112 results about "Presentation layer" patented technology

The invention belongs to the technical field of railway inspection, and particularly relates to a space-air-ground integrated railway power transformation and distribution intelligent inspection method and system which comprises a sensing layer, a platform layer, a data and intelligent center, an application layer and a user and presentation layer. The sensing layer is composed of an aerial inspection layer, a ground inspection layer and a fixed monitoring layer; the platform layer is based on a cloud computing center and edge computing node collaborative architecture, combines data and an intelligent center, integrates multi-source heterogeneous data through a big data platform, carries an AI algorithm engine to realize automatic identification of equipment defects, analyzes images, synchronously predicts the images, and realizes automatic identification of the equipment defects. And the application layer is combined to complete the functions of automatic generation of an inspection report, automatic distribution of a maintenance work order, equipment health state evaluation and the like. According to the method, functions of railway power place inspection, power supply line inspection, power supply and distribution facility operation and maintenance emergency and the like can be realized, deep fusion analysis of multi-dimensional data is realized, and meanwhile, the problems of insufficient training samples, sparse defect types and the like of an existing AI model are solved.

The invention discloses a federal large model knowledge collaborative training method supporting multi-modal heterogeneous clients, which comprises the following steps: each client receives a model initialization parameter issued by a central server, and applies adaptive differential privacy noise to independently train a heterogeneous lightweight model based on local private data; updating the model to which the noise is applied and uploading a modal identifier of the model to a central server side; after model updating and modal identification of each client are received, based on a modal perception weighted consensus fusion mechanism, knowledge of each client is fused to update a global large model; and the central server side issues the updated presentation layer parameters of the global large model to the client side for initialization of the next round of local training. According to the method, on the premise that a public data set or specific task setting is not needed, comprehensive compatibility of data isomerism, client dynamic participation, model diversity and privacy protection requirements is achieved, and the adaptability, stability and knowledge utilization efficiency of large model federation training are remarkably improved.

The invention provides an AI model cross-platform deployment system and method based on a unified interface and an intermediate presentation layer, and is used for solving the technical problem that the deployment adaptation of an AI model among different cloud platforms is difficult. The system adopts a hierarchical architecture design and comprises a unified interface layer, a middle presentation layer and a platform adaptation layer. Wherein the unified interface layer provides a standardized model deployment interface specification; the middle presentation layer converts the AI model into a platform-independent middle format and manages model dependence and configuration information; and the platform adaptation layer is responsible for converting the intermediate format into a deployment format of a target platform and calling a corresponding platform API to complete deployment. Through the innovative design of the unified interface and the middle presentation layer, the development cost of cross-platform deployment is remarkably reduced, the portability of the model is improved, and the technical problem in the cross-platform deployment process of the model is effectively solved.

The invention discloses a social group discovery system based on fused semantic information. The system comprises a presentation layer, a presentation layer, a service layer and a data layer. The presentation layer supports checking of a group division result; the display layer displays a user structure network, group dynamic division and group characteristic indexes through a visual tool; the service layer is composed of a semantic tag generation module, a user structure analysis module, a social group division module and a social group analysis module, semantic and structural features are fused through a graph attention network, and accurate group division is realized in combination with an adaptive embedded graph aggregation algorithm; and the data layer stores the original data set of the social platform and the processed data. The system inputs user texts into a large language model to generate semantic tags, node embedding is generated by calculating node association weights, group division is completed by combining an adaptive embedding graph aggregation algorithm, and finally group characteristics are quantitatively analyzed from the aspects of cohesion, conductivity and the like. The system is suitable for scenes such as vertical domain community mining.

