Intelligent project special consultation management system and method based on multi-source data fusion

By employing multi-source data fusion and intelligent collaboration, the problems of data heterogeneity, passive business process collaboration, and outdated knowledge management in the preparation and review of multi-specialty consulting reports for large-scale engineering projects have been solved. This has enabled efficient and intelligent project consulting management, improving data processing efficiency, analysis quality, and knowledge accumulation.

CN122114860APending Publication Date: 2026-05-29GUANGDONG CHUANGNAN ENG MANAGEMENT CO LTD
0 Cites 0 Cited by

Patent Information

Application Number
CN202610406755.4
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2026-03-31
Publication Date
2026-05-29

AI Technical Summary

Technical Problem

In the early planning and approval stages of large-scale engineering projects, the preparation and review of multiple specialized consulting reports suffer from problems such as data heterogeneity and semantic barriers, passive collaboration of business processes, reliance on personal experience for analysis and decision-making, and outdated report output and knowledge management methods. These issues lead to inefficiency, inconsistent quality, loss of knowledge assets, and duplication of work.

Method used

By adopting a multi-source data fusion and intelligent collaboration approach, an intelligent project-specific consulting management system is constructed through a unified data platform, multi-source data semantic fusion, adaptive workflow configuration, multi-model coupled simulation, intelligent conflict detection and causal reasoning, and immersive report generation. This system enables automated association and structuring of multi-source data, dynamic configuration of task resources, real-time collaborative simulation across models, in-depth detection and causal analysis of cross-professional conflicts, immersive visualization of reports, and structured management of knowledge.

Benefits of technology

It improved the efficiency of data preprocessing and the accuracy of compliance review, enhanced the overall efficiency and resilience of task scheduling, ensured the internal logical consistency of analysis results, enhanced the efficiency and depth of cross-disciplinary problem solving, improved the report review experience and knowledge management methods, and realized the continuous evolution of the system's intelligence level.

✦ Generated by Eureka AI based on patent content.
Patent Text Reader

Abstract

The invention discloses an intelligent project special consultation management system and method based on multi-source data fusion, and belongs to the technical field of engineering project management. The method comprises the following steps: accessing multi-source heterogeneous data through a unified data platform, and performing deep fusion based on a semantic alignment algorithm to generate a semantic enhanced structured data packet; dynamically scheduling special workflows and tasks based on reinforcement learning; coupling simulation of multiple special models is realized through a model federation interface, and policy analysis and risk prediction are carried out by using AI; a knowledge graph is constructed based on a graph neural network, and intelligent causal reasoning and detection across special conflicts are realized; and finally, generating a visual report in a multi-person collaborative three-dimensional immersive environment, and archiving the whole-process knowledge to a graph library to support system self-evolution. According to the invention, full-process intelligentization from data fusion, intelligent analysis, collaborative management to knowledge precipitation is realized, and the efficiency, quality and collaborative level of special consultation are significantly improved.
Need to check novelty before this filing date? Find Prior Art