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284results about How to "Reduce fit" patented technology

Indoor positioning method based on BP neural network and improved centroid algorithm

The invention relates to an indoor positioning method based on a BP neural network and improved a centroid algorithm, belonging to the field of wireless communication and intelligent control. The indoor positioning method comprises the steps of: carrying out data acquisition under an indoor environment, recording and storing reference node coordinates, blind node coordinates, a distance d between a reference node and a blind node and corresponding receiving signal strength indicators (RSSI) during experimenting; training an established BP neutral network by using the RSSI and the distance d; training and checking the established BP neutral network by using an actual RSSI and the corresponding distance d to obtain a function; calling the function to obtain the distance d of the reference node and the blind node; obtaining more than three reference nodes with the distance d from the blind node; taking the three reference nodes with highest RSSI, obtaining three circles with the distance d as a radius; and solving two points of lines of centers of three circles in pairs with two points crossed with two circumferences to obtain six points, and solving centroids of the six points, i.e. the blind node coordinates. The method is more accurate in positioning, thus algorithms are simplified.
Owner:BEIJING UNIV OF TECH

Hydraulic self-elevating template for vertical shaft and construction method thereof

The invention discloses a hydraulic self-elevating template for a vertical shaft. The hydraulic self-elevating template comprises a template device, a mold withdrawal device, an anchoring device and a climbing frame device which is arranged below the template device and is used for climbing of a whole template assembly, wherein according to the climbing frame device, a plurality of climbing frame guide rails are connected with an anchor cone through a suspension shoe; the climbing frame is connected with the suspension shoe through a suspension box; one end of a hydraulic jack is connected with the suspension box, and the other end of the hydraulic jack is connected with a locking device; and the locking device is connected with the climbing frame guide rails. According to the hydraulic self-elevating template, the whole device can self climb in the vertical shaft so as to finish pouring, and the fit between the vertical shaft and a ground platform is reduced. The template device, the climbing frame device and a four-layer working platform form an integral system, under the action of power provided by the hydraulic jack, the integral system can self climb in the vertical shaft, and the template is easy and convenient to operate and high in construction efficiency; and therefore, the construction quality of concrete is guaranteed, and the construction safety is improved; and moreover, the hydraulic self-elevating template is suitable for construction of the vertical shaft in a high-depth concrete structure, and working conditions that the template is required to be transferred by a plurality of times.
Owner:CHINA GEZHOUBA GROUP CO LTD

Magnetism-increasing decoupling axial-flux switching dual-rotor motor

The invention discloses a magnetism-increasing decoupling axial-flux switching dual-rotor motor. A rotor of the motor adopts a disc-type salient pole structure, and a stator is embedded between a first rotor and a second rotor, is of a salient pole structure and comprises a stator core, a tangential permanent magnet, a magnetism-increasing permanent magnet, a radial permanent magnet and an armature winding. In the magnetism-increasing decoupling axial-flux switching dual-rotor motor, the magnetism-increasing permanent magnet is additionally arranged on the central surface of the stator core of the motor, the whole magnetic path of the motor is divided into a left part and a right part, the magnetism-increasing permanent magnet plays a role in suppressing coupling of the left rotor magnetic path and the right rotor magnetic path, the coupling of the left rotor magnetic path and the right rotor magnetic path can be reduced to a certain extent, and thus, the left rotor and the right rotor have abilities of independent running. Meanwhile, a magnetism gathering effect is generated among the magnetism-increasing permanent magnet, the tangential permanent magnet and the radial permanent magnet, the gap flux density of the motor is further increased, and the power density of the motor is improved. No winding and no permanent magnet are arranged on the rotors, the magnetism-increasing decoupling axial-flux switching dual-rotor motor has the characteristics of simplicity in structure, low cost and small rotational inertia, is applicable for running at a high speed, and can be rapidly started, and a few iron core materials are required for the disc-type structured rotor.
Owner:JIANGSU UNIV

Non-rolling construction method for vertical cylinder storage tank and fixture thereof