The invention discloses an industry operation permission intelligent approval system based on Java and an implementation method, and belongs to the technical field of computer application. The system adopts a four-layer architecture including a presentation layer, a business logic layer, a data access layer and a data storage layer. The core of the system is that the business logic layer integrates an intelligent auditing engine, a rule engine and a workflow engine; the intelligent auditing engine automatically analyzes and extracts key information in the application material through NLP and OCR technologies; a rule system based on industry classification is built in the rule engine, three-dimensional automatic verification of subject qualification, material integrity and condition conformity is executed, and regulatory terms can be mapped into executable logic; and the workflow engine automatically triggers and manages the approval process according to the verification result. According to the invention, full-process automation and intellectualization of industry operation permission approval are realized, the approval efficiency, accuracy and dynamic adaptation capability to policies and regulations are greatly improved, and the problems of low efficiency, different standards, lagging and the like existing in a traditional manual approval mode are effectively solved.

The invention discloses a fully mechanized coal mining face multi-protocol equipment simulation linkage control system and a working method. The control system comprises a presentation layer, a business logic layer and a data layer. The working method comprises the following steps: S1, selecting equipment needing to be simulated and issuing the equipment to the business logic layer; s2, an equipment simulation module obtains point location information of the selected equipment, and a linkage rule read-write module obtains equipment linkage control rule information; s3, the device simulation module calls a point location read-write module of a corresponding protocol according to the read device point location information, and point location change monitoring during device operation is achieved; s4, the rule simulation module completes point location read-write module calling across the devices according to the analyzed rules, and therefore linkage simulation between the devices is achieved; s5, the point location read-write module receives the calling command, scans the read point location and feeds back a scanning result to the business logic layer; and S6, the service logic layer transmits a feedback result to a simulation monitoring module for simulation effect display.

The invention discloses a data interaction management and control system and method for judicial and administrative business resource integration. The system comprises a presentation layer, an application layer, a service layer, a data access layer and an infrastructure layer, wherein the presentation layer is used for providing a visual interface of a judicial administration data collaborative sharing portal and an interactive management and control portal, and supporting data collaborative sharing and management and control operation of a plurality of business scenes; the application layer is used for combining functions of the service layer, realizing a business scenarized application module and recording an operation behavior log in real time; the service layer is used for packaging preset business logic and providing an atomization service interface; the infrastructure layer comprises network resource load balancing, an API gateway, a hardware security device, a computing resource server cluster, a message queue, a log storage, a relational database, a distributed file storage and a block chain platform node. The block chain is utilized to realize on-chain data access, behavior data is prevented from being tampered, traceability and truth restoration are facilitated, and a person in charge is positioned.

The invention relates to the technical field of data processing, in particular to a development system framework and method based on a low-code platform. The development framework comprises a presentation layer used for generating a user interface and obtaining data input by a user in the user interface; the business logic layer is used for managing a dependency relationship between business logic components and processing the data sent by the presentation layer through the business logic components to obtain a processing result; and the persistent layer is used for generating and executing SQL statements so as to persist the processing result into the database or obtain data from the database and feed back the data to the presentation layer. By using the development system framework, the coding quantity can be reduced, and the development efficiency can be improved.

The invention discloses a multi-strategy fusion file data desensitization management and control system, and relates to the technical field of information security and data processing, a system architecture adopts a hierarchical design and comprises a presentation layer, a business logic layer and a data access layer, the interface design of the presentation layer is simple, and a user can easily operate the presentation layer; the business logic layer is responsible for processing various rules and ensuring that data can be correctly processed; the data access layer is responsible for interacting with a database to realize secure storage and quick reading of data, and the architecture design ensures the expandability and maintainability of the data desensitization file security management system; system functions are realized in two ways: a common user can perform desensitization operation on sensitive data and download a file; an administrator can modify configuration and manage the desensitization rule besides the functions of a common user; the system can effectively protect sensitive data and reduce the risk of data leakage, and has high practical value.

The invention belongs to the field of product top-layer system design and modeling, and discloses an interactive feedback-oriented product top-layer system design method, which comprises the following steps of: constructing a multi-layer model based on a demand R, a function F, a behavior B and a structure S, establishing a knowledge graph for representing a semantic relationship between layers and between nodes on the same layer by using weighted directed edges, forming a layer-by-layer mapping matrix by using edge weights, and constructing a layer-by-layer mapping model; realizing weight decomposition from the demand to the structural unit; a constraint hypergraph is constructed on the node set, and structural unit combination constraints are depicted through mutual exclusion, dependency, collaboration and conflict hyperedges; physical parameters of the structural units are normalized into performance vectors, weighted aggregation is carried out according to weights, legality judgment and performance correction are carried out in combination with a hypergraph, a system-level performance evaluation result is obtained, candidate configuration schemes are compared and optimized according to the result, and a product configuration scheme meeting requirements and constraint conditions is formed. The method provides a model basis for subsequent product structure configuration optimization based on interactive feedback.

