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2436results about How to "Reliable design principle" patented technology

Data desensitization method based on authority

The invention relates to a data desensitization method based on an authority. The method comprises the following steps of 1, performing sensitive data recognition on original data, and building desensitization rules for the sensitive data; 2, defining a corresponding strategy between authorities and the desensitization rules: according to the access authority of a user, controlling access authorities of sensitive information, privacy information and secret information, and according to requirements of the different authorities on the sensitive data, making desensitization strategies corresponding to the authorities; 3, positioning desensitization data: positioning and recognizing desensitization data according to features of the sensitive data during a process of accessing the informationin the original data; and 4, dynamically generating the sensitive data: when the original data is output for displaying, desensitizing and outputting the data according to the desensitization strategycorresponding to the access authority of the user.
Owner:SHANDONG CHAOYUE DATA CONTROL ELECTRONICS CO LTD

Method for simultaneously determining pile position and critical depth of anti-slide pile by using displacement monitoring

The invention discloses a method for simultaneously determining a pile position and a critical depth of an anti-slide pile by using displacement monitoring, which is applicable to determining and designing the pile position and the critical depth of the anti-slide pile on an accumulated layer landslide. The method comprises the following steps of: (1) performing investigation, analysis and evaluation aiming at the geology of a side slope to be managed to determine a landslide body region; (2) dividing grids on the landslide body and selecting a displacement monitoring point position; (3) monitoring equipment mounting and displacement monitoring; (4) determining a synthetic total displacement value S (i, j) and vertical displacement direction rate of each monitoring point of landslide displacement; (5) determining landslide instability property and an anti-slide pile space reinforcement position; (6) determining the critical depth of a shearing slip band of the landslide body; (7) determining the pile length of the anti-slide pile of the landslide; and (8) performing information construction of the anti-slide pile. The method has the advantages of less investment cost, reliable design principle, high position determination accuracy, easiness, convenience, fastness, easiness in implementation and strong engineering applicability.
Owner:QINGDAO TECHNOLOGICAL UNIVERSITY +1

electroencephalogram signal feature extraction and classification recognition method based on LSTM-FC

The invention relates to a method based on LSTM-. The electroencephalogram signal feature extraction and classification recognition method for the FC is characterized by comprising the following steps: S1, collecting and preprocessing electroencephalogram signals; S2, defining a basic model structure of the LSTM network; S3, enabling the feature matrix passing through the LSTM network to pass through a two-layer FC network to obtain an LSTM model fused with the FC network, namely, LSTM-; An FC model; S4, inputting the training set into a corresponding model for training, and updating the network by using error back propagation; S5, after the corresponding model is trained, inputting the test set into the model to obtain the final classification accuracy of the motor imagery task, and thenthe performance of the model is evaluated; S6: comparing performance of LSTM and LSTM-FC models to obtain the best model.
Owner:QILU UNIV OF TECH +1

Flow channel type marine organism adhesion testing device

The invention belongs to the technical field of marine organism tests and anti-fouling materials, and relates to a flow channel type marine organism adhesion testing device which is used for simulating the flowing state on the surface of a ship body, testing the adhesion of marine fouling organisms on the material surface and researching the effect of different flowing speed and environment conditions on the adhesion of marine fouling organisms. A water inlet, an stainless steel plate with openings, a honeycomb-shaped polycarbonate sheet, a stainless steel sieve plate and an exhaust valve are respectively manufactured on the upper side in a settling chamber of a box structure from right to left, a test cavity is manufactured at the left end of the settling chamber transversely, a differential pressure transformer is manufactured on the side edge at left end of the test cavity, a vacuum pump is arranged in the test cavity, a water tank is arranged at the left side end of the test cavity, a light source is manufactured at the top of the water tank, an outlet pipeline at the bottom part of the water tank is communicated with the water inlet under the control of a multi-end valve, and a frequency conversion pump, a flow meter and a pressure transmitter are respectively manufactured in the communicated pipeline sequentially; the structure is simple, the usage and operation are convenient and the data test is accurate, thereby being convenient for application and popularization.
Owner:725TH RES INST OF CHINA SHIPBUILDING INDAL CORP

