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48results about How to "Unique advantage" patented technology

Driving scene classification method based on convolution neural network

The invention discloses a driving scene classification method based on a convolution neural network, and the method comprises the following steps: collecting a road environment video image; carrying out the classification of a traffic scene, and building a traffic scene recognition database; extracting sample images of different driving scenes from the traffic scene recognition database, carryingout the feature extraction and multiple convolution training of the sample images through a deep convolution neural network, carrying out the rasterization of pixels, connecting the pixels to form a vector, inputting the vector into a conventional neural network, obtaining convolution neural network output, and achieving the deep learning of different driving scenes; carrying out the parameter optimization of a network structure of the built convolution neural network, obtaining a trained convolution neural network classifier, carrying out the adjustment of a traffic scene recognition model, and selecting an optimal mode as the standard of the traffic scene recognition model; carrying out the real-time collection of the image of a to-be-detected traffic scene, and inputting the image intothe traffic scene recognition model for the recognition of a road environment scene.
Owner:JILIN UNIV

Method for impacting micro-plasticity forming with strong laser and device thereof

A plastic micro-forming method by using strong laser shock and a device thereof belong to the field of micro-electro-mechanical system (MEMS) processing and laser micro-processing technology. The method is characterized in that the method comprises the following steps: polishing both sides of a target for experiment by electrolysis; pressing a transparent optical medium with a thickness of micrometer level on a press plate as a constrained layer; tightly pressing a metal flying plate on the optical medium; fastening the optical medium, the metal flying plate, the target and a template on a special target clamping machine through the press plate; turning on a nano-second pulsed laser; adjusting the optical path to focus the laser outputted from the nano-second pulse laser on the target surface; subjecting the nano-second pulsed laser to single emission to achieve single pulse laser shock on the target. The method can generate ultrahigh pressure and strain rate during production of a sample, and the application of pressure of the generated shock wave has higher planarity, completeness and repeatability, thus improving surface rigidity of micro-metal parts and improving micro-sensing sensitivity. Accordingly, a micro-driving device can provide higher drive force, torsional moment and energy.
Owner:JIANGSU UNIV

Imidazole onium salt anion-exchange membrane and preparation method thereof

The invention relates to an imidazole onium salt anion-exchange membrane and a preparation method thereof, belonging to an anion-exchange membrane. The invention provides an imidazole onium salt anion-exchange membrane with better thermal stability and chemical stability and a preparation method thereof. The imidazole onium salt anion-exchange membrane is prepared by adopting a polymeric membrane, and has a chemical structure of one class of high polymers with side chains containing imidazole onium salt. The imidazole onium salt anion-exchange membrane has a membrane ionic conductivity of being more than 0.01S/cm, has better thermal stability and chemical stability and can be used at high temperature and in a strong acid, strong alkali and strong oxidizing agent. The preparation method comprises the steps of: soaking a polymeric membrane in acetone, and drying to constant weight after cleaning; radiating a film by high-energy rays; placing the radiated film in a container, injecting monomers in the container to ensure that the film is completely immersed into the monomers, vacuumizing, charging inert gases to the container until no air exists in the container, placing a water bathfor reacting after sealing, removing unreacted monomers, and drying; and soaking the grafted film with a quaternization reagent, and washing with deionized water to obtain the imidazole onium salt anion-exchange membrane.
Owner:XIAMEN UNIV

Microorganism-enzyme powdery composite biological preparation for promoting crop yield increase

The invention discloses a microorganism-enzyme powdery composite biological preparation for promoting crop yield increase. The composite biological preparation is composed of, by weight, 30% of multiple microbial agents, 21% of multiple biological enzyme preparations, 25% of a microbial nutritional agent, 7% of seaweed, 3% of Fucus plant active ingredients, 3% of sodium humate, 2% of mordenite, 2% of dolomite and the balance moisture. The invention provides the microorganism-enzyme composite biological preparation for promoting high quality and high yield production of crops, and the composite biological preparation is formed by compounding of pure natural preferred strains and a variety of biological enzymes. Integrating the advantages of inoculants and enzyme preparations, the composite biological preparation has the functions of improving the soil structure, antagonizing soil pathogenic bacteria, fixing nitrogen, and dissolving phosphorus and potassium, releases iron, magnesium, manganese, zinc, sulfur, boron, calcium, silicon and a variety of medium trace elements in soil, balances absorption of nitrogen, phosphorus and potassium, removes fertilizer damage, secretes a variety of bioactive substances, enhances crop stress resistance, and can reach the effects of enhancing the yield and quality of crops.
Owner:北京微邦生物工程有限公司