The invention discloses a large model lightweight reasoning method and device, computer equipment and a storage medium. The method comprises the steps that a target large model is unfolded into a computational graph, and a semantic path dependency graph is constructed based on intermediate representation; defining a semantic contribution degree index, and calculating the semantic influence degree of each node in the semantic path dependency graph on final output; screening a low-influence path according to a graph traversal algorithm, and performing path pruning in combination with structure limitation to obtain a pruned model; and carrying out structure completion on the pruned model, and carrying out semantic alignment distillation by taking the original model as a teacher model to obtain a lightweight model. The embodiment of the invention relates to the field of artificial intelligence model reasoning optimization, and solves the problems that a pruning method in the prior art depends on structural information, lacks semantic perception and is easy to lose performance. The semantic graph is constructed in the middle presentation layer, task related paths are identified, redundant branches are cut off, the reasoning process is remarkably accelerated on the premise that the precision of the model is kept, and the deployment efficiency is improved.

The invention discloses an intelligent data retrieval and presentation system and method fusing a large model and a process engine. The system comprises a large model layer, a process engine layer, a data interface layer and a presentation layer. The large model layer is used for carrying out secondary semantic analysis and associated word expansion according to a business data query demand to generate a structured retrieval instruction; the analysis module is also used for performing data analysis through the intelligent attribution model to generate an analysis result; the process engine layer is used for generating a matched business process template, cleaning and integrating original data, and sending data display configuration to the presentation layer; the data interface layer is used for acquiring original business data and feeding back to the process engine layer; and the presentation layer is used for performing visual display according to the data analysis result and providing a questioning interface to obtain a new demand of the user. According to the method and the system, accurate processing and efficient presentation of the business data in the ERP system are realized, and the problems of low data retrieval and analysis efficiency and insufficient intelligence of the traditional ERP system are solved.

The invention relates to the technical field of three-dimensional reconstruction, in particular to a rapid three-dimensional reconstruction system based on deep learning, which comprises a data layer module used for inputting multi-view image data, configuring image sizes, calculating equipment parameters and performing read-write and management on output point clouds, grids and depth maps; the algorithm layer module is used for performing calculation based on a three-dimensional reconstruction algorithm, including depth estimation, point cloud generation, global alignment and grid reconstruction; the business logic layer module is used for coordinating all the modules to execute full-process automatic reconstruction and constructing a full process from multi-view image data input to model output; the presentation layer module is used for providing an interactive interface for the user; the communication layer module is in communication connection with the data layer module, the algorithm layer module, the business logic layer module and the presentation layer module and used for completing data transmission and state synchronization among the modules, and the problems that in the prior art, equipment cost is high, real-time performance is poor, efficiency is low and precision is insufficient are solved.

A wine-food pairing system utilizes a computing device in electronic communication with a server having a presentation layer and a data layer. The presentation layer of the server is a wine-food pairing website and / or web application that utilizes a method of matching wine and food based on molecular gastronomy. The resulting system enables the convenient, cost-effective, and efficient matching of wine and food by average consumers and sophisticated businesses alike.

The invention discloses plant station signal simulation software based on a Linux operating system and an application method, and relates to the technical field of power system dispatching automation training. Comprising the steps that software runs in a Linux operating system environment, and the software and an intelligent power grid dispatching control system run on the same student machine at the same time; the software comprises an access layer, a presentation layer, an application layer, a support layer, a data layer and a base layer which are sequentially arranged from top to bottom. The system and the intelligent power grid dispatching control system can run on the same student machine at the same time, the problem that a plant station simulation software system is poor in adaptability under an existing Windows system is solved, students do not need to wait in line, and joint debugging signal checking time is remarkably shortened.