Identity authentication method and system based on digital signature of token

The invention relates to an identity authentication method and system based on a digital signature of a token. The method comprises the following steps: a client sends a request; if a server-side detection module detects that received request information does not carry the token, a return module returns error information to prompt a user to carry out verification again; if the server-side detection module detects that the received request information carries the token, a verification module verifies the digital signature; and if the digital signature is valid, a server decryption module decrypts token contents through a private key, the verification module verifies the validity of the token contents, and data is acquired for subsequent operations. The method and system adopting the technical scheme has the advantages that authentication and status information of a user is managed and operated through server-side encryption and decryption technologies, so that no relevant information isstored on a server, and high safety and higher efficiency are further ensured.
Owner:ZHENGZHOU YUNHAI INFORMATION TECH CO LTD

Hardware real-time operation system

The invention belongs to the technical field of computer equipment and relates to a hardware real-time operation system. A timing manager is used for realizing time delay and periodic execution of a task through a hardware timer; a task manager is used for realizing operation management of a task control block queue; an event manager is used for realizing operation and management of a semaphore control block, a mutually exclusive semaphore control block, a semaphore set control block, a message mailbox control block and an event control block of a message queue control block; and a bus interface manager is used for realizing data transmission and control between a processor and the real-time operation system. The hardware real-time operation system has a reliable design principle, an advanced design concept and a scientific contract technical means, adopts a cross embedded technology and an integrated circuit technology to achieve a hardware real-time operation system IC (integrated circuit), effectively improves real-time performance, reliability and stability of the real-time operation system, and has wide development and application values.
Owner:QINGDAO UNIV

The invention discloses an LSTM-based electroencephalogram signal rapid classification and identification method

The invention relates to an LSTM (Long Short Term Memory)-based electroencephalogram signal rapid classification and identificationrecognition method, which is characterized by comprising the following steps of: S1, acquiring and preprocessing electroencephalogram signals; S; s2, defining an LSTM network structure, and constructing a network model by using open-source deep learning architecture TensorFlow; S; s3, comparing the real label with the predicted label, calculating loss by utilizing a cross entropy loss function, and selecting an optimal optimization function to optimize the network,so as to improve the training accuracy; and S4, predicting labels of the test set by using the trained model, comparing the labels with real labels, and evaluating the model.
Owner:QILU UNIV OF TECH

Motor vehicle collision accident simulation method

The invention belongs to the technical field of motor vehicle collision accidents and relates to a motor vehicle collision accident simulation method. The method comprises the following steps: firstly setting motor vehicle collision parameters and inputting into a well-established computer simulation system which automatically calculates the motor vehicle collision parameters for further judgment and analysis; calculating stress condition, so as to judge whether elastic-plastic collision or rigid collision occurs; then calculating collision energy so as to activate a sound trigger to generate collision sound, and closing the motor vehicle braking or collision sound; and finally, recording the collision cache data, outputting and displaying collision energy files, screenshot files and parameter files, and terminating the collision process. The method provided by the invention has the advantages of simple technological process, reliable design principle, and real simulation scene, is favorable for analysis and judgment, and can be widely used for teaching, scientific research, accident analysis and other occasions.
Owner:QINGDAO TECHNOLOGICAL UNIVERSITY

Method for measuring geological landslide displacement by using rainfall

The invention belongs to the technical field of geological landslide measurement and relates to a method for measuring geological landslide displacement by using rainfall. The method includes five steps: landslide area rainfall and landslide displacement data monitoring, rainfall and landslide displacement monitored data preprocessing, landslide displacement and rainfall correlation analysis calculating, landslide displacement and rainfall hysteresis analysis calculating and evaluating and forecasting. The step of landslide displacement and rainfall correlation analysis calculating specifically includes: (1) building a rainfall main sequence and a landslide displacement subsequence; (2) performing dimensionless normalization processing for the rainfall main sequence and the landslide displacement subsequence; (3) obtaining difference information of a matrix; (4) obtaining the correlation coefficients indicating correlation of the main sequence and the subsequence; and (5) obtaining the average value of all the correlation coefficients, namely the final correlation degree. The method is simple to achieve, reliable in design principle, accurate in calculation and analysis, fast and high in accuracy by performing calculating through a computer, low in cost, good in monitoring and early-warning effects, obvious in benefit and high in monitoring efficiency.
Owner:QINGDAO TECHNOLOGICAL UNIVERSITY

