91 results about "Layout planning" patented technology

The invention discloses a generation method of a generative adversarial network for planning a resource design stylized layout, and belongs to the technical field of artificial intelligence and machine learning, and the method comprises the following steps: S1, multi-source data collection: widely collecting a large number of existing planning resource samples; s2, data classification labeling; s3, constructing a generative adversarial network model; s4, performing model training; s5, style migration training; s6, optimizing the model; s7, generating a planning resource scheme; s8, optimizing the scheme; and S9, performing feedback iteration. According to the method, through integrating a technical path of multi-source design data acquisition, deep style feature extraction and generative adversarial network collaborative optimization, full-process automation from user demand input to high-quality planning resource layout generation is realized, and user personalized demands are met through a multi-scheme candidate and interactive adjustment function; and finally, constructing an incremental learning closed loop based on user feedback data, and continuously updating model parameters to adapt to an emerging design trend and an industry specification.

The present application belongs to the technical field of co-delivery center site selection. Disclosed are an urban-end co-distribution center site selection method and system based on air-ground coordination, which are used for solving the technical problems of an existing air-ground coordination co-delivery center site selection model being insufficiently integrated with an unmanned aerial vehicle delivery technique, failing to take into consideration constraint conditions on unmanned aerial vehicles, and the solving efficiency being low. The method comprises: establishing a planned layout set of an air-ground coordination co-delivery center; taking the minimization of the overall delivery time and the minimization of the total network operation cost as objectives to construct an air-ground coordination layout planning model; setting constraint conditions of the air-ground coordination layout planning model; by means of a grey wolf population algorithm, generating an initial site selection solution set for a pre-selected point set of the co-delivery center; filtering out invalid solutions in the initial site selection solution set on the basis of the constraint conditions; and performing an individual iterative update on the filtered initial site selection solution set, and performing a fitness assessment and no-fly zone crossing determination on a new solution set obtained after each iteration, so as to obtain a final site selection scheme.

The invention discloses a community layout planning method and electronic equipment, and the method comprises the steps: sequentially carrying out the iteration updating of a community layout scheme, inputting a community layout design model, obtaining a first evaluation result corresponding to a first evaluation index, and carrying out the iteration of a target number of iterations; taking a community layout scheme corresponding to the first evaluation result meeting the first target condition as a first target community layout scheme, and determining a plurality of community spatial form simulation results corresponding to the first target community layout scheme; obtaining a second evaluation result corresponding to each second evaluation index according to the plurality of community spatial form simulation results and the plurality of second evaluation indexes; and determining a second target community layout scheme according to the plurality of obtained second evaluation results and the corresponding community spatial form simulation results. Therefore, a community layout scheme with more reasonable functional area layout can be obtained, so that the traffic efficiency is effectively improved, the carbon emission is reduced, and the life convenience of users is improved.

The invention discloses a graph calculation-driven complex publication derivative resource content layout planning system, which belongs to the technical field of digital publication and intelligent media, and comprises a multi-modal data analysis module for analyzing heterogeneous data such as texts, images, tables and the like in publications into structured node features; a feature fusion module; a content relationship modeling module; a graph calculation driving layout optimization module; performing layout constraint modeling: converting a layout problem into a graph constraint optimization problem; a modeling optimization module; a multi-terminal adaptive rendering module; the layout generation engine is used for converting a graph calculation result into a visual layout scheme; and the interactive feedback module is used for feeding back user operation to the graph in real time to trigger layout reconstruction. According to the method, advanced technologies such as graph calculation, multi-modal fusion and constraint solution are deeply fused, the limitation that a traditional typesetting tool depends on a fixed template is broken through, and a content-driven one-stop solution is provided for scenes such as academic periodicals, electronic textbooks and digital reports.

The invention relates to a layout wiring planning design method based on a 2.5 D core particle interconnection interposer, which is characterized by comprising the following steps of: defining signal logic interfaces for automatic wiring in a passive interposer according to signal transmission requirements among core particles and a communication relationship between the core particles and a packaging substrate, and creating a mapping relationship list among the logic interfaces; according to the method, layout planning is carried out on physical interface endpoints of a passive intermediate layer, the physical interface endpoints are matched with signal logic interfaces, and an optimal layout allocation scheme is quickly determined through a signal allocation algorithm based on a flow network in combination with a window matching method, so that the wiring resource loss of a 2.5 D integrated circuit is effectively reduced, and the wiring efficiency is improved. The system overall performance is improved. According to the invention, the method can cope with a complex interconnection wiring condition generated by a plurality of independently designed core particles in a 2.5 D integration process, and achieves the efficient interconnection design of the passive interposer.