The invention relates to a plate-rolling-free construction method for a vertical cylindrical storage tank and a clamp thereof. The method comprises the following steps: during construction, not using a plate roller to roll a wall plate of the storage tank, correspondingly welding at least one vertical welding line positioning plate at two edges inside the wall plate, welding at least one wall plate positioning frame at the upper edge and the lower edge, regulating radians of most wall plates by adopting the elasticity of the most wall plates for direct installation, and regulating the width of the vertical welding lines at the joint of each wall plate, the radians of the wall plates, the vertical positioning of each wall plate, and the like by using a special vertical welding line adjusting clamp and other normal clamps, to achieve assembly installation of the wall plates at the cylindrical part of the tank. The method has the advantages of simple and easily-mastered installation construction process, simple structure and low cost of the required clamps, fewer constructors and auxiliary facilities, low intensity of labor, short construction period, low cost, good installation quality, wide application range, and the like. Compared with the plate rolling construction method, the method can save labor by more than 5 percent, can reduce the construction period and the construction cost by more than 10 percent, and has great popularization value.
Owner:CHINA GASOLINEEUM JILIN CHEM ENG & CONSTR

Medical image sample screening method and device, computer equipment and storage medium

The invention relates to a medical image sample screening method and device, computer equipment and a storage medium, for carrying out intelligent screening on unlabeled medical image samples. The medical image sample screening method includes the steps: carrying out model training on a labeled sample set by utilizing a Mask-RCNN model so as to obtain a focus target detection depth model; predicting the unlabeled medical image sample set according to the focus target detection depth model to obtain a prediction result of each medical image sample and judge a labeling value; and selecting a medical image sample with high annotation value to perform annotation confirmation, performing iterative updating on the focus target detection depth model, and ending the iterative updating until the performance of the focus target detection depth model cannot continue to annotate a new sample. According to the medical image sample screening method, under the condition of limited computing resourcesor annotation cost, the high-value small data set is actively mined and extracted, and efficient diagnosis and decision making are achieved by simulating a medical expert intelligent learning mode, and the intelligent degree is high, and the processing speed is high, and the problem that the annotation efficiency is low is effectively solved.
Owner:PING AN TECH (SHENZHEN) CO LTD

Flexible display panel and preparation method thereof, display device and display module

The invention relates to the technical field of display, and provides a flexible display panel and a preparation method thereof, a display device and a display module. The flexible display panel comprises a plane area, a first bending area, a second bending area and a corner bending area, the first bending area is connected to the first edge of the plane area in the first direction, the second bending area is connected to the second edge of the plane area in the second direction, and a set angle is formed between the second direction and the first direction; a corner bending area is connectedto the corner of the plane area; a corner bending area is arranged on the base and connected between the first bending area and the second bending area, the corner bending area is provided with a plurality of first hole sets, after the corner bending area is bent, the width of the first hole set located in the middle of the corner bending area is increased, and the width of the first hole set located in the edge area of the corner bending area is decreased. Tensile strain and compressive strain are absorbed through the first hole set, and attaching cracks and edge area wrinkles of the flexibledisplay panel are reduced. No bubbles can be generated.
Owner:BOE TECH GRP CO LTD +1

Ultra-short-term wind power prediction method considering historical sample similarity

The invention discloses an ultra-short-term wind power prediction method considering the historical sample similarity, and the method comprises the following steps: analyzing the correlation between acurrent power value and a historical power value and the correlation between the current power value and a meteorological factor historical value, screening attributes with higher correlation, constructing historical samples, and reflecting the information of the power of a fan at the current moment. After dimension reduction of a historical sample matrix is conducted through a principal component analysis method, K-means clustering is carried out, and an appropriate clustering category K is selected according to a prediction effect, wherein K different clustering categories represent power generation conditions of different wind conditions; according to the category labels, historical numerical weather forecast information is adopted as input, the wind power value at the current moment is adopted as output, corresponding K support vector machine prediction models are established, and hyper-parameters such as the penalty coefficient and the kernel function bandwidth of the support vector machine are determined through a cuckoo search algorithm. According to the method, the problems that all external information cannot be reflected and overfitting are solved, the prediction precision can be effectively improved, and therefore the wind power absorption capacity is improved.
Owner:STATE GRID CORP OF CHINA +2

