55 results about "Project execution" patented technology

The invention relates to the technical field of project management, and particularly discloses a project management method and system based on an AI large model technology, and the method comprises the steps: collecting multi-dimensional project execution data, carrying out the data cleaning and feature coupling analysis of the multi-dimensional project execution data, and generating a normalized project feature tensor; inputting the task delay risk into a pre-trained time sequence prediction large model, and outputting a task delay risk probability distribution matrix; carrying out risk level label mapping based on the task delay risk probability distribution matrix, and generating a multi-level risk early warning signal; and in response to the risk event exceeding the preset threshold in the multi-level risk early warning signal, a resource redistribution scheme is generated, and a project manager not only can monitor the project progress in real time, but also can quickly adjust resource configuration when the risk occurs, thereby realizing dynamic management. The intelligent project management mode based on data driving not only improves transparency and controllability of the project, but also provides powerful technical support for successful implementation of the project.

The invention discloses a project combination adjusting method, and particularly relates to a project combination adjusting method and device based on dynamic risks and electronic equipment. The method comprises the following steps: acquiring support degree information corresponding to an existing project combination at a moment t-1, and acquiring risk influence information at a moment t; updating the support degree information based on the risk influence information to obtain updated support degree information at the moment t; judging whether the existing project combination meets a preset constraint condition or not based on the updated support degree information at the moment t; under the condition that the existing project combination does not meet the preset constraint condition, the adjustment cost corresponding to each project adjustment scheme is calculated, and the project adjustment scheme comprises an adjustment strategy executed by each existing project; and adjusting the existing project combination based on the project adjustment scheme with the lowest adjustment cost to obtain an updated project combination at the moment t. According to the method, the project combination can be dynamically adjusted according to the risk impact, and efficient allocation of resources is realized.

The invention discloses a dynamic optimization method for research and development project resource allocation, which comprises the following steps of: acquiring task state data and resource state data in a project execution process, constructing multi-source data and transmitting the multi-source data to a data processing center in real time; performing real-time monitoring on the multi-source data to obtain key indexes and resource pool states of research and development projects; based on a preset triggering rule, judging whether a triggering condition of resource redistribution optimization is met or not, and when the triggering condition is met, constructing a multi-target dynamic resource optimization model; solving the optimization model, generating a resource allocation scheme, and performing multi-dimensional evaluation to determine a final scheme; and executing the final optimization scheme, updating the project resource allocation state, and continuously collecting execution effect data for optimization adjustment, the research and development project resource real-time monitoring and dynamic optimization are realized, and the resource utilization efficiency and the execution quality of the research and development project are improved.

To facilitate forming project execution plans.SOLUTION: A project support system 10 is configured to execute, by at least one processor, first processing s1 for acquiring requirements data 100, which records information related to requirement contents of a project, and second processing s2 for identifying departments most closely related to the requirement contents recorded in the requirements data 100.SELECTED DRAWING: Figure 1

The invention provides a project information processing method and device, equipment, a medium and a program product, and the method comprises the steps: responding to a field configuration operation for a node in a project, and displaying a field configuration interface; in response to an awakening operation for the work item of the work decomposition structure, displaying an interaction panel corresponding to the work item of the work decomposition structure in the field configuration interface; wherein the interaction panel comprises work items for displaying different levels of work decomposition structures; and according to different levels of work decomposition structure work items in the interaction panel, configuring a target field in a field configuration interface so as to establish a data transmission link between the target field and the work decomposition structure work items. According to the invention, information transmission between upstream and downstream nodes can be realized in a project execution process.

The invention discloses a BIM (Building Information Modeling)-based track signal equipment configuration management method, which comprises the following steps of: tracking a change state of a material by taking a component number and a serial number as a unique identification code of a hardware configuration item; according to the design file of the material, establishing a BIM model of the material in a BIM system; the BIM system uses a two-dimensional code tag as a carrier for configuration information management, and a unique two-dimensional code tag is set for each hardware configuration item; according to the design file of the material, based on the distributed serial number, exporting the two-dimensional code label of the assembly part from the BIM system, and recording the configuration information of the current-level material and the sub-level material; after the equipment is installed on site, registering or supplementing configuration information of the installed equipment in the BIM system; and during project execution, exporting the hardware configuration management database under the project through the BIM system, and cutting according to the requirements of each project. According to the invention, online real-time configuration management of the rail transit signal equipment in the stages of construction, operation and the like is realized.