The invention provides a garden planning aided design system, and the system is characterized in that the system comprises a data collection and analysis module which is used for obtaining influence factor data, and determining geographical influence factors and plant selection layout planning based on the influence factor data; wherein the influence factor data comprises topographic data, environmental factors and site status and is analyzed; the planning design and simulation module is used for selecting layout planning and generating a three-dimensional simulation model based on the geographical influence factors and the plants so as to generate the garden planning effect, overall layout planning software is provided for designers through design of auxiliary software, the workload of the designers can be well reduced, and the workload of the designers is reduced. And the overall layout of the garden design is more reasonable by using a simulated annealing algorithm, and a user can view the garden planning effect more intuitively through the generated three-dimensional simulation model.

The invention relates to the technical field of field layout modeling processing, in particular to a prefabricated field layout planning modeling method and system based on digital aided design. The method comprises the following steps: screening out a plurality of construction feature points of each three-dimensional point cloud model; obtaining a plurality of model areas at a real-time moment; according to the number of construction feature points in each model area at the real-time moment, the position distribution of different points and the initial voxel size, the adjustment voxel size of each model area at the real-time moment is obtained, and a three-dimensional adjustment point cloud model at the real-time moment is obtained; obtaining a construction offset direction vector and a construction offset of each unregistered point in the initial three-dimensional point cloud model, and obtaining an unregistered point area model of the initial three-dimensional point cloud model; and splicing the three-dimensional adjustment point cloud model at the real-time moment and the non-registered point region model to obtain a prefabricated field layout model at the next moment. According to the method, the accuracy of planning and modeling is improved by obtaining the accurate deviation trend in the construction process.

The invention discloses a user interface optimization system for an electronic mall, and the system comprises a user information capturing module which is used for collecting, analyzing and mining behavior data of a user, and outputting a visual analysis result which comprises user characteristics, preference information, behavior modes and demand characteristics; the interface element evaluation module is used for establishing an evaluation index system, integrating expert scoring evaluation and subjective evaluation suggestions fed back by user operation, and outputting an evaluation result; the dynamic layout planning module is used for dynamically planning interface layout and generating a final layout scheme in combination with the analysis result and the evaluation result; and the personalized style adaptation module is used for adapting personalized interface styles for different users according to the user characteristics, the preference information and the final layout scheme to form a user interface. According to the method, interface optimization and personalized presentation are realized through user data capture, element evaluation, dynamic layout and style adaptation, the user can quickly position the required commodity, and the use experience of the user is improved.

The invention discloses a regional prevention and control layout planning method and system for a three-dimensional space, and belongs to the technical field of security and protection facility layout. In order to solve the problem that security and protection facilities are difficult to efficiently deploy in a complex three-dimensional environment, the method mainly adopts H3 grid division and kernel density estimation to generate a regional thermodynamic diagram, combines a three-dimensional building model and sight projection to carry out visibility analysis, constructs a dual-objective optimization function, and realizes optimal deployment scheme search through a multi-objective evolutionary algorithm. According to the invention, high-heat coverage, shielding avoidance and equipment cost control of a key area can be realized, and scientificity and efficiency of monitoring deployment in a three-dimensional environment are improved.

The invention relates to the technical field of virtual reality application, in particular to a virtual reality assisted urban and rural spatial layout visualization planning system, which comprises a data acquisition and preprocessing module, a three-dimensional modeling module, a virtual reality visualization module, a planning analysis module and an interaction and feedback module. Wherein the data acquisition and preprocessing module is used for acquiring and preprocessing urban and rural spatial data; the three-dimensional modeling module is used for constructing a three-dimensional urban and rural model based on the preprocessed spatial data; the virtual reality visualization module is used for importing the three-dimensional urban and rural model into a virtual reality environment to generate a VR visualization scene; the planning analysis module is used for performing spatial layout analysis and outputting a planning analysis result; and the interaction and feedback module is used for receiving user interaction input and updating the planning scheme in real time. According to the urban and rural spatial layout planning method and system, by integrating the processes of data preprocessing, three-dimensional modeling, virtual reality visualization and dynamic interactive analysis, visual expression and real-time optimization of urban and rural spatial layout planning are achieved.