Automatic tube drawing device of doffer

The invention belongs to the technical field of textile equipment, and relates to an automatic tube drawing device of a doffer. A main air cylinder component and a reducing motor are connected onto a doffer frame respectively; a bracket for mounting a guiding wheel is fixed on the doffer frame; a gear is meshed with racks fixed on the doffer; a driving shaft is mounted in a bearing pedestal of a driving rocker arm and is supported through a rolling bearing; a front driving rocker arm and a rear driving rocker arm are in key joint with and fixedly mounted onto the driving shaft respectively; a driving rocker arm guiding shaft is fixedly mounted in holes corresponding to the front driving rocker arm and the rear driving rocker arm; a driven rocker arm is supported through a sliding bearing mounted in a driven rocker arm bracket and is mounted on a pin shaft for a driven rocker arm in an interference fit manner; a driven rocker arm guiding shaft is mounted in a hole corresponding to the driven rocker arm; and a connecting rod is mounted on the driving rocker arm guiding shaft and the driven rocker arm guiding shaft, and performs reciprocating motion along the two guiding shafts. The automatic tube drawing device has reliable principle, simple structure, high tube drawing effective rate and friendly production environment, is safe in operation and running, and saves human resources.
Owner:QINGDAO UNIV

System and method for controlling restart of single hard disk by using BMC

The invention relates to a system and method for controlling the restart of a single hard disk by using a BMC. The system comprises a BMC chip and a CPLD chip, wherein the BMC chip is connected with aPCIE expansion chip; a CPLD chip is connected with a cold restart controlling chip and a hard disk interface; the PCIE expansion chip is connected with the hard disk interface to receive instructionsfrom the BMC chip and conduct different kind of controls after judging the instruction information; the CPLD chip is connected with the PCIE expansion chip, a hard disk is connected with the hard disk interface; and a power supply module is connected with the cold restart controlling chip. By the communication between the BMC chip and the PCIE expansion chip, which transmits the information to the rear panel of the hard disk to conduct controls on cold and hot restarts of the hard disk, the monitoring ability of the BMC is improved, the ability of controlling the single hard disk is improved,the insufficient support for the cold start and hot restart function of the single hard disk is compensated, the maintainability of the hard disk is improved and the data protection of the hard diskis enhanced.
Owner:SUZHOU LANGCHAO INTELLIGENT TECH CO LTD

Identity-based closed key management method and system

The invention provides an identity-based closed key management method and system. The method comprises the following steps: 1, an identity authentication request is submitted to an identity authentication server when a user logs in, and a user token is returned upon successful identity authentication; 2, when the user requires encryption / decryption service, the token and user data are submitted toan encryption / decryption service module; 3, the encryption / decryption service module submits the user token to a key management server, and requests a user data key; 4, the key management server requests the identity authentication server to verify the validity of the token, and the key management server searches for user data key ciphertext through a user ID upon successful verification; 5, thekey management server obtains user data key plaintext through decryption and returns the user data key plaintext to the encryption / decryption service module; and 6, the encryption / decryption service module carries out encryption / decryption operation on the user data through the user data key, and returns an encryption / decryption result. The system comprises the identity authentication server, thekey management server, a hardware security module, and the encryption / decryption service module.
Owner:ZHENGZHOU YUNHAI INFORMATION TECH CO LTD

Data synchronization method and system based on multi-cloud management, terminal and storage medium