The invention provides a project progress and quality collaborative management method, and relates to the technical field of project management, and the method comprises the steps: obtaining a plurality of pieces of multi-dimensional state data of a project execution process; performing standardization processing on the multi-dimensional state data to obtain a multi-dimensional state vector; determining a mahalanobis distance between the multi-dimensional state vector and each clustering center, and taking a state category corresponding to the clustering center with the minimum mahalanobis distance as a current integrated management level; and based on the integrated management level, identifying a causal influence type, defect characteristics of the key task and a downstream propagation path, generating a basic management decision scheme or a management collaborative optimization suggestion, and converting the basic management decision scheme or the management collaborative optimization suggestion into a correction plan scheme. A first causal value of progress to quality and a second causal value of quality to progress are obtained, and a directional dependency relationship between progress and quality is identified. In this way, a targeted plan scheme is generated according to the dependency relationship, and the management precision is improved.

Embodiments of the present disclosure include systems and methods for managing revisions in complex projects. Certain embodiments facilitate efficient tracking, monitoring, notifying, and implementation of revisions to project artifacts, such as commodities, drawings, and documents, thereby enhancing collaboration and reducing errors during project execution.

The application discloses a financial integration platform and a data processing method for application of the same, relates to the technical field of financial management, and comprises the following modules: a project library construction module, which establishes a unified project management model, defines project attributes through a hierarchical structure, and associates full life cycle information of budget preparation, execution and performance evaluation for each project node; a budget association generation module, which generates a department budget draft according to distribution rules, and adjusts a mechanism to associate budget preparation and project execution progress; an index dynamic management module, which decomposes a ratified budget result into executable indexes in stages, and locks, adjusts and recycles the executable indexes according to project dimensions; a payment control module, which checks payment conditions based on project budget balances and contract performance states; and an emergency and data maintenance module, which performs local emergency payment when a network is interrupted, maintains cross-year project data, and realizes automatic association of budget execution data of historical projects and newly-built projects. The application improves the efficiency of financial management.

The invention discloses an engineering enterprise secondary management method and system. The method comprises the steps of obtaining project management and control target data issued by a primary management end of an engineering enterprise and multi-dimensional project execution data collected from secondary execution ends of the engineering enterprise; performing difference quantitative analysis on the project management and control target data and the multi-dimensional project execution data to generate a target and execution difference vector; inputting the difference vector of the target and the execution into a strategy generation model, and generating a corresponding management strategy of the secondary execution end; and issuing the management strategy to the corresponding secondary execution end for project management adjustment. According to the invention, the management efficiency and management quality of engineering enterprises can be effectively improved.

Embodiments of the present disclosure include systems and methods for managing revisions in complex projects. Certain embodiments facilitate efficient tracking, monitoring, notifying, and implementation of revisions to project artifacts, such as commodities, drawings, and documents, thereby enhancing collaboration and reducing errors during project execution.

The application provides a project progress and quality collaborative management method, relates to the technical field of project management, and obtains a plurality of multi-dimensional state data of a project execution process; the multi-dimensional state data is subjected to standardization processing to obtain a multi-dimensional state vector; Mahalanobis distance of the multi-dimensional state vector and each cluster center is determined, a state category corresponding to the cluster center with the smallest Mahalanobis distance is taken as a current integrated management level; based on the integrated management level, a cause-and-effect type, a defect feature of a key task and a downstream propagation path are identified, a basic management decision scheme or a management collaborative optimization suggestion is generated and is converted into a rectification plan scheme. A first cause-and-effect value of progress on quality and a second cause-and-effect value of quality on progress are obtained, and a directional dependence relationship between progress and quality is identified. According to the dependence relationship, the application generates a targeted preplan scheme, and management accuracy is improved.

This invention relates to the field of software development technology, specifically to a software compilation method, system, device, and storage medium based on Jenkins. The method includes: pre-setting a manifest file describing the project structure and building a base build image encapsulating a complete compilation environment; pulling the full code of each project to a physical server; triggering an automated compilation task when a commit event occurs in the code repository; the task updating the manifest file according to the commit information and generating an updated manifest file with a sequence number; performing incremental pulls on the physical server for the changed projects based on the updated manifest file; synchronizing the code to a container environment started by the base build image via a local Git HTTP server; and finally performing automated compilation within the container. This invention can significantly improve the compilation efficiency of large projects, completely eliminate environmental differences, and enhance the stability and reliability of the automated process.

