises a supporting base, an unwinding unit, a whole material traction unit, a roll-cutting unit, a longitudinal material traction unit, a transverse cutting unit and a material collecting box, wherein the unwinding unit, the whole material traction unit, the roll-cutting unit, the longitudinal material traction unit and the transverse cutting unit are sequentially arranged on the supporting base from right to left, and the material collecting box is arranged under the transverse cutting unit. The hobbing unit comprises a first rack, a second rack, a hobbing shaft, a driving device, a driven bottom roller and a transmission device, wherein the first rack and the second rack are fixed to the supporting base, the hobbing shaft is detachably and rotationally installed on the first rack, the driving device drives the hobbing shaft to rotate, the driven bottom roller is rotationally installed on the second rack, and the transmission device is connected with the driving device and used for driving the driven bottom roller to rotate. A plurality of hobbing cutters are distributed on the hobbing shaft at equal intervals in the axial direction; the driven bottom roller is located under the hobbing shaft, the driven bottom roller and the hobbing shaft rotate reversely, and circumferential cutting grooves with the number not smaller than that of the hobbing cutters are distributed in the driven bottom roller at equal intervals in the axial direction. The slitting mill is low in manual participation degree, high in cutting efficiency and capable of cutting base materials with different widths and sizes.
Owner:TIANJIN CHUANYU TECH CO LTD

Wire stranding device and method for network cable production

The invention relates to the technical field of wire stranding, and discloses a wire stranding device for network cable production and a method thereof.The wire stranding device comprises a fixing mechanism, the fixing mechanism comprises an equipment base, the characteristics that a shielding layer is mostly a metal film and is prone to deformation are utilized, and a power source of a power motor is switched on during use; a power motor drives a rotating disc to rotate through a transmission belt, so that stranding of network cables is achieved, the rotating disc drives a driving fluted disc to rotate through a limiting frame, the driving fluted disc drives a transmission disc and a stress disc to rotate, and at the moment, the stress disc drives a storage wheel to rotate through a cross frame; the storage wheel pulls the shielding layer to rotate, at the moment, the shielding layer is pulled to enter the deformation barrel and is influenced by the inner wall of the deformation barrel, the shielding layer presents the trend of wrapping the network cable, as shown in the figure, the shielding layer is extruded and deformed by the extrusion wheel subsequently, autonomous wrapping of the shielding layer is completed, manual participation is reduced, and the production efficiency is improved.
Owner:GUANGZHOU MINGPENG ELECTRONIC TECH CO LTD

Display screen integrated bidding document generation method and device, intelligent equipment and storage medium

The invention relates to the technical field of artificial intelligence, in particular to a display screen integrated bidding document generation method and device, intelligent equipment and a storage medium. The method is applied to the intelligent equipment, and comprises the following steps: obtaining a project demand of a display screen; according to the project demand, constructing a prompt word; inputting the cue words into a large language model, guiding the large language model to perform reasoning based on the project requirements through the cue words, and generating a bidding document draft of the display screen; calling a bidding document template; and generating a target bidding document of the display screen according to the bidding document draft and the bidding document template. By adopting the scheme of the invention, the display screen bidding document can be intelligently generated, and the bidding document generation efficiency and the demand matching degree are improved.
Owner:XIAN NOVASTAR TECH

Deep feature and automatic machine learning-based sgRNA activity prediction method and device

PendingCN121768486AExperimental verification proves that the method is effectiveImprove cutting efficiencyBiostatisticsBiological modelsAlgorithmSequence model
The invention relates to the technical field of gene editing, and discloses an sgRNA activity prediction method and device based on deep features and automatic machine learning. The method comprises the following steps: acquiring sgRNA training data with editing efficiency labels and discretizing the sgRNA training data into classification labels; after the sgRNA and the PAM sequence are spliced, inputting the spliced sgRNA and PAM sequence into a pre-training depth sequence model to extract high-dimensional features; obtaining a low-dimensional feature vector through nonlinear dimensionality reduction; an automatic machine learning framework is combined with cross validation, and a prediction model is automatically trained and optimized based on low-dimensional features; and finally, carrying out activity prediction and sorting screening on candidate sgRNA by utilizing the model. According to the method, through fusion of deep semantic extraction, nonlinear structure maintenance and a full-automatic modeling process, the accuracy, robustness and development efficiency of sgRNA activity prediction are effectively improved, and an efficient pilot screening tool is provided for a gene editing experiment.
Owner:XIANGHU LABORATORY