The invention provides a new energy station accessory building layout planning method based on multi-source data collaboration, and the method comprises the steps: obtaining and fusing a topographic map, unmanned plane laser point cloud and GIS data, and generating corrected topographic data; drawing a station general plane graph containing a building contour, an elevation and a road network; coupling the point cloud with the general drawing, and performing three-dimensional adjustment on the site elevation to obtain a preliminary scheme; analyzing the foundation bearing capacity according to the elevation and determining the building height; building primary arrangement is conducted according to the height; and finally, calculating spacing and sunshine and wind pressure influence factors, and iteratively optimizing the layout. The layout rationality, the construction feasibility and the structure safety can be improved, and the construction cost and risks are reduced.

The invention is suitable for the technical field of chips, and particularly relates to a modeling method and system for chip layout planning and related equipment.The method comprises the steps that configuration information of a chip is obtained, and a configuration file is established according to the configuration information; storing the module information in a module corresponding to the module list; establishing a multi-level nested data structure according to the module relation data; performing coordinate calculation and merging on modules of different levels in the nested data structure to obtain module coordinate data with coordinate information of all the modules; and performing shape drawing according to the module coordinate data to obtain a chip layout model. Compared with the prior art, the method has the advantages that real-time iteration can be performed according to the actual progress of chip design, designers are greatly facilitated to deeply think the chip architecture design, more accurately estimate the layout area and better determine the distribution position of the module, and the design efficiency is improved. Therefore, excessive dependence of top layer layout planning work on a traditional EDA tool is eliminated.

The application relates to the field of firefighting technology, and provides a firefighting engineering robot installation system based on a multi-modal model, which comprises an installation mechanical arm, a task analysis module, a space modeling module, a layout planning module, an action control module and a quality verification module; the task analysis module is used for analyzing an installation task, fusing multi-modal inputs of drawings and BIM models, extracting key information and outputting structured task instructions; the space modeling module performs three-dimensional structure modeling on a construction site to form a space point model, identifies building components and a constructible area, completes high-precision registration of drawing structures and real scenes, and analyzes environmental constraint conditions; the layout planning module generates a firefighting equipment layout scheme on the basis of meeting specification requirements according to the task instructions and the space point model; the action control module converts the layout scheme and the type of installed firefighting equipment into a sequence of action instructions executable by the robot; and the quality verification module automatically detects an installation result.

The application discloses a layout planning method based on reinforcement learning and a genetic algorithm, and comprises the following steps: 1, generating an original population of the genetic algorithm through perturbation B*‑tree; 2, calculating the fitness of all individuals, and selecting an individual with the highest fitness value as the optimal individual in the population; 3, according to the probability, selecting whether to use a crossover operator in an iteration, if the crossover operator is selected, selecting two parent individuals from the population, and generating offspring individuals through the crossover; 4, according to the probability, selecting whether to use a mutation operator in the iteration, if the mutation operator is selected, selecting a parent individual from the population, and generating an offspring individual through the mutation; 5, optimizing the offspring individual by using a reinforcement learning intelligent agent, and then determining whether to replace the parent individual according to the fitness of the offspring individual; and 6, the iteration is ended, and the optimal individual is obtained. The application efficiently reduces the area and line length of layout planning.

The application belongs to the technical field of urban planning, and discloses a kind of public service facility layout planning method and system friendly to old people, the method comprises: obtaining the portrait information of old people in community, and identifying vulnerable old age groups;According to the portrait information of vulnerable old age groups, set the minimum accessibility guarantee condition of individualization;Pre-optimization is carried out on the alternative scheme to improve the satisfaction rate of the minimum accessibility guarantee condition of vulnerable old age groups;On the premise that the satisfaction rate of vulnerable old age groups is not reduced, the overall travel convenience of all old age groups is optimized as a target for comprehensive optimization;From a plurality of comprehensive optimization schemes, the final public service facility layout scheme is determined;Thus, the problem of ignoring the heterogeneity within the old age group in the prior art can be effectively solved, and the scientificity and humanization of public service facility layout planning are significantly improved.