The invention provides a data synchronization method and system based on multi-cloud management, a terminal and a storage medium. The method comprises: collecting an incremental log of a target cloudplatform by utilizing a database incremental log monitoring tool; capturing the incremental log by utilizing a log analysis service, analyzing the incremental log and sending the incremental log to anintermediate message queue; and creating a monitoring thread of the message queue, and if the monitoring thread monitors that the updated incremental log exists in the message queue, synchronizing the update content of the incremental log to a cache library of a local cloud platform. The defect of overhigh load on the database when the opposite-end platform database is continuously queried is avoided, and the real-time performance of data information updating is improved.
Owner:INSPUR SUZHOU INTELLIGENT TECH CO LTD

Automatic monitoring method and system for open source component vulnerabilities

The invention provides an automatic monitoring method and system for open source component vulnerabilities. The automatic monitoring method comprises the following steps: scheduling crawlers to searchand capture data newly published by bug disclosure platforms at home and abroad; recording the grabbed data and updating the grabbed data to a local open source component vulnerability library; scheduling an open source component used by the fingerprint scanner detection system and service, recording a scanning result and updating the scanning result to an open source component database; matchingthe grabbed data with information in an open source component database to screen components with risks at present; and performing early warning on related responsible persons by a scheduling component vulnerability feedback recording mechanism. The automatic monitoring method can realize Automatic vulnerability early warning tracking and security construction, so that security personnel only needto pay attention to screened vulnerabilities related to products and companies. Therefore, the extra-large workload is saved, and the security vulnerability discovery and tracking efficiency is improved; the vulnerability tracking range is expanded; and the latest burst vulnerability can be responded within 24 hours, so that the company network security response timeliness is improved.
Owner:SUZHOU LANGCHAO INTELLIGENT TECH CO LTD

Text similarity measurement method based on semantic document expression

The invention provides a text similarity measurement method based on semantic document expression, which comprises the following steps: acquiring two texts to be compared, and respectively performingword segmentation preprocessing on sentences of each text; mapping the preprocessed vocabularies of the two texts to generate word vectors; processing each text through a convolutional neural networkmodel CNN and a bidirectional long-short-term memory loop network model BiLSTM, and extracting CNN sentence semantic features and BiLSTM sentence semantic features of each text; for each sentence semantic feature of each text, capturing an attention feature through an attention mechanism model, generating a weight vector, calculating a weight sum, generating a CNN semantic representation vector and a BiLSTM semantic representation vector, and respectively splicing the two semantic representation vectors of each text to generate a vocabulary semantic association feature vector; and constructinga similarity calculation function according to the vocabulary semantic association feature vectors of the two texts, and calculating the similarity of sentences of the two texts.
Owner:山东山大鸥玛软件股份有限公司

Multi-parameter adjustable electrolytic cell device for loading process

The invention belongs to the technical field of corrosion and relating to a multi-parameter adjustable electrolytic cell device for a loading process. A test sample is vertically arranged in a cylindrical heat-insulation solution groove and the upper end of the test sample is communicated with a potentiostat; the test sample passes through the center of the bottom of the heat-insulation solution groove; an auxiliary electrode which is communicated with the potentiostat is arranged at one side of the upper middle part of the inner cavity of the heat-insulation solution groove; a heat-insulation rubber pipe which is communicated with a solution preparation groove is arranged at one side of the upper part of the heat-insulation solution groove; one side of the lower part of an anti-leaking device is communicated with an etchant solution pipeline through a mini-type water pump; the lower end of a reference electrode is inserted into the vertical port of a Luggin capillary and the upper end of the reference electrode is electrically communicated with the potentiostat; and the horizontal flat section of the Luggin capillary passes through the side wall of the heat-insulation solution groove so as to be communicated with the test sample in a connection manner. The multi-parameter adjustable electrolytic cell device for the loading process has the advantages of simple overall structure, reliable design principle, good use safety, strong automatic adjustment effect, good controllable measurement performance and less environmental pollution.
Owner:725TH RES INST OF CHINA SHIPBUILDING INDAL CORP

Fuzzy comprehensive evaluation method for economic operation of power distribution network

