65 results about "Connection model" patented technology

The invention relates to a real-time power grid topology analysis method based on a graph neural network, and the method comprises the steps: firstly, carrying out the electrical topology analysis at a substation level through constructing an optimized power system physical connection model, carrying out the electrical topology analysis in combination with a label propagation algorithm (LPA), precisely recognizing a calculation region, optimizing the division of the calculation region through employing the graph neural network (GNN), and enhancing the topology adaptability, mistaken division is reduced; and the robustness of equipment state change is improved. Besides, according to the method, the real-time performance, the accuracy and the intelligent level of power grid topology analysis are further improved by predicting the influence of the state change of the circuit breaker and the disconnecting switch on the power grid topology and training a GNN model and reinforcement learning (RL) optimization region division strategy through historical data. And finally, bus-branch connection is optimized through depth-first search (DFS), the topology integrity is ensured, and the efficiency of electrical island analysis, power supply area division and fault recovery is remarkably improved. The real-time performance, the accuracy and the intelligent level of power grid topology analysis are effectively improved.

The invention provides a parameterization design method and system for infilled wall-frame flexible connection, and relates to the technical field of parameterization design. The method comprises the following steps: establishing a unitized model of the flexible connection structure, performing performance analysis based on boundary conditions, and forming performance trend data of the unitized model; target boundary condition information is collected, connection structure combinatorial analysis is carried out in combination with unit model performance trend data, and a target initial flexible connection model is formed; and performing overall optimization design analysis on the target initial flexible connection model to form overall analysis result data. According to the method, reasonable parameterization design can be carried out on the flexible connection structure of the concrete frame structure and the masonry filler wall, so that the design efficiency and reliability are improved.

A method and system for building and implementing a meta-machine learning (meta-ML) optimization engine for a neural network (NN) or a machine learning (ML) connective model. A computer processor may iteratively simulate a backpropagation algorithm by executing a sequence of optimization steps. At each optimization step a position of a loss function may be determined that may be closer than a previously determined position of the loss function to a local minimum. A computer processor may compute and store after each iteration a detachment of the loss function, learning rate, and optimal learning rate. A computer processor may train a machine learning connective model to model the optimal learning rates of the simulated backpropagation algorithm. The meta-ML optimization engine may be implemented for a NN or ML connective model by generating a modified backpropagation algorithm in which algorithmic features of gradient descent may be replaced by the meta-ML optimization engine.

The invention discloses a method for quickly generating a change report of a steel structure BIM model in Tekla. The method comprises the following steps: step 1), opening a deepening BIM model of Tekla; step 2), opening the software provided by the method; step 3), connecting a model database, and selecting parts related to change in the model; step 4), the operation software outputs a model data file before change; (5) after the change treatment is finished, a changed part is selected; step 6), the operation software outputs the changed model data file; step 7), operating software provided by the method to process the data files output twice to generate a change report; according to the method, the statistics of the generated change results is efficient and accurate, the change results are accurately and efficiently written into the drawing database, the labor intensity of workers is reduced, and the change processing efficiency is improved.

The invention provides a mining area continuous deformation monitoring method and system based on an InSAR technology, and belongs to the technical field of mining area surface deformation monitoring, and the method comprises the steps: connecting a discontinuous InSAR deformation monitoring result based on a mining area single-point settlement rule, and achieving the mining area deformation monitoring in an SAR data coverage period; a point-by-point mining area deformation connection model is constructed based on a function conforming to a mining area single-point deformation evolution law (following an S-type growth mode), namely a Weibull function. Meanwhile, adopting GA-PSO calculation to construct model initial parameters, and adjusting the model initial parameters according to the point position residual error and the model parameter distribution rule; and setting upper and lower limits according to initial parameters of the model, and solving final model parameters by adopting a least square method based on a trust region reflection algorithm, so as to obtain the deformation of the mining area in the monitoring period. The space-time filling of discontinuous InSAR deformation monitoring is realized, and the detection accuracy is improved.

