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44results about How to "Adapt to complexity" patented technology

Adaptive spatial clustering method

InactiveCN102163224AVisualization of clustering resultsAdapt to complexitySpecial data processing applicationsDensity basedSpatial cluster analysis
The invention discloses an adaptive spatial clustering method, comprising the following steps of: (1) preprocessing spatial data and selecting features; (2) creating a Delaunay triangulation network according to spatial attribute; (3) performing clustering analysis operations according to the spatial attribute; (4) turning to a step (5) if a spatial solid obstacle is needed to be further considered, and turning to a step (6) if a thematic attribute is needed to be considered, otherwise, ending the spatial clustering operations; (5) introducing a spatial obstacle layer, performing overlap analysis on the spatial obstacle and the side length of the Delaunay triangulation network between the entities in each spatial cluster, and breaking the side length if the spatial obstacle is intersected with the side length; (6) performing the thematic attribute clustering by an improved density-based spatial clustering method; (7) visualizing the clustering result, and outputting the clustering result. The adaptive spatial clustering method is simple and convenient to operate, high in degree of automation, high in calculation efficiency, perfect in functions, strong in applicability and the like, and can effectively improve capability of spatial clustering analysis to excavate deep-seated geoscience rules.
Owner:CENT SOUTH UNIV

Miniature projection device and gesture control method of projection device

The invention discloses a miniature projection device and a gesture control method of the projection device. The miniature projection device comprises a miniature projection device main body and a gesture detection module; the miniature projection device main body comprises a projection keyboard module, a projection screen module and a processing and calculating module; the projection keyboard module is used for inputting information to the processing and calculating module; the projection screen module is used for displaying an image output by the processing and calculating module; and the gesture detection module is used for detecting an operation gesture of a user on the screen and transmitting a gesture signal to the processing and calculating module. The miniature projection device disclosed by the invention has the advantages of small volume and convenient carrying, and an external projection device is directly replaced by a projection computer screen, therefore the miniature projection device is more suitable for office, training and other occasions; and a page turning function and a marking function f the screen are realized by detecting the operation of the human hand on the projected screen, therefore when the user explains the projection contents, the user can quickly and conveniently operate the projection contents.
Owner:INTELLIGENCE YOCHU GUANGZHOU TECH CO LTD

Method and device for simulating tectonic stress field

The embodiment of the invention provides a method and a device for simulating a tectonic stress field. The method comprises the following steps: utilizing tectonic explaining result information in a target work area to establish a tectonic model; confirming interior physical property parameters by utilizing material attribute information acquired from a rock mechanical test for seismic inversion result data and an objective interval rock sample in the target work area; performing tectonic evolutionary analysis treatment on the tectonic model in combination with geological background information, thereby acquiring bottom margin displacement information; confirming static rock pressure according to objective interval burial depth and logging density curve and confirming an inferior tectonic force in a preset period at a boundary of a target work area on the basis of the geological background information; respectively utilizing the static rock pressure, the inferior tectonic force in the preset period and the bottom margin displacement information as the constraint conditions of the top boundary, the peripheral boundary and the bottom boundary of the tectonic model and performing finite element modeling and calculating treatment in combination with an interior physical property parameter, thereby acquiring the tectonic stress field in the target work area. The technical scheme provided by the embodiment of the invention is utilized to more accurately confirm the tectonic stress field in the work area.
Owner:PETROCHINA CO LTD

Technique method of lake nutrient zoology zone boundary identification

InactiveCN102495877AAdapt to complexityObjective Boundary Recognition Techniques and MethodsSpecial data processing applicationsCluster algorithmSystematic difference
The invention discloses a technique method of lake nutrient zoology zone boundary identification, which refers to the fact of conducting cluster analysis on various index data collected from a lake nutrient zoology zone by using a double restrain space clustering algorithm. The technique method is characterized by comprising the following steps: conducting spatial data pretreatment and characteristic treatment, enabling a clustering space to be separated into a plurality of clusters with homogenic attributes, generating a Voronoi picture of spatial point sets, conducting cluster combination, achieving visualization of clustering results, and outputting the clustering results. A final classification zoning result of the technique method reflects whole systematic difference between samples rather than difference on individual indicators, and comprehensiveness principles of the lake nutrient zoology zone are met. Therefore, the technique method of the lake nutrient zoology zone boundary identification is good in clustering effect, small in artificial influence, simple and convenient in operation, high in automaticity and computing efficiency and the like, and the technique method is strong in applicability, and capable of being used in high dimensional data mining in different fields.
Owner:INST OF GEOGRAPHICAL SCI & NATURAL RESOURCE RES CAS