The invention provides a fuzzy comprehensive evaluation method for economic operation of a power distribution network. The fuzzy comprehensive evaluation method comprises the following steps: S1, establishing an economic operation evaluation index system of the power distribution network; S2, establishing a comment set, and generating a standardized evaluation matrix of the economic operation evaluation indexes of the power distribution network according to the comment set; S3, performing weight calculation on each power distribution network economic operation evaluation index based on entropycorrection AHP weighting; and S4, establishing a power distribution network economic operation fuzzy calculation model, and performing fuzzy processing calculation on the standardized evaluation matrix. According to the power distribution network economic operation fuzzy comprehensive evaluation method provided by the invention, the problem that grading boundary information has fuzziness and randomness in current power distribution network economic operation comprehensive evaluation is avoided, the uncertainty of expert judgment is reasonably processed, and meanwhile, the problem of divergence of comprehensive score interval numbers is avoided.
Owner:STATE GRID SHANDONG ELECTRIC POWER CO SHOUGUANG POWER SUPPLY CO +2

Cloud monitoring system and monitoring method with high availability

InactiveCN106878111AReduce transmissionAvoid single node failure problemData switching networksHigh availabilityComputer module
The invention relates to a cloud monitoring system and monitoring method with high availability. The system comprises agent modules arranged at nodes to be detected. The method is characterized in that each agent module sends the collected state information of each node to be detected to an agent Cluster node, and the agent Cluster node sends the collected data to a server end, wherein the nodes to be detected comprise a physical host machine and a virtual machine; and the period of collecting data by the agent modules is adjusted dynamically, the transmission of the redundant data of the monitoring system is reduced, and the high efficiency and stabilization of the cloud monitoring system are ensured. At the same time, the nodes report the running states of the nodes periodically, and a single node failure problem is avoided through an election algorithm.
Owner:ZHENGZHOU YUNHAI INFORMATION TECH CO LTD

Testing apparatus for fluid resistance performance of flat plate surface

The invention discloses a testing apparatus for a fluid resistance performance of a flat plate surface. The testing apparatus is characterized in that a water tank, a frequency conversion pump, a settling chamber, a diffusion section, a contraction section, a working section and a spreading section are communicated successively to form a water circulation system. A test box is arranged above the working section and a lower opening is communicated with an upper pipe wall of the working section; and a bottom of a horizontal testing flat plate suspended inside the test box is flush with the inner wall of the upper pipe wall of the working section to form a constituent part of a flowing channel and the part is located above the flow of the working section. A pressure contact of a pressure sensor is in movable contact with a suspension rod of the testing flat plate along a horizontal direction; and the pressure sensor and a programmable logic controller arranged outside the test box are connected electrically. Therefore, a drag reduction effect of the flat plate surface after texturing or reducing material coating can be measured accurately; the stable flow is obtained based on the precise structure design of the water circulation system; and the interference like friction between the frame of the pipe wall and the flow is eliminated by suspending the testing flat plate. Moreover, the testing method is simple and is easy to operate; and the testing is accurate.
Owner:WUHAN UNIV OF TECH

Bus sectioning charging device, charging method, radio frequency card and card reader

The invention belongs to the technical field of bus charging devices, and relates to a bus sectioning charging device. The bus sectioning charging device comprises radio frequency cards carried by passengers, bus-mounted units in buses and a remote server, each bus-mounted unit comprises a central processing unit, a card reader connected with the central processing unit, a GPS positioning device, a liquid crystal display, an audio device, a data storage device and a bus-mounted wireless remote communication device, and each bus-mounted wireless remote communication device is communicated with the remote server. The bus sectioning charging device has the advantages that mileage for the passengers taking the buses is calculated according to information when the passengers get on the buses and information when the passengers get off the buses, bus taking fees are calculated according to the mileage, fee deduction operation is completed through remote communication, and the purpose of achieving charging bus taking fees according to the mileage is achieved truly. In addition, the bus sectioning charging device is reliable in design principle and simple in structure, and has quite wide application prospect.
Owner:山东同其智能科技有限公司

Hyperbranched slow-swelling profile control particles and preparation method thereof