The invention provides a fastener multi-load state simulation finite element modeling method with one-way compression inhibition. Comprising the following steps: 1) designing a multi-unit collaborative modeling structure; 2) designing an asymmetric load transfer mechanism; and 3) designing a calculation efficiency optimization strategy. The technical problems that in traditional entity unit modeling, computing resource consumption is large, force transmission path simulation is inaccurate, and fastener connection modeling is difficult are solved.

The application provides a foam slurry thermal insulation material thermal conductivity prediction method, a series-parallel connection fractal model corrected by a fractal dimension is established, comparative analysis is conducted on the series-parallel connection model, a series-parallel connection fractal thermal conduction prediction model containing water is established, the thermal conductivity of the foam slurry thermal insulation material can be accurately calculated, and the thermal conductivities of the materials with different moisture contents and water contents are calculated, so as to guide the test by using the above model.

The application discloses a tunnel co-seismic stick-slip faulting test device and method, which comprises a profile steel outer frame, a model box arranged in the profile steel outer frame, an elastic energy storage device and a trigger-energy release device connecting the upper part of the model box and the profile steel outer frame, a model box base supporting the model box, a vibration table connected with the profile steel outer frame and the bottom of the model box base, and an actuator arranged at the bottom of the model box and supported by the model box base. The model box comprises an upper disc box and a lower disc box, and the upper disc box and the lower disc box are arranged in left-right adhesion, and the adhesion surface is a faulting surface. The elastic energy storage device, the trigger-energy release device and the actuator are arranged on the same side of the faulting surface. The application can simulate the tunnel co-seismic stick-slip faulting test considering the impact effect and a large number of stick-slip rates, restore the whole process of the tunnel earthquake and the stick-slip faulting in the earthquake, and thus reveal the earthquake-stick-slip faulting response damage mechanism, so as to provide support for the anti-fault and shock resistance of the tunnel crossing the active fault.

Devices, systems, methods, and computer program products for performing medical procedures are disclosed herein. In some embodiments, a system for planning a medical procedure is configured to receive a three-dimensional (3D) model of an anatomic region of a patient. The 3D model can include a set of linked structures and at least one isolated structure spaced apart from the linked structure. The system can output a graphical representation of the linked structures and the at least one isolated structure, and can receive operator input indicating a set of locations on the graphical representation. The set of locations can represent a connection between the at least one isolated structure and the linked structures. Based on the operator input, the system can generate a bridge structure connecting the at least one isolated structure to the linked structures.

This application provides a method for monitoring and adjusting the sealing integrity of modular construction in cleanroom HVAC workshops, comprising: acquiring real-time data of sealing materials from a sensor array to generate sealing status information characterizing sealing integrity; analyzing the performance degradation trend of the sealing materials based on the sealing status information to generate adjustment signal data for adjustment; acquiring environmentally relevant information through the adjustment signal data and integrating it into a dynamic adjustment model to obtain an optimized sealing parameter configuration; determining the air leakage risk based on the optimized sealing parameter configuration and updating the connection model of the modular components; extracting airtightness assessment indicators from the connection model to obtain intervention priority data; adjusting the dynamic adjustment parameters based on the intervention priority data to generate final sealing reinforcement instruction information; updating the data stream of the real-time monitoring system through the sealing reinforcement instruction information to determine the stable output of the cleanliness level and feed it back to the production reliability assessment.

The invention discloses a web vectorization hierarchical display method based on an electronic sea chart sheet, and relates to the technical field of sea chart display, and the method comprises the steps: carrying out the characterization extraction processing of a sea chart three-dimensional model, and obtaining a sea chart sub-model; obtaining connection models of the sea chart sub-models and connection preference of each connection model; performing layering processing on the three-dimensional sea chart model based on the real-time analysis elements, and displaying the three-dimensional sea chart model after layering processing in a web; the method is used for solving the problems that in an existing web display method for the electronic sea chart sheet, vectorization layering cannot be carried out on an electronic sea chart displayed in a web according to elements needed by a user, so that when the user browses sea chart data in the web, needed data cannot be obtained in a targeted mode on the basis of the requirements of the user, and the user experience is poor. And the analysis speed of the user on the chart data is reduced.