Small-size multifunctional forest tending leftover collecting system

The invention provides a small-size multifunctional forest tending leftover collecting system which is small in size and flexible and mobile in work. The small-size multifunctional forest tending leftover collecting system comprises a chassis, a vehicle shell located on the chassis and a driving seat located on the rear portion of the vehicle shell. A movable arm is hinged to the upper portion of the vehicle shell. The chassis is provided with a movable arm lifting hydraulic cylinder. The movable arm lifting hydraulic cylinder is connected with the movable arm and capable of lifting the movable arm. The free end of the movable arm is connected with a gripping tool frame in a hinged mode. The gripping tool frame is provided with a plurality of sets of upper gripping tools and lower gripping tools, wherein the upper gripping tools and the lower gripping tools are meshed with one another. The lower gripping tools are fixed to the gripping tool frame. The upper gripping tools are hinged to the gripping tool frame. The gripping tool frame is further provided with a gripping tool hydraulic cylinder. The gripping tool hydraulic cylinder can open and press the upper gripping tools. The movable arm is provided with an overturning oil cylinder, and the overturning oil cylinder can drive the gripping tool frame to turn over up and down.
Owner:NORTHEAST FORESTRY UNIVERSITY

Heating pump and washing equipment

The invention discloses a heating pump and washing equipment. The heating pump comprises a pump case, an impeller, a flow guidance element, a heating element and a driving element, wherein the impeller can be rotatably arranged in the pump case and comprises a front cover plate, a rear cover plate and a plurality of blades arranged between the front cover plate and the rear cover plate; the middleof the front cover plate is provided with an impeller inlet which communicates with a water inlet; flow channels on the periphery of the front cover plate and the periphery of the rear cover plate form impeller outlets; the blades comprise first blades and second blades, wherein the first blades and the second blades are alternately arranged; the first blades and the second blades are twisted blades which are backwards bent along the radial direction of the impeller from a position near the center of the impeller to the impeller outlets and are arranged at intervals along the radial directionof the impeller; the first blades are near the center of the impeller relative to the second blades; the flow guidance element is arranged above the impeller; and the heating element is arranged in the pump case and covers the outer side of the flow guide element. The blade of the invention can more favorably push a working fluid so as to be favorable for increasing a lift and improving efficiency, and the heating pump is suitable for complex working conditions and requirements.
Owner:广东沃顿科技有限公司

Lp norm-based sample couple-weighting facial feature extraction method

An Lp norm-based sample couple-weighting facial feature extraction method belongs to a feature extraction method in pattern recognition. The Lp norm-based sample couple-weighting facial feature extraction method includes the following steps: (1) n facial images, the sizes of which are M multiplied by N, are represented in the form of column vectors, wherein the dimensionality of Xi is d, and the column vectors are formed into a sample matrix; (2) different functions are adopted as weighting functions for facial sample couples of the same kind and facial sample couples of different kinds; (3) a sample couple-weighting optimization model with Lp norm constraints is created, and an iterative optimization algorithm is utilized to obtain a locally optimal unit projection vector w; and (4) a greedy algorithm is used for reducing the initial d dimensions of the features of the facial images to m dimensions, and thereby the reduction of dimensionality and the extraction of effective features are implemented. The method can flexibly carry out feature extraction on different types of data sets and decrease the sensitivity on abnormal values, and can be more adapted to the complexity of facial images; and since sample couples are weighted, the affection of sample mean is avoided, and extracted features are more effective. Under the condition of blocking, the performance of the method is enhanced by 2 to 5 percent in comparison with the performance of PCA (principal component analysis) and Lp-PCA-L1.
Owner:CHINA UNIV OF MINING & TECH

Intersection signal control mobile tuning device and method based on edge calculation