Home device control method and apparatus

This application discloses a method and apparatus for controlling home devices, relating to the field of smart home control technology. The method receives information about newly connected devices, including the identifier of the newly connected device; obtains existing application scenario information related to the newly connected device based on the information, with each existing application scenario including at least one atomic management use case, and each atomic management use case including control conditions, control object, control command, and control parameters; obtains target atomic management use cases related to the newly connected device from each existing application scenario; and generates a new application scenario based on all obtained atomic management use cases. This solves the problem of cumbersome and complex operation caused by setting application scenarios separately for each network device in the prior art.
Owner:SHENZHEN SDMC TECH CO LTD

A method for testing cloud game audio quality

This invention discloses a method for testing the audio quality of cloud games, comprising the following steps: An audio testing terminal acquires test audio played on a test client and a test server in real time, forming a first test audio and a second test audio, and acquires the corresponding source audio in real time; the audio testing terminal acquires the audio file size and track duration of the first test audio and the source audio within the same time period, respectively, and calculates the ratio of the PESQ value, similarity value, and audio file size of the first test audio to the source audio; the ratio of the audio file size, PESQ value, and similarity value of the first test audio to the source audio are compared with the ratio of the audio file size, PESQ value, and similarity value of the playback audio to the source audio when the source audio is played in high-quality, standard-quality, and smooth-quality playback software. This invention enables automatic testing of cloud game audio quality, with fast testing speed, effectively improving testing efficiency and reducing testing costs.
Owner:SHENZHEN RENDERBUS TECH

Automatic counting, checking and collecting device

ActiveCN224190509UImprove counting efficiencyImprove Counting AccuracyCounting mechanisms/objectsComputer hardwareElectric machinery
An automatic counting, checking and collecting device comprises a supporting frame, a material distributing disc is fixed to the supporting frame, a rotating disc is arranged on the material distributing disc, a plurality of fan-shaped grooves with the same size are formed in the rotating disc, a plurality of containing holes used for containing products are formed in the fan-shaped grooves, the containing holes penetrate through the fan-shaped grooves, and the rotating disc is arranged on the supporting frame. A fan-shaped blanking hole corresponding to the fan-shaped groove is formed in the material distributing disc, a driving assembly for driving the rotating disc to rotate is arranged below the rotating disc, and a camera for scanning the number of products is further arranged above the rotating disc; the driving motor drives the rotating disc to improve the counting efficiency and accuracy, the counting scheme that the circular rotating disc tool is combined with the groove is matched with the camera for automatic scanning confirmation, the problems that manual counting is prone to fatigue and inattention are effectively solved, it is ensured that the counting result is accurate, and meanwhile the labor cost and the labor intensity can be reduced.
Owner:FUJIAN FULAN OPTICAL CO LTD

Automatic grain harvesting vehicle for furrowed ground

ActiveCN118164276BEffectively ensures one-time collectionEnsure one-time collection
The present application relates to the field of granular grain collecting equipment, and particularly relates to an automatic grain collecting vehicle for a concave road surface, which comprises a grain collecting mechanism, a residual grain cleaning mechanism, a walking mechanism, a transportation mechanism and a bagging mechanism, the bagging mechanism is arranged above the transportation mechanism, and is used to drive a bag body for containing grain to move and control the opening and closing of the bag body; the grain collecting mechanism is arranged in front of the walking mechanism in the moving direction, and comprises a spiral blade and a conveyor belt, the spiral blade is used to convey the grain to the conveyor belt; the residual grain cleaning mechanism is arranged between the grain collecting mechanism and the walking mechanism, the residual grain cleaning mechanism comprises a cleaning mechanism shell and a cleaning unit, and a rotating tangent line at the bottom of the cleaning unit is directed towards the conveying shell. The residual grain cleaning mechanism is added to the rear side of the grain collecting mechanism, which can effectively ensure that the granular grain is collected at one time; the bagging mechanism with variable guide rail spacing is used, so that the bag body for containing grain can be automatically opened and closed and automatically sealed during the traveling process, and can be used with multiple bag bodies at the same time.
Owner:QINGDAO LANHEI TECH CO LTD