The invention discloses an oil refining model generation method and a visual display method and device. The method comprises the following steps: creating a single device model for each device based on a molecular database and a chemical reaction rule base in the oil refining field; according to the cutting condition output by the single device model, constructing a logistics connection model with a downstream single device model; according to the whole-process technological processes of the historical production schemes in different time periods, the logistics connection model is connected with a downstream single device model, and a whole-process model of each historical production scheme is constructed; and according to historical raw material information, performing simulation calculation on the whole-process model of each historical production scheme to obtain and store a result log, and based on this, providing a whole-process display function of the historical production scheme for a user through a visual UI, so that the user can visually understand the process of different production schemes in different time periods of refinery equipment, and the user experience is improved. Historical process data can be conveniently traced, and production schemes and process changes can be tracked.

The application discloses a web vectorization layered display method based on an electronic chart sheet, relates to the technical field of chart display, and comprises the following steps: performing characteristic extraction processing on a chart three-dimensional model, and acquiring a chart submodel; acquiring a connection model of the chart submodel and a connection preference of each connection model; performing layered processing on the chart three-dimensional model based on real-time analysis elements, and displaying the chart three-dimensional model after the layered processing in a web; and the application is used for solving the problem that, in the web display method of the existing electronic chart sheet, the electronic chart displayed in the web cannot be vectorized and layered according to the required elements of a user, so that the user cannot acquire the required data based on the demand of the user when browsing the chart data in the web, and the analysis speed of the user on the chart data is reduced.

The application provides an energy-saving method, device, equipment and medium of a data center, which is used for accurately recommending parameter values of controllable parameters of each refrigeration equipment of the data center, so as to realize energy saving and consumption reduction of the data center. The method comprises the following steps: for each controllable parameter of each refrigeration equipment of the data center, each parameter value in the parameter value limit range of each controllable parameter is traversed respectively, each time the traversal is performed, based on a series connection model composed of function prediction models of each refrigeration equipment, in combination with the parameter values of each controllable parameter in this time of traversal, parameter values of function parameters of each refrigeration equipment are obtained; if the parameter values of each function parameter meet a safety condition, through an energy consumption prediction model of any refrigeration equipment, based on the parameter values of the corresponding function parameters, a predicted energy consumption of the refrigeration equipment is obtained, and then a predicted total energy consumption is obtained; based on the predicted total energy consumptions obtained through multiple traversals, a predicted total energy consumption meeting a preset condition is selected, and the corresponding parameter values of each controllable parameter are combined as recommended parameter values.

The invention discloses an Ansys workbench model scheduling method and device, and the method comprises the steps: calling a loading interface function of an internal interface of a self-packaged Ansys workbench model through an interface of a scheduling engine to load the Ansys workbench model, and after the loading is completed, connecting the Ansys workbench model. And calling a scheduling interface function of the internal interface through an interface of the scheduling engine to send a scheduling message to the macro program segment. And receiving a scheduling message through the macro program segment, analyzing the scheduling message to obtain a scheduling instruction, and calling an internal interface of the Ansys workbench model according to the scheduling instruction to execute an operation corresponding to the scheduling instruction. By applying the scheme provided by the invention, the Ansys workbench model can be automatically scheduled without manual participation, so that the time consumption is reduced, and the efficiency is improved.

The application discloses a layout design method and device, electronic equipment and readable storage medium, and relates to the technical field of chips. The layout design method comprises the following steps: obtaining a quantum device construction list and a quantum device connection list; instantiating each type of quantum device model based on the quantum device construction list; constructing each quantum device corresponding to the quantum device construction list based on the instantiated quantum device model; determining the start anchor point coordinates and the end anchor point coordinates corresponding to each connection relationship in the quantum device connection list based on the quantum device connection list, the quantum device construction list, a connection model and a device anchor point rule; the device anchor point rule comprises a device static anchor point rule and a dynamic anchor point calculation script; and generating a connection path for each quantum device based on the start anchor point coordinates and the end anchor point coordinates corresponding to each connection relationship, so as to obtain a quantum chip layout of the quantum device.