Hydraulic hanger of double block type sleeper for passenger special line

InactiveCN101708803ASmooth liftSmall force without deformationLoad-engaging elementsEngineeringMechanical engineering
The invention relates to a hydraulic hanger of a double block type sleeper for a passenger special line, belonging to double block type sleeper product pile and loading devices and comprising a small-sized hydraulic station, lifting eyes, a fixed hanger frame, an execution oil cylinder, a movable telescopic link, movable telescopic integrated suspension arms, a buffer positioning protective rod and movable arm lifting support plates; the movable telescopic integrated suspension arms capable of stretching and retracting are respectively arranged at two ends of the fixed hanger frame so as to form a door type structure, i.e. two movable telescopic integrated suspension arms are respectively connected with two ends of the fixed hanger frame through the execution oil cylinder and the movable telescopic rod which are fixedly arranged on the fixed hanger frame; the fixed hanger frame is symmetrically provided with the lifting eyes; the hydraulic station is arranged on the fixed hanger frame; the buffer positioning protective rod is arranged below the fixed hanger frame; evenly-distributed movable arm lifting support plates are longitudinally arranged inside the movable telescopic integrated suspension arms; and opposite movable arm lifting support plates are positioned on the same plane. The hydraulic hanger has the advantages of flexible operation, orderly piling, safety and reliability, improves the operation efficiency, reduces the labor intensity and ensures the quality of products.
Owner:中铁株洲桥梁有限公司

Testing apparatus of impact vibration of general CAB

The invention relates to the mechanical technology field, more particularly to a testing apparatus of impact vibration of general curtain air bag (CAB). The apparatus comprises a main body structure consisting of a base plate and a main substrate, stiffeners, a connection block, bolts. The apparatus is characterized in that: the base plate and the main substrate are connected vertically to form the main body structure of an inverted T shape; Fixed orifices are arranged on the main substrate, and the connection block is fixed on the fixed orifices by bolts; and the main body structure of an inverted T shape is provided with the stiffeners. Compared with the prior art, the technology employed in the invention is characterized in that: a T-shaped or a double T-shaped main body structure is employed; and a plurality of stiffeners are combined. In addition, the apparatus with a simple structure enables a center of gravity of combination of the to-be-tested CAB and a clamp to pass an axis of a vibration table easily. Moreover, according to the invention, a frequency coverage range is extended, a processing cycle is effectively shortened, and the modification cost is low; an integrated framework is stable; an assembly structure of the connection block can be adjusted according to an actual demand; Welding deformation is effectively reduced because of the focus of utilization of connection by bolts.
Owner:SHANGHAI LINGANG JOYSON SAFETY SYST CO LTD +1

Cloth defect detection method and system based on deep neural network

ActiveCN111462051AHigh location informationGood semantic informationImage enhancementImage analysisEngineeringNetwork model
The invention discloses a cloth defect detection method and system based on a deep neural network, and belongs to the technical field of pattern recognition. The method comprises the steps that a defect cloth image training set is used for training a deep neural network model, labels are defect types and real frame position information, the deep neural network model is composed of a backbone network and a detection network, and the backbone network is used for extracting three feature maps with different scales from defect cloth images; the detection network includesthree detection sub-networks and the detection result fusion module, wherein the three detection sub-networks are the same in structure. Each detection sub-network is used for detecting a defect type and prediction frame position information from the feature map, and consists of three dense connecting blocks, and the feature channel connection between the dense blocks is used for enhancing feature transfer, and the detection result fusion module is used for performing non-maximum suppression on the prediction result to obtain a final prediction frame and a defect type, and inputting to-be-detected cloth into the traineddeep neural network model to obtain a detection result, so that the type and the position of the defect in the cloth can be detected more quickly and accurately.
Owner:HUAZHONG UNIV OF SCI & TECH

Fabrication method of vertical-structure blue-light LED chip

The invention discloses a fabrication method of a vertical-structure blue-light LED chip. The fabrication method comprises the steps of firstly, taking a substrate with a low stress buffer layer as a growth foundation; secondly, sequentially growing other epitaxial layers on a smooth u-GaN surface to obtain a blue-light LED epitaxial wafer; and finally, fabricating a vertical-structure LED from the blue-light LED epitaxial wafer, wherein the step of fabricating the vertical-structure LED mainly comprises the following steps of depositing and forming a reflecting mirror on a surface of the LED epitaxial wafer, fabricating a metal electrode pattern, bonding a surface of the metal electrode pattern on a metal substrate by a high-temperature metal bonding process, stripping the substrate by a laser lift-off technology, and fabricating another metal electrode pattern on the u-GaN surface. The vertical-structure LED fabricated according to the method is relatively high in single-chip power, the quantity of LEDs in series and in parallel is reduced, the user demand can be satisfied by a single chip, meanwhile, a driving circuit design is simplified, the reliability of an LED product is greatly improved, and the service lifetime of the LED product is greatly prolonged.
Owner:CHINA UNITED NORTHWEST INST FOR ENG DESIGN & RES
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