ActiveCN103555305ARegular structureWater swelling process is slowDrilling compositionPolymer scienceNetwork structure
The invention discloses hyperbranched slow-swelling profile control particles and a preparation method thereof. The profile control particles are prepared by drying, crushing and screening a functional skeleton monomer, an acrylamide monomer and a temperature-resistant and salt-resistant monomer by taking ammonium persulfate or azobisisobutylamidine as an initiating agent and adopting hydrogel prepared by a free radical copolymerization method, wherein the functional skeleton monomer is obtained by adopting methyl methacrylate to perform terminal group modification on polyamide-amine; the temperature-resistant and salt-resistant monomer is N-vinyl pyrrolidone, 2-acrylamide-2-sodium methylacrylsulfonate or sodium vinylsulfonate. The profile control particles disclosed by the invention take a hyperbranched skeleton unit as a core to form a three-dimensional network structure, and form hydrogel with high strength and strong toughness after water swelling to block a high-permeability layer to promote liquid flow diversion, so that the profile control particles can be used for deep profile control of an oil reservoir with the temperature of 60-120 DEG C and mineralization degree of 2*10<4>-20*10<4>mg/L. The preparation method of the profile control particles is reasonable in principle and simple and convenient in operation and has broad application prospects.
Owner:SOUTHWEST PETROLEUM UNIV

Method or measuring stress of heavy metals on plants by using plant micro-domain chlorophyll fluorescence method

InactiveCN104568887AGood consistency of photoelectric parametersLittle outside influenceFluorescence/phosphorescenceLuminous intensityPhotoluminescence
The invention belongs to the technical field of heavy metal pollution analysis and relates to a method or measuring stress of heavy metals on plants by using a plant micro-domain chlorophyll fluorescence method. The method comprises the following steps: putting plant leaves and quartz glass sheets in a shading box together, taking the representative part of to-be-measured plant leaves, regulating the temperature of a measuring environment to be 20 DEG C, selecting an xenon lamp as a plant fluorescence direct excitation source under shading or infrared conditions, adopting a parallel light source, and recording the photoluminescence intensity; and finally, determining the expression amount of plant leaves stressed or damaged by heavy metals. The method is simple in measurement process, reliable in design principle, convenient to use and operate, high in measurement accuracy, wide in application range and friendly in measurement environment.
Owner:SHANDONG NORMAL UNIV

Particle swarm optimization based B spline curve fitting method and system

The invention provides a particle swarm optimization based B spline curve fitting method and system. A contour image of a target object is collected; contour data points of the target object are obtained according to the collected contour image; the initial control point and node vector of a B spline curve are calculated and obtained on the basis of the obtained contour data points; an initial swarm of the coordinate of the initial control point is constructed, and the initial control point is optimized by particle swarm optimization to obtain an optimized control point; and a fit B spline curve is formed according to the obtained node vector and optimized control point. The B spline curve fitting accuracy and reliability are improved.
Owner:UNIV OF JINAN

Flow management method and device based on virtual route, terminal and storage medium

The invention provides a flow management method and device based on a virtual route, a terminal and a storage medium. The flow management method based on the virtual route comprises the following steps: creating a virtual route on computing nodes belonging to the same network node; obtaining virtual machine topology information of the computing node, and generating a path table of computing node virtual route transmission data according to the topology information; obtaining a target address of a data packet uploaded by the virtual machine to the computing node to which the virtual machine belongs; querying a matching path in the path table according to the target address; and forwarding the data packet according to the matching path. The invention separates an original function that the route has to be judged through the network node and divides the function into each computing node, so that the virtual route on each computing node is responsible for path judgment and forwarding on the node; therefore, the flow can be transmitted directly to each other in the two-layer network without going to the network node to obtain a path; therefore, the flow load pressure of the network nodeis reduced, and the bottleneck problem of the network node is solved.
Owner:ZHENGZHOU YUNHAI INFORMATION TECH CO LTD

Server network card remote testing method and device, terminal and storage medium

The invention provides a server network card remote testing method and device, a terminal, and a storage medium. The method comprises the following steps: logging to a target server system through a BMC serial port redirecting function; circularly executing the restarting of a target server network card by utilizing an interaction script; establishing network connection with a target server and monitoring a connection state; and generating a network card testing result according to the synchronization of the connection state and the network card restarting. An operation of manually inputting atest instruction can be avoided, the opening / closing function pressure testing of the network card can be realized without using the system network, the testing time is greatly saved, and the servernetwork card testing efficiency is improved.
Owner:ZHENGZHOU YUNHAI INFORMATION TECH CO LTD