The application discloses a kind of to adopt four degrees of freedom mechanism angle of attack frame connection model support structure, comprising: X mechanism;Y mechanism, it is set in the inside of X mechanism, Y mechanism and X mechanism are slidingly connected in horizontal direction;Side slip base, it is set in the inside of Y mechanism, side slip base and Y mechanism are slidingly connected in vertical direction;Angle of attack frame, slidingly set on side slip base, the upper end of angle of attack frame is equipped with vertical knife support, and the upper end of vertical knife support is equipped with model;Cable-stayed rod is connected between angle of attack frame and vertical knife support, and front pillar is connected between model and angle of attack frame;Power mechanism is arranged between X mechanism and Y mechanism, between Y mechanism and side slip base, between side slip base and angle of attack frame.The application utilizes the angle of attack frame of four degrees of freedom mechanism to connect vertical knife support, has the ability of supporting model side slip angle, Y direction and X direction three degrees of freedom, has the characteristics of strong bearing capacity, many support points, reliable connection.

The invention relates to the technical field of management systems, in particular to a bus duct multi-dimensional monitoring index driven fault recognition and diagnosis system, which comprises a model construction unit, a connection model is constructed, a box body internal space in the connection model is marked as a monitoring space, a current connection surface is marked in the monitoring space, and an opening contour line is marked in the monitoring space; the multi-dimensional monitoring unit is used for determining the position of a temperature monitoring point based on the position distribution of the current connecting surface, arranging a temperature sensor at the temperature monitoring point, arranging a humidity sensor on the inner wall, far away from the opening contour line, in the jack box, and arranging a vibration sensor on the inner wall, close to the current connecting surface, of the jack box; and the fault monitoring unit is preset with a plurality of fault feature sets, carries out comparative analysis based on the monitoring data of the temperature sensor, the humidity sensor and the vibration sensor in combination with the fault feature sets, and determines the type of the current fault.

The invention discloses a 3D printing concrete path planning method, and particularly relates to the technical field of 3D printing concrete paths, and the method comprises the following steps: 1, model preprocessing: carrying out meshing processing on an input 3D model, converting the input 3D model into a triangular mesh model with proper precision, carrying out topology analysis on the mesh model, and carrying out modeling; identifying the boundary, the internal structure and different regional geometric features of the model, and providing basic data for path planning; 2, generating an initial path, discretizing the model into a plurality of layer sheets along the height direction according to the height information of the model, determining the printing sequence of each layer sheet, and generating the initial path for each layer sheet; 3, optimizing an interlayer path, and establishing an interlayer connection model; by using an energy-optimized interlayer path optimization method, the interlayer bonding energy and the printing path smoothing energy are comprehensively considered, so that the paths of adjacent layers reach the optimal connection state, the interlayer bonding strength is enhanced, and the stress concentration is reduced.

The application provides a welding process parameter inference method and device based on a SAINT-MLP fusion model and differential evolution, and a medium, first, a BIM model of a to-be-welded piece is acquired; then, welding feature information in the BIM model is extracted; finally, the welding feature information is input into a pre-established welding parameter inference model to obtain recommended process parameters; wherein the welding parameter inference model is obtained by backstepping according to a weld appearance prediction model; and the weld appearance prediction model is a SAINT-MLP series connection model. The application connects the SAINT model and the MLP in series, simultaneously uses a differential evolution algorithm to search for parameters, thereby efficiently learning the mapping relationship between the welding parameters and the weld appearance, and realizing the backstepping of the process parameters under the condition of a given target appearance.