A filter cartridge cutting device

ActiveCN224616451Uavoid displacementEnsure benchmark accuracy
This utility model discloses a filter element cutting device, comprising: a U-shaped frame, a conveyor internally mounted on the U-shaped frame, a folding cover rotatably mounted on the other end of the U-shaped frame, a folding pressing mechanism fixedly mounted inside the U-shaped frame, the pressing end of the folding pressing mechanism being able to flip and press against both ends between the conveyor and the folding cover to achieve pressing of the conveyed filter element, and an N-shaped frame fixedly mounted on the upper surface of the U-shaped frame, with a laser ranging sensor fixedly mounted inside the N-shaped frame. This application, through the design of the folding pressing mechanism, achieves fully automated operation from conveying, folding, detection, and cutting, reducing manual intervention, improving production efficiency, and lowering labor costs. Simultaneously, the closed-loop thickness detection and control system ensures the stability and consistency of filter element quality, improving the overall product quality.
Owner:GUANGDONG YIDING ARCHITECTURAL DESIGN CO LTD

Video processing method, mobile terminal and readable storage medium

This application discloses a video processing method, a mobile terminal, and a computer-readable storage medium. The method includes acquiring an original video to be processed and acquiring image content from the original video; filtering out matching background music based on the image content; and synthesizing the background music with the original video to output a target video with background music. This application makes the process of matching music to videos more intelligent, with almost all operations being completed automatically by the program. Furthermore, the background music matched in this application is based on the image content of the video, making the matched background music more accurate.
Owner:SHANGHAI TRANSSION CO LTD

Monocular camera offline calibration method and system, storage medium and computer

The application provides a monocular camera offline calibration method, system, storage medium and computer, which comprises the following steps: reading the part information of the monocular camera on the vehicle to be calibrated, correcting the part information, and entering the expansion mode if the part information is corrected; writing the vehicle information of the vehicle to be calibrated in the expansion mode, obtaining the corresponding control sequence based on the vehicle information, starting the calibration program of the vehicle to be calibrated by using the control sequence, and obtaining the corresponding calibration result; judging the calibration result, if the calibration result is not equal to the first calibration threshold, judging whether the calibration result is equal to the second calibration threshold; if the calibration result is not equal to the second calibration threshold, obtaining the calibration times of the calibration result; if the calibration times of the calibration result are not greater than the calibration times threshold, recalibrating the vehicle to be calibrated by using the calibration program until the calibration result is equal to the first calibration threshold, so that the vehicle to be calibrated is successfully calibrated.
Owner:JIANGLING MOTORS

Round nut slot processing equipment

This invention discloses a machine for machining slotted round nuts, comprising a frame and a worktable. The worktable is equipped with a feeding unit, a clamping unit, a moving unit, and a machining unit. The feeding unit includes a drive assembly and a material box inclinedly mounted on one side of the drive assembly. A turntable is located at the center of the material box, and a waiting plate is located on one side of the material box. One end of the waiting plate is connected to the turntable via a guide plate. The waiting plate includes a horizontal plate and two vertical plates. One end of the horizontal plate has a through hole, and a material drop pipe is located below the through hole. The clamping unit is located below the material drop pipe. The moving unit drives the clamping unit to transport the material to the machining unit. The machining unit is mounted on the worktable via a bracket and includes a lifting assembly and a spindle fixed to the lifting assembly for mounting cutting tools. In this invention, the various units cooperate closely, resulting in more continuous workpiece machining, reducing manual intervention, and improving the continuous operation capability of the equipment.
Owner:KUNMING UNIV OF SCI & TECH