The invention provides an intersection signal control mobile tuning device based on edge calculation. The device comprises a multi-source information receiving and storing unit, an edge calculation unit and a signal tuning unit based on a deep neural network. The multi-source information receiving and storing unit receives intersection real-time state data sent by roadside sensing equipment in real time through an edge 5G communication network and stores the intersection real-time state data; the edge calculation unit is used for receiving the intersection real-time state information acquiredby the multi-source information receiving and storing unit and processing the intersection real-time state information; and the signal tuning unit based on the deep neural network adjusts and optimizes the intersection signal based on the data processing result. The mobile tuning device provided by the invention can tune and optimize the intersection of a traffic system, and when the traffic system is jammed, the signal tuning unit of the key intersection at the moment can be built in the mobile tuning device and moved to the intersection to be tuned and optimized, so that the operation efficiency of the key intersection is improved, and the jam of the traffic system is relieved.
Owner:山东摩西网络科技有限公司 +1

Bearing type military off-road vehicle rear wheel cover welding clamp system and method

The invention discloses a bearing type military off-road vehicle rear wheel cover welding clamp system and method.The clamp system comprises a robot welding workstation and four clamp modules, the first clamp module fixes a middle floor, a left middle floor, a right middle floor and a rear floor, and the second clamp module fixes a left rear longitudinal beam, a right rear longitudinal beam, a floor cross beam and a reinforcing beam; the third clamp module fixes a left wheel cover, a right wheel cover and a suspension buffering support, the first clamp module, the second clamp module and the third clamp module are welded to the back face of a rear wheel cover assembly, three faces of the robot welding work station are arranged around the fourth clamp module, and the fourth clamp module fixes the turned rear wheel cover assembly. The robot welding work station comprises an arc welding mechanical arm, an arc welding gun and a laser tracker, the arc welding gun is fixed to the end of the arc welding mechanical arm, the mechanical arm controls the arc welding gun to move along a welding line path, the laser tracker plays a role in tracking and guiding, and the problems that mixed flow production of the rear wheel cover assembly is difficult, and the welding procedure of the rear wheel cover assembly is complex are solved.
Owner:DONGFENG OFF ROAD VEHICLE CO LTD

Flower-blooming type openable pod for launching and recovering unmanned aerial vehicle in air

The invention belongs to the technical field of pod equipment, and provides a flower-blooming type openable pod for launching and recycling an unmanned aerial vehicle in the air. The flower-blooming type openable pod comprises a cabin body 1, a flower-opening type six-cabin door 2 at the bottom of the cabin body, an upper supporting plate 6 and a lower supporting plate 5 which are arranged in the cabin body, electric appliance control equipment fixedly arranged on the upper supporting plate 6, a trumpet-shaped recovery device 3 fixedly arranged on the lower supporting plate 5, and a linkage mechanism 7 fixedly arranged between the upper supporting plate and the lower supporting plate. The linkage mechanism 7 is used for controlling opening and closing of the cabin door 2 and controlling lifting of the trumpet-shaped recovery device 3 and the aircraft 4-2, and the trumpet-shaped recovery device 3 is used for achieving launching and recovery of the aircraft 4-2. Mutually independent petal-shaped opening and closing of cabin doors of all cabin bodies can be achieved, synchronous movement of opening and closing of the cabin doors and single-drive multi-mechanism lifting of the aircraft can be achieved, and effective launching, mounting, air recovery, closing, charging and the like of the aircraft can be achieved.
Owner:广东空天科技研究院 +1

Single-channel aliasing signal modulation mode recognition method based on residual neural network

The invention discloses a single-channel aliasing signal modulation mode recognition method based on a residual neural network. The single-channel aliasing signal modulation mode recognition method comprises the following steps of 1, obtaining time-frequency aliasing signals of different code rates through simulation; 2, building and training a neural network; 3, acquiring actually measured aliasing signals, and only carrying out necessary signal processing on the received and transmitted signals; and 4, inputting the signals obtained in the step 3 into the residual neural network obtained in the step 2 to obtain a recognition result of the aliasing signals. According to the invention, a stacked residual error neural network is adopted, the traditional serial residual error module connection is improved, and the defects of high redundancy of information processing and unstable hierarchical transmission of a traditional residual error neural network are avoided; digital aliasing signals with different code rates are input into the network in a data augmentation form, so that the robustness and generalization ability of the network are enhanced; the method does not need any prior information, does not need to carry out additional preprocessing on the signals, and directly carries out the recognition and classification of the signals.
Owner:曾泓然
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