Logging curve prediction method based on modal decomposition reconstruction and depth LSTM-RNN model

The invention discloses a logging curve prediction method based on modal decomposition reconstruction and a depth LSTM-RNN model. The logging curve prediction method comprises the steps: utilizing CEEMD to decompose logging curve data into limited intrinsic mode function IMF components and residual RES components which have local characteristics and are different in frequency; carrying out fluctuation degree detection on each component by a run-length detection method, and reconstructing CEEMD decomposition items with similar fluctuation frequencies into three new components with typical characteristics, namely a high-frequency item, a low-frequency item and a trend item; performing data normalization processing on the reconstructed new component and dividing training and test data; respectively establishing a depth LSTM-RNN model for each component and carrying out network training by utilizing the training data; and using the trained model to predict a missing or distorted logging curve, and finally reconstructing and reversely normalizing prediction results of the three components to obtain a logging curve prediction result. According to the logging curve prediction method, thenumber of prediction component modeling is reduced, and the prediction precision and speed are improved, and the simplicity and practicability are high, and the missing or distorted logging curve canbe predicted more accurately and effectively.
Owner:CHENGDU UNIVERSITY OF TECHNOLOGY

Uneven large deformation grade prediction method suitable for soft rock tunnel

ActiveCN110489844AThe optimization method is scientific and reasonableImprove accuracyForecastingSpecial data processing applicationsPredictive methodsRock tunnel
The invention provides an uneven large deformation grade prediction method suitable for a soft rock tunnel. The method comprises the following steps: acquiring geological conditions, construction conditions and deformation data of each existing soft rock tunnel, grading the non-uniform deformation degree into a basic deformation grade and a deformation non-uniform grade, classifying and quantifying main influence factors, and establishing a non-uniform large-deformation initial sample database of the soft rock tunnel; calculating subjective and objective weights of the main factors by adoptingdifferent methods to obtain a comprehensive weight, respectively calculating the correlation degree between each influence factor and the deformation grade and the deformation non-uniformity grade ofthe soft rock tunnel foundation by adopting a grey correlation degree theory, and reducing the influence factors of which the correlation degree is smaller than a set value; constructing a soft rocktunnel non-uniform large deformation artificial neural network prediction model by taking the reduced influence factor indexes as input parameters and taking the basic deformation grade and the deformation non-uniform grade as output parameters; and inputting the acquired data of the to-be-predicted soft rock tunnel into the artificial neural network prediction model to obtain a prediction result.
Owner:SHANDONG UNIV +1

Telescopic seam connecting method for transverse paving single-layer metal wall surface plate

ActiveCN102704578AAnti-displacementWith resistance to external forcesWallsBuilding insulationsLap jointEngineering
The invention provides a telescopic seam connecting method for a transverse paving single-layer metal wall surface plate. The method comprises the following steps that a first transverse main purline and a seam aligning sub purline are provided, and the seam aligning sub purline is vertically fixed on the end part of the main purline; a first transverse paving wall surface plate and a second transverse paving wall surface plate are provided, sealing plugs are pasted in positions near the end parts of the back sides of the first transverse paving wall surface plate and the second transverse paving wall surface plate by sealing adhesive tapes; the end part of the first transverse paving wall surface plate and the sealing plugs are fixed with the seam aligning sub purline, one side is tightly propped, and in addition, a certain lap joint length is left; the end part of the second transverse paving wall surface plate and the sealing plugs are placed at the other side of the seam aligning sub purline; a second transverse main purline and a vertical wall surface sub purline are provided, and the vertical wall surface sub purlien are respectively fixed with the end part of the second transverse main purline and the second transverse paving wall surface plate; and seam aligning stripped collected edges are provided, and the buckling and tight propping with the seam aligning sub purline is carried out. The method provided by the invention has the characteristics of displacement resistance, external force resistance, corrosion resistance, seepage resistance and the like. In addition, the performance in aspects of installation cost saving, on-site construction efficiency improvement and the like exceeds that of the traditional lap joint mode, and the unique advantages are shown.
Owner:USAS BUILDING SYST SHANGHAI