The invention discloses an infrastructure contract intelligent management and control method, system and device based on artificial intelligence and a medium, and belongs to the technical field of natural language processing, and the method comprises the steps: automatically converting the core obligation terms of an infrastructure contract into a structured contract WBS knowledge graph through the natural language processing technology, and forming a contract obligation map through binding performance conditions; in the project execution process, the system identifies the event entity in the performance data in real time and automatically associates the event entity to the corresponding node of the knowledge graph, and finally, automatic performance monitoring of contract obligations based on event triggering is achieved. According to the method, the dynamic contract WBS knowledge graph is constructed, semantic analysis and graph reasoning technologies are combined, intelligent management of contract obligations and accurate association of performance events are achieved, and the intelligent level of engineering management and control is improved by means of an automatic review and risk early warning mechanism.

This invention provides a method and system for calculating the construction progress and cost variances of power transmission and transformation projects. The method includes performing multivariate correlation analysis on construction period data to calculate the planned duration of each process; identifying critical path processes that affect the total project duration, determining the time percentage of each critical path process within the critical path, and calculating the total project duration based on the time percentage of each process within the critical path and the planned duration of each process; determining alternative project execution plans based on the total project duration; calculating the personnel and machinery costs of each process based on the alternative project execution plans; accumulating the costs of each process, and comparing the cost differences between different alternative project execution plans. This invention develops a quantitative analysis tool for the correlation between construction period and cost through an innovative method, constructing a multi-dimensional linkage model of "schedule-cost-resources" to accurately quantify the intrinsic relationship between construction efficiency losses and cost fluctuations, avoiding errors from empirical estimations.

The invention discloses a home decoration digital management system, and belongs to the technical field of home decoration management. The system comprises a design verification module, a project execution management module, a client and contract management module and a data tracing module. The design verification module is used for collecting customer demands and generating a design scheme and scene simulation data confirmed by a customer; the project execution management module executes a construction plan and quality control based on the confirmed scheme; the client and contract management module stores client information and manages a payment process; and the data tracing module records whole-process data from demand acquisition to project acceptance. According to the invention, through constructing full-process digital closed-loop management, it can be ensured that the decoration effect accords with the customer expectation from the source, the problems of delivery disputes and difficult collection of tail money caused by design inconformity are effectively solved, and the construction quality and project management efficiency are improved at the same time.

The invention provides a project system capability evaluation method and device based on heterogeneous preferences, and the method comprises the steps: obtaining a numerical evaluation matrix and a comparison evaluation matrix of a plurality of experts for a plurality of to-be-evaluated projects, converting the comparison evaluation matrix according to an information conversion operator, adding the converted comparison evaluation matrix to a numerical evaluation matrix given by the same expert, and obtaining the capability of a project system. The heterogeneous preference information of the experts in different fields is effectively aggregated, and the problem that the assessment information is difficult to unify due to different specialist fields of the experts is solved. According to the method, expert weights are determined based on a double-entropy target, a complete evaluation matrix of multiple experts is aggregated, and strategic target weights are determined based on the double-entropy target; according to the strategic target weight and the comprehensive evaluation matrix, the expected performance conditions of the multiple to-be-evaluated projects on the strategic target are determined, so that scientific evaluation of the project execution capability is realized, and a solid data support is provided for execution capability deviation evaluation and optimization adjustment of subsequent project combinations.

The invention relates to a construction operation management and control knowledge pushing method and system based on a power station construction unit, and belongs to the technical field of power station construction management, and the method comprises the steps: receiving project information, and recognizing a task name and project basic information in the project information; performing semantic analysis on the task name, and generating an intelligent extension code of the current WBS entry according to an analysis result; associating an experience set, a standard specification term set, a risk point set and a construction period and cost data set for the current WBS entry; generating a project scene factor set according to the project basic information; according to the project scene factor set and the data set associated with the current WBS entry, generating a project forced check list and a risk special item check list, and generating a project main execution list after fusion; and associating a person in charge for the project main execution list according to the project organization structure, the block to which the intelligent extension code belongs and the skill keyword required by the current WBS entry. The method has the beneficial effects that the decision response speed is increased, and the project construction quality is improved.