Bag opening cutting machine for edible fungi

The utility model relates to a bag cutting machine for an edible mushroom bag mouth, which comprises a rack and a conveying device centrally erected on the rack, and further comprises a bag lifting device which is arranged right above the conveying device in a lifting manner and is used for grabbing and secondarily lifting a mushroom bag conveyed by the conveying device; and the bag shearing mechanisms are movably erected between the bag lifting device and the conveying device and used for shearing bag openings after secondary lifting of the bag lifting device, and the moving directions of the adjacent bag shearing mechanisms are opposite. According to the edible mushroom bag opening cutting device, automatic operation of edible mushroom bag opening cutting is achieved, the bag cutting efficiency and quality are improved, the labor intensity of workers is reduced, it is guaranteed that mushroom bags are not damaged in the bag cutting process, and good conditions are created for growth of edible mushrooms.
Owner:ZHANGZHOU XINIU INTELLIGENT EQUIP CO LTD

Non-excavation lining repairing robot for water supply pipeline and using method of non-excavation lining repairing robot

The invention discloses a non-excavation lining repairing robot for a water supply pipeline and a using method of the non-excavation lining repairing robot, and belongs to the technical field of welding robots. The device comprises a walking structure; walking wheels are arranged at the bottom of the walking structure; a welding machine; the welding machine is arranged on the walking structure; a support structure; the supporting structure is arranged at one end of the walking structure; a movable structure; one end of the movable structure is connected with the supporting structure, and the other end is connected with a welding gun of the welding machine; the movable structure drives the welding gun to move; a control system; the control system is arranged on the walking structure; the control system is in circuit connection with the welding machine, the supporting structure and the movable structure. The manual participation degree is low, the automatic welding degree is high mainly through mechanical welding, the welding construction difficulty and the working intensity of operators are effectively reduced, and the manual operation workload is reduced.
Owner:GUANGXI FUWEL CNC TECH CO LTD +1

Road unmanned inspection system and inspection method based on multi-modal perception and large model

PendingCN121884294ARealize automated closed loopRealize fully automatic closed loopCharacter and pattern recognitionBiological modelsEnd systemData acquisition
The invention provides a road unmanned inspection system and inspection method based on multi-modal perception and a large model. The system comprises a vehicle end system used for multi-modal data acquisition, automatic driving control, real-time perception fusion and edge reasoning of a lightweight large model; the cloud platform is used for cross-modal depth identification, disease knowledge base management, GIS visual display, inspection task management and large model training iteration; the scheduling end is used for task issuing, result auditing, and visual interaction of human-aided decision making and road health assessment. On the basis of the three-layer architecture, a large model collaboration framework is further constructed, and the framework runs across a vehicle end, a cloud end and a scheduling end, is responsible for reasoning collaboration, intelligent supplementary shooting, task priority generation, structured report generation and interpretable reasoning chain construction of a multi-mode large model, and is a key mechanism for realizing closed-loop routing inspection of an intelligent collaboration system.
Owner:WUHAN ZHONGXIANG TECH CO LTD

A riveting apparatus

The utility model relates to the technical field of plate processing, and specifically discloses a riveting equipment, which comprises a truss manipulator and a self-punching riveting machine, the truss manipulator can drive the self-punching riveting machine to move along the X, Y and Z axes, rivet different side edges of the lift door and different point positions on the side edges, and can reduce the participation of artificial riveting procedures and improve the riveting efficiency and riveting quality of the lift door.
Owner:CHONGQING HUIJULI ROBOT CO LTD

Channel silt discharging device for water conservancy project

ActiveCN224186834UMeet the needs of dredgingeasy to collectMechanical machines/dredgersSludgeTank truck
The utility model relates to the technical field of channel silt discharge, and discloses a channel silt discharge device for hydraulic engineering, which comprises a movable bottom plate, a transmission component is arranged at the upper end of the movable bottom plate, at least one stirring component is arranged at the lower end of the movable bottom plate, and the transmission component is used for driving the stirring component to rotate; the protection cover is connected with the upper end of the bottom plate, and the transmission assembly is arranged in the protection cover; the sludge shovel is connected with the lower end of the bottom plate and located behind the stirring assembly, and a filter screen is vertically arranged in the sludge shovel; at least one sludge pump is arranged at the upper end of the bottom plate, a sludge suction pipe connected with the sludge pump penetrates through the bottom plate and extends to the bottom of the sludge shovel, the sludge suction pipe is located behind the filter screen, and a sludge outlet of the sludge suction pipe is used for being connected with a tank body of the sludge tank truck through a hose. In the silt discharging process of the channel, the silt discharging efficiency can be improved.
Owner:HEILONGJIANG PROV WATER CONSERVANCY & HYDROPOWER SURVEY & DESIGN INST