The invention discloses a two-stage series model predictive torque control method for a permanent magnet synchronous motor. The method comprises the following steps: detecting an electrical angular velocity and a position angle; the PI controller outputs a reference torque; performing coordinate transformation to obtain a current signal under a dq coordinate system; calculating to obtain a torque angle reference value; calculating a reference voltage vector; expanding the eight voltage vectors into twenty-six voltage vectors and carrying out sector division; performing first-stage prediction calculation by using the voltage cost function J1; performing second-stage prediction calculation by using the flux linkage cost function J2; and outputting the optimal voltage vector to a three-phase inverter. According to the predictive torque control method, voltage and flux linkage control is expanded to two control periods, a two-stage series calculation structure is established, a cost function is constructed based on a reference voltage error in the first stage, a weight coefficient is eliminated, and a voltage vector is rapidly selected, and a cost function is constructed based on a reference flux linkage error in the second stage.

Aspects of the subject disclosure may include, for example, obtaining an optimal data flow architecture for a communication network via automation that is to be planned, designed and provisioned. An identification of a geographical location of the communication network and a radio access technology that is to be used as part of the communication network may be obtained. Based on the foregoing, a device model for infrastructure of the communication network, a connection model for connecting the infrastructure, and a routing design for routing data within the communication network may be determined / identified. Based on the identification of the device model, the connection model, and the routing design, a configuration of the communication network may be selected from amongst a plurality of candidate configurations. Other embodiments are disclosed.

[PROBLEM] Provided is a joint load estimation program or the like for estimating a load of force applied to a joint of a subject on the basis of an image in which the exercise state of the subject is captured. [SOLUTION] The present invention is a joint load estimation program, which causes a computer to execute: a base exercise state acquisition step for acquiring an exercise state of a subject on the basis of an image in which the exercise state of the subject is captured; a rigid link model acquisition step for acquiring a three-dimensional rigid link model on the basis of a predetermined feature amount related to the human body of the subject; a rigid link system exercise state acquisition step for estimating the exercise state of the three-dimensional rigid link model in accordance with the exercise state of a subject 2 acquired by the base exercise state acquisition step, and acquiring exercise information about the three-dimensional rigid link model; and a joint load calculation step for calculating the joint reaction force applied to the joint tissue by inverse dynamics calculation based on the exercise information about the three-dimensional rigid link model.

This invention discloses a power calculation method and apparatus utilizing the temperature distribution of photovoltaic modules, relating to the field of photovoltaic power generation technology. The method includes: establishing a connection model of the internal components of the photovoltaic module and determining the connection method of each component; constructing a calculation model for the current-voltage characteristic curve of a single photovoltaic component; selecting a reference component based on the connection method and temperature of each component within the photovoltaic module; calculating the current-voltage characteristic curve of the reference component based on the calculation model; calculating the current-voltage characteristic curves of other components based on the current-voltage characteristic curve of the reference component and the temperature of each component; superimposing the current-voltage characteristic curves of each component according to the connection method within the photovoltaic module to obtain the current-voltage characteristic curve of the photovoltaic module, and calculating the power generation of the photovoltaic module. This invention improves the accuracy of photovoltaic module power generation calculation and can be used to achieve higher-precision photovoltaic module power generation prediction.

The invention discloses an intelligent marketing method and system based on multi-stage prediction model fusion. The method comprises the steps of obtaining user portrait feature data and historical marketing data of a target population to obtain initial data; performing prediction model training of three stages of connection, high intention and clicking on the initial data to obtain a connection model, a high intention model and a clicking model; generating a fusion model by combining the connection model, the high-intention model and the click model according to business requirements, and calculating a score corresponding to the target person according to the fusion model to generate a comprehensive score; and sorting the target population according to the comprehensive score, and selecting users whose scores meet requirements for resource delivery. By implementing the method provided by the invention, the overall marketing efficiency and accuracy can be realized, so that the problems of insufficient data utilization, label deviation and insufficient generalization ability of a single model in the prior art are solved.