The invention relates to the technical field of document management, and discloses a reversible data hiding document management method, which comprises the following steps of S1, obtaining a to-be-managed document generated in each stage of project execution; s2, supervision key data are extracted, the supervision key data comprise digital signatures, detection time and intensity value hash values, and the supervision key data are converted into a binary sequence through a specific coding rule; s3, processing the binary sequence and a non-sensitive image area of the document to be managed; and S4, embedding the binary sequence processed in the step S3 into the to-be-managed document through reversible integer transformation. The document management method with reversible data hiding has the advantages that an anti-counterfeiting function can be realized without depending on an external system so as to simplify a management link, document integrity is guaranteed through reversible integer transformation, version tracing information is embedded into a document so as to avoid an independent log risk, a digital scene is adapted, the validity of the document serving as a core basis is enhanced, and the like.

This disclosure relates to a method for an Android Gradle build system, comprising: in response to a project containing only AAR dependencies initiating compilation, executing a custom Gradle plugin to: load pre-set dependency hierarchy information for the project; parse the Gradle configuration of the project to obtain a dependency graph; traverse all nodes in the dependency graph to check whether the dependency hierarchy of each node does not match the dependency hierarchy of that node in the pre-set dependency hierarchy information, and record the mismatch information; traverse all edges in the dependency graph to check whether there are erroneous dependencies in the dependency graph, and record the erroneous dependency information; determine whether the execution result of the custom Gradle plugin is successful based on the recorded information; and in response to the execution result of the custom Gradle plugin being successful, performing a pre-build for compilation of the project.

The present invention relates to a technology for optimizing human, software (SW), and hardware (HW) resources generated in IT service development projects through dynamic automation. Specifically, the invention provides an integrated process in which (1) a machine learning prediction module (100) calculates future resource demand based on project management tools, server / network logs, SW license usage history, etc., (2) a decision engine (200) determines resource allocation logic, such as personnel reallocation, license increase / decrease, and server expansion / reduction, by referring to rule tables and priorities, (3) a resource control module (300) executes allocation / release commands for actual resources (personnel, licenses, servers), and (4) a monitoring module (400) collects and analyzes the above results and real-time project status to continuously correct prediction errors and decision logic. This enables the resolution of recurring issues during IT service development projects, such as manpower bottlenecks, license overloads or shortages, and server resource overuse or insufficient resources, effectively mitigating project schedule delays and cost increases. Furthermore, by continuously correcting discrepancies between the machine learning model and actual data during project execution through online or adaptive learning methods, it improves long-term accuracy and efficiently performs dynamic resource optimization. Consequently, various benefits are achieved, including shortened project schedules, cost reductions, and improved resource utilization. At the same time, managers can reduce their workload through automated resource allocation processes and further enhance project quality and stability.

The invention provides a code packaging method and device, a project execution method and device, a medium and equipment. The method comprises the steps that information for configuring a target module for a first project is obtained; obtaining a first packaging tool, and partially modifying the configuration of the first packaging tool to obtain a target packaging tool; and calling the target packaging tool to package the first project to obtain a packaged first project, through the method, the repeated work of developers can be reduced.

The invention relates to the technical field of project management. The invention provides a data-driven science and technology project management method, system and device and a medium, and the method comprises the steps: carrying out the data collection processing of a project execution system, and obtaining a project execution data set; carrying out plan deviation analysis processing based on the project execution data set, and generating a deviation state identifier and associated progress deviation characteristic values and cost deviation characteristic values; performing threshold comparison processing based on the deviation state identifier, triggering dynamic permission adjustment when an emergency threshold is reached, and generating temporary permission configuration; performing deviation correction operation based on the temporary permission configuration to generate a permission operation log; and performing convergence judgment processing based on the progress deviation characteristic value and the real-time cost deviation characteristic value, and triggering permission reset and recovering baseline permission configuration when a reset condition is met so as to achieve the technical effects of improving deviation response real-time performance, reducing permission adjustment delay and avoiding secondary deviation or resource locking caused by misjudgment of the reset opportunity.

Systems and methods for using large language models (LLMs) to analyze category specific workflows for generating an optimized workflow that can be used in live conversations to provide a response are described. The methods include categorizing a plurality of projects into specific categories. The actions performed by agents for the plurality of projects are translated into workflows. The workflows are analyzed based on optimization factors and clustering options, such as including redundancies in workflow steps, using alternative solutions to a workflow step, determining whether any escalation performed is justified and if so, adopting escalation related steps. The workflows are consolidated and optimized into an optimized workflow that is tested and verified, and then used in a live conversation.