Two-chamber expansion tank for armored vehicle cooling system

The invention belongs to the technical field of water cooling, and relates to an expansion water tank for an armored vehicle cooling system. The water tank is divided into two chambers, the steam chamber and the cooling liquid chamber, by a sealed partition. The two chambers are independent and sealed, and communicate with each other through a connecting pipe. The volume of the steam chamber is 1% of the total volume of the entire expansion tank. / 3; The steam air valve is installed on the top of the steam chamber, the coolant filling screw plug is installed on the top of the cooling chamber, two reinforcement plates are respectively installed on the coolant chamber and the steam chamber, the drain plug is installed on the bottom of the steam chamber, and the coolant filling plug is installed on the top of the cooling chamber. The connection pipe is located at the bottom of the coolant chamber, and the steam connection pipe is located on the upper part of the side plate of the coolant chamber. The invention has the advantages of reducing the requirements on the layout of the entire vehicle under the premise of satisfying the normal operation of the expansion tank, and providing a technical basis and guarantee for the military armored vehicle to realize high power density.
Owner:INNER MONGOLIA FIRST MACHINERY GRP

Emotion recognition method based on brain-computer cross-modal migration

The invention discloses an emotion recognition method based on brain-computer cross-modal migration. For an emotion recognition task, cognitive representation with emotions is obtained after a human brain processes information, what is obtained by machine learning is only the formal representation of an image, and if a migration relation between the cognitive representation and the formal representation can be established, machine learning is guided through the human brain, and the machine is endowed with the emotion cognitive ability of the human brain; in order to give information perceived by the human brain to the machine, a cross-modal migration model of an image mode and an electroencephalogram mode needs to be established, so that the migration relation between the formal representation and cognitive representation is obtained. According to the method, the migration relation between the electroencephalogram mode and the image mode is explored, the relation between formal representation and cognitive representation is established, and brain-computer collaborative intelligence is achieved. In order to reduce the difference between the cognitive representation and formal representation and enable the formal representation to infinitely approach the cognitive representation, the invention designs the emotion recognition method based the brain-computer cross-modal migration.
Owner:HANGZHOU DIANZI UNIV

Anatase titanium dioxide nanobelt with exposed {010} crystal plane and preparation method thereof

The invention discloses titanium dioxide nanoribbons exposing a {010} crystal face and a preparation method thereof; an exposed crystal face, except two end faces, of the titanium dioxide nanoribbons is the {010} crystal face (the exposure rate of the {010} crystal face is close to 100%). The preparation method comprises titanate nanoribbons mainly exposing a {010} crystal face are used as raw material and are roasted at high temperature to prepare the product. The preparation processes of the titanate nanoribbons mainly exposing the {010} crystal face mainly includes four processes: hydrothermal reaction, alcohol assisting self-assembly reaction, water washing and drying. With adopting of the preparation method, not only is the exposure rate of the high-activity {010} crystal face improved, but also the specific surface area of titanium dioxide is increased. The preparation process has no need of use of fluorine-containing reagents and is an environmental-friendly green preparation method. With adopting of the preparation method, the preparation temperature of the titanium dioxide nanoribbons is reduced, and the production energy consumption and the production cost are effectively reduced. At the same time, because the titanium dioxide nanoribbons prepared by the method and exposing nearly 100% of the {010} crystal face have excellent photocatalytic activity, the titanium dioxide nanoribbons can be widely applied in the fields such as photolysis of water, environmental restoration, sensors and nano devices building.
Owner:XIANGTAN UNIV

Telescopic seam connecting method for transverse paving single-layer metal wall surface plate

ActiveCN102704578BAnti-displacementWith resistance to external forcesWallsBuilding insulationsLap jointEngineering
The invention provides a telescopic seam connecting method for a transverse paving single-layer metal wall surface plate. The method comprises the following steps that a first transverse main purline and a seam aligning sub purline are provided, and the seam aligning sub purline is vertically fixed on the end part of the main purline; a first transverse paving wall surface plate and a second transverse paving wall surface plate are provided, sealing plugs are pasted in positions near the end parts of the back sides of the first transverse paving wall surface plate and the second transverse paving wall surface plate by sealing adhesive tapes; the end part of the first transverse paving wall surface plate and the sealing plugs are fixed with the seam aligning sub purline, one side is tightly propped, and in addition, a certain lap joint length is left; the end part of the second transverse paving wall surface plate and the sealing plugs are placed at the other side of the seam aligning sub purline; a second transverse main purline and a vertical wall surface sub purline are provided, and the vertical wall surface sub purlien are respectively fixed with the end part of the second transverse main purline and the second transverse paving wall surface plate; and seam aligning stripped collected edges are provided, and the buckling and tight propping with the seam aligning sub purline is carried out. The method provided by the invention has the characteristics of displacement resistance, external force resistance, corrosion resistance, seepage resistance and the like. In addition, the performance in aspects of installation cost saving, on-site construction efficiency improvement and the like exceeds that of the traditional lap joint mode, and the unique advantages are shown.
Owner:USAS BUILDING SYST SHANGHAI