The application discloses a kind of power grid facility layout planning method and system based on multi-source perception data, belong to big data analysis and mining technical field, this method includes following steps: acquisition multi-source data and pre-processing, grid region after generating preliminary candidate solution, calculate preliminary candidate solution fitness, by constraint check hierarchical processing, determine to be optimized solution, particle swarm algorithm iteration optimization, according to fitness variation and maximum iteration number termination, form final output, a kind of power grid facility layout planning method and system based on multi-source perception data provided in the application are coupled by space grid pretreatment and GIS technology, scattered data is converted into structured information with spatial correlation, realize multi-objective balance, avoid the limitation of traditional planning heavy single index, light comprehensive performance, rely on particle swarm algorithm hybrid coding strategy, jump out of local optimum trap, provide technical support for efficient and reliable power grid planning.

The invention provides a picture generation method and device, electronic equipment and a storage medium, relates to the field of artificial intelligence such as computer vision, image processing, deep learning and large models, and can be applied to scenes such as information delivery. The picture generation method comprises the steps of obtaining generation demand description information corresponding to a to-be-generated target result picture, and generating overall layout planning information of the target result picture according to the generation demand description information; generating an initial result picture according to the overall layout planning information; and obtaining target content information needing to be added into the target result picture, and generating the target result picture according to the initial result picture and the target content information.

A 3D planning table for collaborative layout planning, characterized by a flexible, rollable display (e.g., OLED display or higher) on which additively printed 2.5D miniatures of planning objects (e.g., machines, workstations, etc.) are placed. The current layout state is continuously captured using a 2D or 3D camera and transmitted via an interface to a CAD program, which translates the 2.5D representation into a 3D representation of the layout and displays it on a monitor and via VR glasses. Saved intermediate states can be transferred back to the OLED display via an interface between the CAD software and the planning process. All 2.5D miniatures are equipped with a camera-readable code, which allows further information to be retrieved from a central database using a smartphone camera.

The invention discloses a section switch layout planning method and device for a power distribution network, equipment and a medium, and belongs to the field of section switch layout of the power distribution network, and the method comprises the steps: after obtaining a plurality of different switch point distribution schemes, calling an MIOA algorithm to carry out the iteration of the plurality of switch point distribution schemes, and obtaining a local scheme set; calling an SDT algorithm to perform search iteration on the schemes of the local scheme set to obtain a convergence scheme set; calculating the total cost of each scheme of the convergence scheme set based on a target function of a preset target model to obtain a plurality of scheme cost values; and screening a target cost value from the plurality of scheme cost values, determining a scheme corresponding to the target cost value as a target planning scheme, and performing layout processing on the section switch of the power distribution network based on the target planning scheme. The scheme meeting the requirements of the power distribution network can be screened, the deviation between the section switch layout and the reality is reduced, the configuration precision is improved, and the layout cost of the section switch can be reduced.

The invention provides an energy storage station layout planning method and system, and the method comprises the steps: obtaining the information of a to-be-planned prefabricated cabin, generating a basic positioning variable of the prefabricated cabin according to the information of the prefabricated cabin, and constructing a constraint model which comprises a prefabricated cabin direction constraint and a safety distance constraint; constructing a target function by taking the shortest length of the cable between the prefabricated cabins as a target; the objective function comprises a cable length function; the optimal solution is solved based on the objective function, the problem that traditional planning cannot meet the large-scale, rapid and lean construction requirements of the energy storage station at the same time is solved, an optimal layout design scheme can be rapidly obtained, and the investment cost of a project is reduced as much as possible.