Deep sea mud environment corrosion testing apparatus

The invention belongs to the technical field of sea natural environment corrosion testing equipment, and relates to a deep sea mud environment corrosion testing apparatus. The bottom of a test frame is fixedly provided with a test sample; the lower ends of four columns of the test frame are aligned with the lower edge of the test sample, and the outer side of one column is fixedly provided with a circular sea mud sampler; a counterweight cast iron plate is arranged on a counterweight slideway prepared on the bottom side surface in the test frame; the upper part of the corresponding counterweight slideway on the right side in the test frame is fixedly provided with an environmental factor test unit and a corrosion test unit; the left side in the test frame is fixedly provided with a coil barrel; a recovery cable is arranged in the coil barrel; the upper part of the test frame is connected with a floating body which is supported and fixed by a floating body bracket; the middle part of the floating body is fixedly provided with two acoustic releasers; and an upper end bracket structure of each of the two acoustic releasers is provided with a suspension circular ring. The invention has the advantages of simple major structure, reliable design principle, large sample measurement amount, high test data quantity, high accuracy and friendly test environment, and is simple to use and operate.
Owner:725TH RES INST OF CHINA SHIPBUILDING INDAL CORP

MobileNetV3-based real-time human head classification detection method

The invention provides a MobileNetV3-based real-time human head classification detection method. The method comprises the following steps of S1, selecting a training data set and performing classification labeling on the selected training data set, wherein the training data set comprises a mask face data set, a face data set and a head data set; S2, performing enhancement processing on the image data of the labeled training data set; S3, generating a priori box for each category according to different categories of the training data set; S4, constructing a model based on the MobileNetV3, and training the model through the training data set; and S5, applying the trained model to the large screen, and reasoning the real-time human head image captured by the large screen camera to obtain a classification detection result. According to the invention, rapid and accurate classification detection of the human head is realized, key information points of the human face are provided, and a classification detection result provides a data basis for subsequent processing.
Owner:星宏集群有限公司

Soft Sensing Method of SO_2 Emission from Power Plant Based on Variable Compression BP Neural Network

The invention relates to a soft sensing method for SO2 emission of a power plant based on variable compression BP neural network, comprising the steps of S1, collecting sample data about time variation in a wet flue gas desulfurization system, and determining neurons of an input layer and an output layer of the dynamic neural network according to the collected sample data; 2, performing correlation analysis on that sample data, compressing the original sample variable to remove sample data whose correlation with SO2 in the flue gas at the outlet of the wet flue gas desulfurization system is less than 0.2; Step S3: Compressing by using the variable-BP neural network model wet flue gas desulfurization system, establish wet flue gas desulfurization system prediction model; Step S4, calculating the predicted value of SO2 concentration at the flue gas outlet of the wet flue gas desulfurization system by using the wet flue gas desulfurization prediction model established in the step S3; StepS5: controlling The slurry spraying amount of the wet flue gas desulfurization system by using the predicted value of step S4.
Owner:李东峰

An FPGA-based domestic platform database acceleration system and method

The invention provides an FPGA-based domestic platform database acceleration system and method, the system comprises a host and an FPGA board card connected with the host, and the host comprises a CPU, a PCIe driver and an HOST program. The FPGA board card is connected with the CPU through a PCIe interface; The PCIe driver is used for establishing a data transmission path between the CPU and the FPGA; The HOST program is responsible for operation analysis and distribution, so that the CPU unloads the compute intensive tasks to the FPGA for execution; The FPGA chip is used for executing the computing intensive tasks unloaded by the CPU; The host also comprises a Kernel. Lib module and an operation support library; and the Kernel. Lib module is used for realizing issuing of a parallel acceleration function file and an algorithm by utilizing the operation support library.
Owner:SHANDONG CHAOYUE DATA CONTROL ELECTRONICS CO LTD
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