The application belongs to the technical field of decoration design, and particularly relates to a method and system for generating a decoration BIM model by using personalized decoration requirements, seamless intercommunication of design data is realized by building a data resource base cloud platform and establishing a data mapping relationship between an interactive option system and a cloud process library; the method can not only quickly analyze a customized decoration scheme of a user and create an accurate original structure and a fine BIM model, but also can use three-dimensional scanning point cloud data to correct the model, so that the finally output IFC format structure model data not only meets specific requirements of a customer, but also has a high construction guidance value, thereby significantly improving design efficiency and accuracy of project execution.

This application can be applied to fields such as resource allocation, fintech, and smart healthcare. It discloses a resource allocation method and apparatus, storage medium, and computer equipment based on dynamic control. The method includes: acquiring the resource budget plan and project execution data of the target project; calculating and predicting resource demand based on the project execution data using a preset project resource prediction model; if the resource budget plan covers the predicted resource demand, calculating a resource idle matrix and matrix score based on the resource budget plan and the predicted resource demand; determining a first budget adjustment plan for the resource budget plan based on the matrix score; if the resource budget plan does not cover the predicted resource demand, acquiring multiple project nodes of the target project and the expected targets of each project node; calculating the predicted workload value based on the expected node targets using a preset workload prediction model; and determining a second budget adjustment plan for the resource budget plan based on the predicted workload value of each project node.

This application discloses a method, system, electronic device, and storage medium for generating and accessing algorithm projects. The algorithm project access method is applied to a project terminal and includes: obtaining an algorithm project package, which includes a file directory and a resource package directory. The file directory contains several files required for the execution of each algorithm project, and these files carry different types of information about the algorithm project. The resource package directory contains installation packages for several operator models required for the execution of the algorithm project. The information of various types obtained by parsing each file in the algorithm project package is stored in storage media corresponding to each type of information. The installation packages of each operator model are stored in a storage engine, and a storage model is generated. Based on at least some types of information stored in each storage medium, tasks for the algorithm project are generated, and the corresponding storage models are called to execute the tasks. This solution can improve the efficiency of algorithm project access.

The application relates to a project data processing method and device, computer equipment and a storage medium. The method comprises the following steps: in a project execution phase, obtaining project data generated in a project execution process, determining a project execution progress and a target plan corresponding to the project execution progress according to the project data and a project work preparation set, and generating and visually displaying progress information of the project according to the project execution progress and the target plan. According to the scheme, the actual project progress can be recorded and reserved, meanwhile, the project personnel can more intuitively see the project progress and the target plan, and the actual construction period can be adjusted based on the visual project progress and the target plan, so that the engineering management efficiency, the diversity and comprehensiveness of the management dimension are further improved, and the generation of information errors and information islands is prevented.

The embodiment of the invention provides a behavior plan generation method and device based on man-machine cooperation, and the method comprises the steps: receiving project information, carrying out the semantic reasoning of the received project information based on an ontology library, and decomposing a project into a plurality of executable sub-projects; evaluating a current project environment, preconditions and constraints based on historical data in a case library, and recommending appropriate strategies and behavior arrangements for each sub-project; allocating resources required by each sub-project in the project execution process based on the resource library, and outputting a resource allocation scheme; generating an execution sequence of each sub-project according to the front-back dependency relationship of the project, and dynamically adjusting the execution sequence according to the state change; and based on the dynamic manual intervention threshold, adjusting the priority, resource allocation and execution strategy of the project through a feedback mechanism, and generating a behavior plan. According to the scheme, the efficiency and accuracy of project formulation and execution can be effectively improved through a machine autonomous planning and human-assisted behavior plan formulation mode.

To provide an information processor for managing and optimizing a project when a plurality of persons and business operators cooperatively execute the project, and for smoothing the execution of the project through the presentation of improvement measures to the participants of the project.SOLUTION: The quality management unit includes a risk registration unit configured to receive a risk content expected to occur and a risk handling method, a risk analysis unit configured to estimate a risk occurrence rate and a risk influence degree of the risk on a process, a risk presentation unit configured to present the risk content, and an alternative presentation unit configured to present a risk handling proposal.SELECTED DRAWING: Figure 3