The invention discloses an editable slide generation method and device, equipment and a storage medium. The method is characterized by comprising the following steps: under the condition that a slide outline of a user is not recognized, carrying out outline planning based on slide theme information input by the user, and determining a planned slide outline; performing global layout planning based on the slide planning outline, and determining style constraints and page layout guidance; performing page generation on each page of slide based on the style constraint and the page layout guidance, and determining at least one page of preview slide; and if all the preview slides pass rendering evaluation, assembling all the preview slides based on the slide planning outline, and determining a target slide. According to the method, the complete editable slides can be effectively output, various typical layout problems can be found and corrected in the generation process, and the method has a stable high-quality level in multiple dimensions such as definition, structural property, visual design and aesthetic property.

The invention provides a drilling engineering layout planning method and system based on a particle swarm optimization algorithm, and relates to the technical field of drilling engineering layout planning, and the method comprises the steps: collecting the stratum lithology and surrounding environment data of a target drilling region, grouping the data according to a preset classification rule, and associating the grouped data of the same spatial position according to the collection time, thereby achieving the layout planning of the drilling engineering. Obtaining a target data set; performing grading by using a random forest algorithm to generate a partition map; and finally, by taking the partition map as input and combining a preset planning objective function, optimizing the number of hole sites, coordinates and equipment paths by using a particle swarm optimization algorithm to obtain a layout planning scheme, acquiring multi-source data, grouping and associating to obtain a target data set, generating the partition map through a random forest algorithm, and performing layout planning. And hole sites and equipment paths are optimized by using a particle swarm optimization algorithm in combination with a planning target function, and finally a layout planning scheme of the target drilling area is obtained.

The invention discloses a method for constructing a rear-end layout data set of a digital integrated circuit based on parameter regulation and control. The method comprises the following steps: acquiring an RTL code of the digital integrated circuit, identifying a physical unit represented by the RTL code, and acquiring a physical layout effect related parameter corresponding to each physical unit; based on a plurality of regulation targets, a plurality of parameters are selected from the physical layout effect related parameters for regulation, and a netlist is formed; adjusting a macro cell, and determining a layout plan; based on the determined layout plan, all physical units in the netlist are placed in corresponding chip areas, clock distribution construction is carried out, wiring is carried out according to the netlist, and a layout file is obtained; and performing feature extraction on the layout file to obtain a layout and layout features, and generating a layout data set based on the layout and the layout features. According to the method, the problems of data scarcity, high generation cost and diversified requirements in the prior art can be solved, and the digital back-end layout data set of the integrated circuit can be efficiently constructed in a diversified manner.

The invention discloses an electric vehicle public charging facility layout planning method and system based on people flow density space distribution. The method comprises the steps that layout system parameters to be optimized and planned, people flow density parameters, land cost, equipment cost and operation and maintenance cost parameters and charging pile unit time service efficiency in a planning area are collected; collecting land use property data, ecological protection red lines and a delimited range of a permanent basic farmland in the planning area; constructing a charging facility scale prediction model, and predicting the total scale of the public charging facilities in the planning area; constructing a system calculation model by taking space-time coverage maximization and construction and operation cost minimization of a planning layout system as targets; and inputting the collected data into a system calculation model, and obtaining a charging facility planning layout scheme by using a genetic algorithm. Decision reference can be provided for planning of the public charging and battery swap facility of the electric vehicle, the reasonability and economical efficiency of the facility layout are effectively improved, and the method has important value in practical application.

The application discloses a kind of base layout design method of forming module, terminal and storage medium, obtain the size feature and category feature of forming module;Virtual base is established and can be placed unit is evenly arranged on virtual base according to preset interval;With size feature and the boundary of virtual base as placement boundary constraint, with the adaptation relationship of category feature as logic constraint, the layout planning of forming module is based on placeable unit, generate multiple placement schemes;Calculate the filling rate of each placement scheme to virtual base;Based on preset visual algorithm, calculate the visual score of each placement scheme;Based on filling rate and visual score, according to preset evaluation system, placement scheme is screened, and layout scheme is obtained.The application can automatically generate and screen out the layout scheme with higher comprehensive quality in limited base space, reduce the dependence on artificial experience, improve the layout design efficiency, while ensuring the stability and consistency of layout result.