The invention is a system used for instantly transferring physical technical drawings or notes to digital media using specially patterned paper and smart pen; to enable real-time transfer of physical technical drawings or handwritten notes taken using specially patterned paper and smart pen to digital media, automatic processing, semantic enrichment, and presentation to the user as functional content through artificial intelligence integration, specially patterned paper whose surface is covered with a special optical pattern to enable writing or drawing on it and detection by the smart pen, smart pen equipped with sensors or optical reader hardware that converts the position information of writings or drawings made on said paper into X-Y coordinate data and transmits this data via wireless communication protocol, electronic device that receives coordinate data from the smart pen and converts, stores, and processes it into digital format; multi-layered software architecture consisting of mobile or desktop application, data layer, business logic layer, common layer, presentation layer, and platform layer running on said electronic device, artificial intelligence processing layer in communication with the electronic device, processing coordinate data with large language models (LLM) and natural language processing (NLP) techniques; performing semantic search, summarization, translation, contextual expansion, task detection, and chat features, and characterized by including an interface module that presents processed data to the user through mobile or web-based user interface.

The invention provides an electrical structure generation and cross-platform interaction system independent of a CAD platform, the system adopts a three-layer decoupling architecture of a core generation layer, a general intermediate data layer and an adapter presentation layer, the core generation layer independently executes electrical service logic calculation, the general intermediate data layer realizes data standardization packaging and transmission, and the adapter presentation layer is used for realizing data transmission. And the adapter presentation layer realizes bidirectional conversion between standardized data and different CAD platform graphic instructions through a multi-platform driving module. According to the method, complete decoupling of the electrical service logic and the CAD platform can be realized, the cross-platform compatibility, development and maintenance efficiency and expansibility of a design tool are improved, the replacement cost of an enterprise platform is reduced, and the method is suitable for cross-platform design scenes of various electrical structures.

Systems and methods provide for integrating legacy systems into a unified platform. Embodiments include a system configured to ingest, normalize, and store data from multiple sources using a data layer, analyze and transform data using AI algorithms by a processing layer, and provide a dynamic user interface for data visualization and interaction by a presentation layer. Methods are provided for receiving, by a computing device, data such as email orders, vendor catalogs, CRM data, etc., extracting data from the content, processing the data using natural language processing techniques, analyzing the data using machine learning models, mapping the data to a unified platform's schema, managing the integration workflow using a workflow orchestration engine, providing real-time data insights, and resolving data errors or anomalies using an exception management system.

The application relates to an FPGA design code credible generation and verification method and system based on a large language model, wherein the system comprises: a user interaction layer used for receiving input information of a user and converting the input information into standardized requirement information; an understanding and generation layer used for performing semantic analysis on the requirement information and generating a preliminary design result, the preliminary design result comprising an RTL code and a test framework; a verification analysis layer used for performing multi-stage engineering verification on the generated RTL code; a structured representation layer used for constructing a unified design intermediate representation in a system to make each stage take the same structural semantics as a benchmark; and a core control layer used for scheduling the running processes of the user interaction layer, the understanding and generation layer, the verification analysis layer and the structured representation layer. The application can improve design efficiency, reliability and engineering controllability.

The invention belongs to the technical field of wireless system application, and particularly relates to a radio frequency-based wireless signal test platform system and a building method thereof, and the system comprises an Android master control terminal, a radio frequency communication module and an environment sensing unit; the android master control terminal carries an industrial-grade android equipment operating system, an integrated presentation layer, a business logic layer and a data access layer; the radio frequency communication module is connected with the Android master control terminal through a serial interface and is used for dynamically configuring frequency bands, spreading factors and bandwidth parameters; an environment database is established by setting an Android master control terminal, a radio frequency communication module and an environment sensing unit, adaptive communication capability testing of various radio frequency modules is realized, wireless signal data can be visually tested anytime and anywhere by using an established testing platform and environment data, and dependence on a traditional darkroom and a frequency spectrograph is avoided; and self-adaptive setting of frequency bands, spreading factors and bandwidths of the module in different environments is realized through an existing environment database.