Adjustable ring joint welding device for pipe

ActiveCN224642765Uachieve weldingachieve regulation
The utility model is suitable for annular seam welding technical field provides an adjustable annular seam welding device for pipe fitting, including welding assembly, the side of welding assembly is sequentially provided with first clamping assembly, two groups of auxiliary assembly, second clamping assembly, the top of auxiliary assembly is provided with pipe body subassembly, welding assembly includes third electric slide rail, one side of third electric slide rail is provided with mounting bracket, the bottom of mounting bracket is provided with welding head. The pipe body subassembly includes pipe fitting, one end of pipe fitting is provided with connecting piece, the first clamping assembly includes electric chuck, and the cooperation of welding assembly, first clamping assembly, auxiliary assembly, second clamping assembly can realize the welding of pipe body subassembly, reduces the artificial participation degree, improves the welding quality, and simultaneously through the cooperation of first clamping assembly and second clamping assembly can realize the adjustment of pipe body subassembly position, realizes the annular welding of pipe body subassembly.
Owner:NANTONG BAODI ENERGY EQUIPMENT CO LTD

Variable-thickness curved-surface woven ceramic matrix composite three-dimensional reconstruction method

The application discloses a kind of variable-thickness curved surface weaving ceramic matrix composite three-dimensional reconstruction methods, belong to the field of microstructure identification and reconstruction.The application can quickly and accurately calculate the area of each cross section of the composite material by identifying the outer edge of the curved surface weaving composite material combined with the area of a single pixel;Meanwhile, by deleting the surface fibers arranged complexly, the classification accuracy of internal warp and weft can be improved, and it is more effective for subsequent reduction of human participation;By processing the three views of XCT data of the composite material respectively, the pore position can be accurately extracted from the original XCT image, the fiber bundles in different slices are numbered from the overhead view and the side view through the number of fiber columns and the spatial position relationship, and the spatial paths of warp yarns and weft yarns are respectively fitted, the fiber bundle cross section is represented by oblique elliptic function, the three-dimensional model reconstruction of curved surface weaving CMC can be quickly realized, the algorithm is practical, and the whole process is simple to operate.
Owner:NANJING UNIV OF AERONAUTICS & ASTRONAUTICS

Component gantry crane and fine adjustment balance control method thereof

The component gantry crane and fine adjustment balance control method thereof disclosed by the application realize high-precision displacement adjustment of components through fine adjustment devices to improve hoisting precision, reduce engineering cost, ensure controllable stress of hoisting ropes and improve safety performance of assembly operation under the premise of improving construction efficiency, and have important popularization value for installation of large subway stations. The component gantry crane comprises a portal, two groups of omni-directional fine-adjustable hoisting trolley devices are movably arranged on the top of the portal, the two groups of omni-directional fine-adjustable hoisting trolley devices respectively vertically suspend adjustable balance hoisting devices, the adjustable balance hoisting devices are installed on a cross beam in the vertical direction, four groups of hoisting device force adjusting devices are installed on the cross beam, and hoisting ropes of the hoisting device force adjusting devices suspend prefabricated components; the omni-directional fine-adjustable hoisting trolley device comprises an upper trolley lifting part borne on a lower trolley running device and an upper trolley translation mechanism; running between the upper trolley translation mechanism and the lower trolley running device is perpendicular in the horizontal direction.
Owner:QINGDAO ZHONGKE KUNTAI ASSEMBLY CONSTR TECH CO LTD

Workpiece origin compensation method for double-spindle machine tool based on on-machine measurement technology