The invention discloses a PFEP data maintenance and production line planning optimization method based on logistics simulation, and belongs to the technical field of production line logistics, and the method comprises the steps: making a PFEP form and a layout planning scheme of a new production line, and carrying out the collection and filling based on the existing production line data; importing the two-dimensional layout diagram of the new production line and the three-dimensional model of the material equipment into simulation software, and constructing an equal-proportion simulation model consistent with the planning scheme; performing parameter setting on the simulation model by taking the PFEP data and the business process as simulation input, and debugging, running and outputting a simulation result; the initial PFEP data are perfected in combination with the simulation result, whether the simulation result meets the new production line planning target requirement or not is judged, if yes, an optimal production line scheme is output, and if not, an optimization coefficient is added to the perfected PFEP data to serve as simulation model secondary input for loop iteration optimization simulation till the optimal production line scheme is output. The method has the advantages that automatic discrimination and improvement of the PFEP data and loop iteration optimization of the production line planning scheme are realized.

This invention discloses a multi-objective optimization-based architectural engineering layout planning method, belonging to the field of intelligent building design technology. The method includes: acquiring various types of data for the architectural engineering to be planned, and constructing an initial layout structure model containing candidate building units. Spatial topology analysis is performed on the model to extract multi-dimensional layout relationship features and construct a layout topology relationship network. Initial functional and environmental constraint states are constructed, and constraint coupling propagation is completed by inputting a multi-objective integrated optimization channel to obtain a layout co-evolution state matrix. After three-dimensional objective evaluation analysis, the layout topology relationship network is iteratively updated, and a layout planning scheme is output based on the convergence result. This invention solves the technical problems of existing architectural layout planning methods being unable to quantify the intrinsic relationship between space, function, and environment, and struggling to balance multi-dimensional optimization objectives. It achieves multi-dimensional collaborative optimization of architectural layout, improves planning efficiency and accuracy, and outputs stable and feasible layout schemes.

The invention discloses a lightning interceptor layout method and system based on lightning stroke simulation and a medium, and the method comprises the steps: obtaining the basic performance information of a lightning interceptor, the building parameters of a target building group, and the corresponding thunderstorm environment parameters, and carrying out the layout of the lightning interceptor based on the parameters; the safety range of the important building and the protection range of the common building after the lightning interceptor is installed are obtained, and the corresponding priority level is given to each common building; according to the safety range, the protection range and the priority level, a plurality of common buildings are selected as target installation buildings for installing the lightning interceptor, and setting parameters of the interceptor are determined, so that the protection range of the target installation buildings completely covers the safety range; setting parameters of the lightning interceptor are adjusted through the lightning stroke simulation model, a layout verification result is obtained, and layout planning information is generated and output based on the result according to the target installation building and the corresponding setting parameters. The pertinence and reliability of the protection scheme can be improved.

The invention relates to big data processing, and particularly discloses an urban spatial layout planning auxiliary method and system based on big data mining, which deeply integrates static function attributes represented by urban point of interest (POI) data and a dynamic use mode disclosed by rasterized time sequence population activity data. And constructing a static function-dynamic activity joint coding feature for each urban grid unit. On the basis, the baseline level of each unit feature is learned by further utilizing spatial dynamic and static aggregation analysis, and intelligent weight distribution and information aggregation are performed according to the dynamic change and spatial proximity relation, so that the complex association and dynamic influence among urban space units are effectively captured; and aggregated coding representation capable of macroscopically representing the overall spatial features of the target city region is generated. And finally, based on the highly-condensed and information-rich aggregation coding representation, realizing accurate classification of the urban functional areas.

The invention belongs to the technical field of railway logistics base layout planning, and relates to a method, a system and equipment for acquiring design parameters of functional areas of a railway logistics base. According to the method, the planned region shape, the planned region area, the functional region demand data and the cargo handling cost per unit distance of the railway logistics base are obtained; and planning the shape and area of the region to provide an accurate geographic space basis for subsequent functional region layout and parameter design. The actual area of the functional area is obtained according to the functional area demand data, so that it is ensured that the area of each functional area meets the actual demand, and reasonable allocation and efficient utilization of resources are achieved. And obtaining design parameters of the logistics base functional region by adopting a genetic algorithm in combination with the main road width data of the functional region, the cargo handling cost per unit distance, the actual area, the planning region shape and the planning region area. Through iterative optimization of the genetic algorithm, reasonability of functional area layout can be realized, and operation efficiency and service quality of a logistics base can be improved.