The application provides a medical clinical data management system based on the SDTM standard, and relates to the technical field of medical clinical data management.The system comprises a client module located at a presentation layer, a standard engine module located at a business logic layer, and a database located at a data layer.The client module serves as an operation interface for a user and is used to receive a management operation of the user.The standard engine module responds to the management operation and performs a management operation on medical clinical data according to a standard data model.The standard data model is constructed based on the SDTM standard and comprises an organization work area, a project data set, a business table, a data row, and a table header field.The database comprises a system table and a project data set composed of one or more business tables.The system table is used to store metadata and global configuration information, and the business table is used to store medical clinical data under a corresponding project.

The invention relates to an embedded scene-oriented cloud integrated development system and development method. The development system comprises an operating system, a bottom layer environment, a plug-in system business layer, a page interaction layer and a display layer, the plug-in system business layer comprises third-party expansion, supplementary expansion of embedded development and an expansion process running in an underlying environment; the supplementary expansion of the embedded development comprises SDK tool expansion, compiling tool expansion and embedded development main expansion, the embedded development main expansion communicates with the display layer through the page interaction layer so as to realize an interaction interface of the embedded development based on the Web page through the display layer, and the embedded development main expansion is used for responding to the operation of a user on the interaction interface. And calling SDK tool expansion, compiling tool expansion and third-party expansion through an expansion process so as to realize engineering creation, compiling and debugging of embedded development, and avoiding complicated work such as environment construction and the like during embedded development of developers.

The invention relates to the technical field of high-speed rail station buildings, in particular to a high-speed rail station building energy management system which comprises an energy management platform and a data medium station. The energy management platform adopts a distributed micro-service architecture and comprises a display layer, a business layer, an application support layer, a data storage layer, a data access layer and an infrastructure layer. The data middle platform is used for standardizing the data of the energy management platform, standardizing the equipment data of various models and versions, integrating the data originally dispersed in each subsystem, integrating the data of different sources and different types, timely finding the data quality problem and quickly repairing the data quality problem; therefore, the operation efficiency and safety of the energy management platform are improved.

The invention provides a medical clinical data management system based on an SDTM standard, and relates to the technical field of medical clinical data management.The system comprises a client module located on a presentation layer, a standard engine module located on a business logic layer and a database located on a data layer, the receiving module receives management operation of a user; the standard engine module responds to the management operation and executes the management operation on the medical clinical data according to a standard data model, the standard data model is constructed based on an SDTM standard, and the standard data model comprises an organization working area, a project data set, a business table, a data row and a header field; the database comprises a system table and a project data set composed of one or more business tables, the system table is used for storing metadata and global configuration information, and the business tables are used for storing medical clinical data under corresponding projects.

The invention relates to a design draft code conversion method and device, electronic equipment and a storage medium. The method comprises the following steps: generating an initial DSL (Digital Subscriber Line) intermediate presentation layer, which contains hierarchical constraints and response rules and is associated with a layout optimization algorithm, of a design draft according to basic elements of the design draft; according to the initial DSL intermediate presentation layer, displaying a preview page of the design draft on an interactive visual interface so as to adjust elements of the preview page through the interactive visual interface, and obtaining adjustment parameters for adjusting the elements of the preview page; according to the adjustment parameters, adjusting the initial DSL intermediate presentation layer by adopting a layout optimization algorithm, and obtaining the DSL intermediate presentation layer of the design draft; and according to the DSL intermediate presentation layer, obtaining at least one front-end code corresponding to the design draft. According to the scheme provided by the invention, the design manuscript can be quickly and efficiently converted into the front-end code, and the conversion efficiency and accuracy of converting the design manuscript into the front-end code are improved.