The workpiece origin compensation method based on on-machine measurement technology of double-spindle machine tool comprises the following steps: step 1), selecting a geometric element to create a measurement point; step 2), determining the number of workpiece origins to be compensated and determining the reference graphic type; step 3), calculating the offset amount of the geometric element center theoretical position and the workpiece origin theoretical position; step 4), obtaining the measurement point data of the workpiece corresponding to the Z spindle and the W spindle, and calculating the actual position data; step 5), calculating the workpiece origin compensation value; step 6), compensating the actual value of the workpiece origin; and step 7), importing the machine tool control system. The workpiece origin compensation of the double-spindle machine tool is similar to that of the single-spindle machine tool, the overall position alignment or multiple local position alignment of the workpiece of the double-spindle machine tool can be realized, the application difficulty of the workpiece origin compensation of the double-spindle machine tool is reduced, and the machining efficiency is improved.
Owner:西安精雕软件科技有限公司

Cloning selection-based mourhue surface modeling method and related equipment

The invention discloses a clone selection-based mourhua surface modeling method and related equipment, and the method constructs an'antibody-parameter 'iterative optimization framework by simulating the clone selection principle of an immune system, achieves the automatic and intelligent global search of key parameters, and improves the modeling efficiency. The defect that parameters are set by depending on artificial experience in a traditional method can be effectively overcome, and then the objectivity and repeatability of the model are ensured; through loop iteration of a series of collaborative operations such as initialization, evaluation, cloning, variation, supplementation and reselection, convergence from a preset parameter space to an optimal solution can be efficiently achieved, when a precision threshold value is met, stopping and outputting an optimal antibody are achieved, and it can be ensured that a high-precision mourhua face model is obtained in limited computing resources. According to the method, full-process automation from parameter initialization to optimal model output is realized, manual participation can be remarkably reduced, the modeling efficiency is improved, the calculation process is more stable and robust, and the method can be widely applied to the technical field of data processing.
Owner:GUANGZHOU MARINE GEOLOGICAL SURVEY

Methods, devices, electronic equipment and media for predicting the relationship between diseases and genes

ActiveCN116504317BReduce the risk of low forecast error toleranceprevent overfittingMedical data miningBiostatisticsData miningGene
This invention relates to the fields of digital healthcare and artificial intelligence, disclosing a method, device, electronic device, and storage medium for predicting the relationship between diseases and genes. The method includes: constructing a disease similarity network, a gene-disease relationship network, a first integrated network, and a second integrated network; extracting representation vectors from the first integrated network, the second integrated network, and the gene-disease relationship network to obtain a first representation vector, a second representation vector, and relationship node representation vectors; performing a weighted summation of the first representation vector, the second representation vector, and the relationship node representation vectors to obtain a first target representation vector and a second target representation vector; performing a weighted summation of the first target representation vector and the second target representation vector to obtain a target representation vector; and performing linear calculations on the target representation vector to obtain the probability that the gene data to be analyzed and the disease data to be analyzed are correlated in the target representation vector. This invention can improve the intelligence and accuracy of predicting the relationship between genes and diseases.
Owner:PING AN TECH (SHENZHEN) CO LTD

Active driving netting system for intelligent fishing operation

PendingCN122004178AAvoid forced containmentreduce stressFishing netsWaterborne vesselsPropellerFishing
An active driving netting system for intelligent fishing operation belongs to the technical field of active driving netting for intelligent fishing operation, and is characterized by comprising a planar flexible mesh, an outer frame, a plurality of thin steel wires, a sensing and control integrated intelligent sensor, a horizontal propulsion propeller and a vertical propulsion propeller; the plane flexible mesh is connected to the outer side frame through the thin steel wires; the sensing and control integrated intelligent sensor is arranged on the outer side frame, the horizontal propelling propeller and the vertical propelling propeller are connected to the left rear edge, the right rear edge and the front end of the outer side frame respectively, a sealed module is arranged in the sensing and control integrated intelligent sensor, the structure is compact, the system reliability is high, fish body stress is remarkably reduced, and the service life of the system is prolonged. And cooperation with the operation process of the fish pump can be formed, the fishing efficiency is improved, and the manual participation degree is reduced.
Owner:DALIAN MARITIME UNIVERSITY