Big data-based device development whole-process compliance automatic checking system

By developing an automated compliance verification system for the entire process using big data-based devices, a dynamic process compliance map is constructed. The system compares project progress in real time and calculates path deviation, solving the problems of missed checks and misjudgments caused by manual verification and fixed templates in existing technologies. This enables accurate compliance verification and risk warning throughout the entire process.

CN122840566APending Publication Date: 2026-09-29SHAANXI MINGDE TIANXIANG TECHNOLOGY DEVELOPMENT CO LTD
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Patent Information

Application Number
CN202611066886.9
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2026-07-17
Publication Date
2026-09-29

AI Technical Summary

Technical Problem

The current compliance verification of the entire equipment development process mainly relies on manual inspection and fixed templates, which leads to omissions, misjudgments, poor consistency in standard implementation, difficulty in quantifying the degree of deviation, inability to achieve real-time early warning and dynamic correction throughout the process, and the lack of an integrated verification logic among multiple standard systems, which easily results in false alarms due to compliance deviations and reasonable process tailoring.

Method used

The device, based on big data, develops an automatic compliance verification system for the entire process. Through data collection, graph construction, process mapping, path matching and deviation modules, it constructs a dynamic process compliance graph, compares project progress in real time, calculates the cumulative value of path deviation, and realizes dynamic quantitative risk judgment and early warning.

Benefits of technology

It enables dynamic and precise verification of compliance throughout the entire device development process, improves quality control efficiency and risk identification capabilities, reduces false alarm rates, and ensures the accuracy and timeliness of early warnings.

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Abstract

The application discloses a device development whole-process compliance automatic checking system based on big data, and belongs to the technical field of device development data checking. The system comprises: a data acquisition module, which is used for acquiring real-time project data from a project management, product data management and test management subsystem and obtaining historical complete-process data of successful projects; a graph construction module, which is used for extracting process nodes and association rules from the complete-process data and constructing a dynamic process compliance graph; a process mapping module, which is used for converting the real-time project data into a real-time process node sequence and positioning a starting node; a path matching and deviation module, which is used for searching an optimal standard compliance path in the dynamic process compliance graph and calculating path deviation degrees node by node; and a compliance judgment module, which is used for outputting a warning signal when a path deviation degree cumulative value exceeds a preset threshold. The application realizes automatic, refined and dynamic checking of device development process compliance.
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