The invention relates to the technical field of software development. The invention discloses a modularized code-free platform, which adopts a five-layer architecture and comprises an application presentation layer, a test report presentation layer and a test report presentation layer, the configuration engine layer is used for analyzing the structured configuration file and generating an executable process model; the test execution layer is used for scheduling and executing a test flow defined by the process model; the hardware abstraction layer is used for providing a unified instrument operation interface and managing a mapping relation between a logic signal and physical hardware; and the equipment driving layer is used for realizing communication with specific instrument equipment. According to the method, a configuration-as-a-service mode is adopted, so that business personnel can quickly construct an application on the premise of not writing codes, the technical threshold is remarkably reduced, and the response speed is increased; business personnel only need to edit Excel to complete configuration of a complex instrument control process, and codes do not need to be written.

The application discloses a kind of integrated modeling methods comprising mechanical simulation and virtual maintenance attributes, comprising the following processes: respectively establishing geometric feature model, interactive feature model and state feature model, form integrated equipment model comprising mechanical simulation and virtual maintenance attributes;Integrated equipment model is divided into state execution layer, motion logic layer, multi-dimensional presentation layer;State execution layer is used to execute control command, external control command data is first transmitted to state execution layer, with the output of state execution layer as the input of motion logic layer, the result is obtained by processing motion logic layer, then the result is transmitted to multi-dimensional presentation layer, simulation result is obtained by processing by multi-dimensional presentation layer, and is presented by multi-dimensional way.The application can not only realize multi-dimensional presentation equipment / device geometric characteristics, but also can express motion logic and execution state in equipment / device simulation process completely, and can be realistically simulated mechanically and virtually maintained.

The invention relates to the technical field of vehicle-mounted Ethernet testing, in particular to a method for automatically testing the protocol consistency of a vehicle-mounted Ethernet. The method comprises the following steps: acquiring multi-controller protocols of a network layer, a transmission layer, a session layer, a presentation layer and an application layer in a vehicle-mounted Ethernet controller such as 10 base-T1, 100 base-T1 / TX and 1000 base-T1; the method comprises the following steps: connecting a vehicle-mounted Ethernet controller with test equipment, and debugging data of multiple controllers; debugging a test project in the test equipment, and verifying whether the script logic is consistent with the TCB specification or not; checking case triggering conditions, interaction processes and judgment standards; running the debugged test project, and synchronously scheduling each channel for parallel test in a multi-controller test scene; after the test is completed, automatically exporting a content analysis report and a log containing Ethernet packet capture data and environmental parameters; and according to a report viewing result, analyzing a test failure item reason in combination with a log.

The invention discloses an electrostatic dust collector ash clogging early warning system, which comprises a data acquisition layer capable of acquiring multi-source data comprehensively reflecting the running state of an electrostatic dust collector; the edge calculation layer is used for carrying out primary processing and analysis on the original data acquired by the data acquisition layer; the network transmission layer can ensure reliable and real-time transmission of data; the platform layer provides powerful data storage, calculation and analysis capabilities; the application layer provides service functions for different users; and the display layer provides various man-machine interaction interfaces to meet the requirements of different users. According to the intelligent early warning system for dust blocking of the electrostatic dust collector based on digital twinning and multi-source perception, through multi-level technical innovation, the limitation of a traditional dust blocking monitoring means is effectively solved, and early recognition, accurate prediction and intelligent disposal of the dust blocking risk are achieved.

The embodiment of the invention provides a concept POP software system based on a plug-in framework, and relates to the technical field of POP display and control software design, the system comprises a presentation layer, a service layer and a resource layer; the presentation layer is used for providing a basic display control interface and a comprehensive display control interface; the service layer comprises an application function plug-in module and a CTK plug-in service module, the application function plug-in module is used for providing a basic POP display control plug-in group, a comprehensive POP display control plug-in group, a communication plug-in and a management plug-in, and the CTK plug-in service module is connected with the application function plug-in module. The plug-in module is used for providing a basic plug-in framework, a dynamic registration service of a plug-in, a data communication function and a life cycle management function; the resource layer is used for providing map data resources and basic control resources. According to the system, the purposes of integrally showing the concept POP control process and showing the POP concept control concept can be achieved.