A resonance smoke box and its method for enhancing heat exchange

The invention provides a resonance flue gas box and an enhanced heat exchange method of the resonance flue gas box. The resonance flue gas box comprises a flue gas inlet (1), a flue gas outlet (3) anda resonance cavity (2) located between the flue gas inlet (1) and the flue gas outlet (3). The flue gas inlet (1) is connected with a convective heat exchange device inside a boiler, the flue gas outlet (3) is connected with a flue which is located outside the boiler and used for conveying tail flue gas, high-temperature flue gas circulates in the convective heat exchange device, and tail flue gas which is subjected to convective heat exchange enters the resonance cavity (2) through the flue gas inlet (1) and enters the flue through the flue gas outlet (3). According to the resonance flue gasbox, flue gas enters the resonance cavity through the flue gas inlet, flue gas flow at the certain speed produces self-exciting oscillation in the resonance cavity, and the oscillation is transferredto the convective heat exchange device behind a flue gas stroke, flue gas heat exchange in the whole stroke is enhanced, soot is difficultly accumulated through flue gas which is oscillated due to resonance, the good self-cleaning ability is achieved, and convenience is brought to use of the boiler.
Owner:苏州博墨热能产品有限公司

Inner chambering cutter based on continuous automatic rear chip removal of blind deep hole

The invention discloses an inner chambering cutter based on the continuous automatic rear chip removal of a blind deep hole, aiming to provide a special inner chambering cutter which is more favourable for processing special parts with irregular and complex curve, such as a conical surface, a sphere, a cylindrical surface and the like in the blind deep hole, the middle of each special part is big, and two ends of the part are small. The inner chambering cutter comprises a push-pull mechanism, a movable tool rest mechanism, an end cover and a cutter body, wherein the push-pull mechanism is formed by connecting a push-pull rod and a guide rail via a taper pin; a diamond coating machine clip blade is fixed on a small boring cutter body by a special sunk screw to form a movable tool rest mechanism; when the push-pull mechanism moves left and right, slope movement is carried out on the tool rest mechanism to realize the purpose that the tool rest mechanism radially moves; and the end cover is fixed on the front end of the boring cutter support body by two bolts to prevent a cutting fluid and cuttings from flowing into the inner cavity of a boring rod. The cutter body is composed of the boring cutter support body, a middle boring cutter body and a boring cutter body. The chip removal mode disclosed by the invention is rear chip removal in the external chip removal.
Owner:ZHONGBEI UNIV

A prediction method suitable for non-uniform large deformation grade of soft rock tunnel

ActiveCN110489844BThe optimization method is scientific and reasonableImprove accuracyGeometric CADForecastingRock tunnelInitial sample
The disclosure provides a method suitable for predicting uneven and large deformation levels of soft rock tunnels, which acquires the geological conditions, construction conditions and deformation data of each existing soft rock tunnel, and classifies the degree of uneven deformation into basic deformation levels and uneven deformation Level, classify and quantify the main influencing factors, and establish the initial sample database of soft rock tunnel with uneven large deformation; use different methods to calculate the subjective and objective weights of the main factors to obtain the comprehensive weight, and use the gray relational degree theory to calculate the influencing factors and soft rock tunnel respectively. The degree of correlation between the foundation deformation level and deformation unevenness level of the rock tunnel is reduced, and the influencing factors whose correlation is less than the set value are reduced; the reduced influencing factor indicators are used as input parameters, and the foundation deformation level and deformation unevenness level are output Parameters to construct the artificial neural network prediction model of soft rock tunnel with uneven large deformation; input the collected data of the soft rock tunnel to be predicted into the artificial neural network prediction model to obtain the prediction result.
Owner:SHANDONG UNIV +1
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