A kind of power dynamic test model structure belongs to the technical field of wind tunnel test aircraft design.It solves the problem that dynamic and power simulation wind tunnel test cannot be carried out simultaneously in the prior art.The technical points are as follows: the central wing is installed on the fuselage, the left and right sides of the central wing are connected with outer wings, the nacelle mechanism is installed on the bottom of the central wing, the vertical tail is installed at the tail end of the fuselage, the central wing framework is connected to the square platform of the middle fuselage framework, the central wing framework is provided with a motor installation groove and a motor wiring groove, the upper part of the central wing framework is covered with a central wing pipeline cover plate, the central wing front skin covers the central wing front lightening groove, and the central wing rear skin covers the central wing rear lightening groove.The present application strengthens the local strength of the model, ensures the firm connection between the nacelle mechanism and the model, and ensures that the model itself can withstand the gravity of the nacelle mechanism and the shaking generated during operation, on the basis of ensuring that the reference center of the aircraft model coincides with the actual center of mass of the model and the overall weight reduction of the model.

Methods, systems, and apparatus, including computer programs encoded on a storage device, for predicting connections in electric grid models are disclosed. A method includes obtaining geospatial data representing a geographic area that includes an electrical distribution system; and generating, from the geospatial data, asset data that represents characteristics of electrical distribution system assets. The asset data includes: load data representing electrical loads of the electrical distribution system; and node data representing nodes of the electrical distribution system. The method includes processing the asset data using a connection model that is configured to predict electrical connections between assets of the electrical distribution system; and obtaining, from the connection model; output data indicating predicted electrical connections between assets of the electrical distribution system. The geospatial data includes at least one of overhead imagery or street level imagery of the geographic area.

The present application relates to the technical field of management system, specifically relates to a kind of bus duct multi-dimensional monitoring index driven fault identification diagnosis system, including model construction unit, constructs connection model, the internal space of box in connection model is marked as monitoring space, current connection surface is marked in monitoring space, opening contour line is marked in monitoring space;Multi-dimensional monitoring unit, temperature monitoring point position is determined based on the position distribution of current connection surface and temperature sensor is set in temperature monitoring point, humidity sensor is set on the inner wall of plug-in box away from opening contour line, vibration sensor is set on the inner wall of plug-in box close to current connection surface;Fault monitoring unit, multiple fault feature sets are preset, based on the monitoring data of temperature sensor, humidity sensor and vibration sensor, compare and analyze in combination with fault feature set, determine the fault type currently occurred.

The present application belongs to the technical field of basic road infrastructure, and discloses a kind of side slope connection model design method, device, equipment and storage medium;The method comprises: obtaining the edge section line of adjacent side slope in subgrade side slope model, and obtaining the azimuth angle of adjacent edge section line according to edge section line;Based on the preset connection angle and azimuth angle, the connection section line of the region to be connected is obtained;According to the connection section line of the region to be connected, network modeling is carried out, and the side slope connection model is obtained;The present application determines the azimuth angle of side slope connection model by the angle of adjacent side slope of subgrade side slope model, determines the network direction of connection modeling according to adjustable azimuth angle, determines the connection section line of the region to be connected and the ground line of the region based on the connection direction and side slope connection section line, and realizes the creation of non-standard side slope connection model with continuously changing angle with line direction for adjacent side slope in subgrade side slope model according to connection section line.

The application discloses a drilling bite pile cylinder type foundation bearing capacity indoor model experiment device and an implementation method, and relates to the technical field of foundation engineering. The experiment device comprises a bearing platform foundation; an anchor cage is embedded at the center position of the bearing platform foundation; a tower cylinder is arranged at the center position of the anchor cage; the bottom of the bearing platform foundation is connected with the top of a model pile structure around the periphery; the model pile structure comprises a plurality of model piles; the plurality of model piles comprise a plurality of composite piles and plain piles, the composite piles and the plain piles are alternately distributed and mutually bite; the bottom of the model pile structure is fixedly connected with a fixed plate of a pile bottom circular hoop; the anchor cage comprises an anchor cage main body; a bearing platform top anchor plate is arranged at the top of the anchor cage main body; a plurality of anchors are arranged on the anchor cage main body; the anchor cage main body is connected with the bearing platform top anchor plate and the bearing platform foundation through the anchors. The application changes the roughness (i.e. friction) between the composite piles and the plain piles, and then simulates the connection state between different pile foundations; and the force transmission path of a real cylinder type foundation is checked through the anchors arranged in the middle of the bearing platform foundation.