一种实验室智能综合管理方法

By employing intelligent integrated management methods for laboratories, and utilizing equipment identification, operational data analysis, and user behavior data, an equipment course mapping table and feasibility matrix are constructed. This solves the problems of equipment idleness and long user waiting times in equipment management, realizes intelligent allocation and management of equipment, and improves the utilization rate of laboratory resources and user experience.

CN121212880BActive Publication Date: 2026-07-17WUHAN TIANZHIYI TECH CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
WUHAN TIANZHIYI TECH CO LTD
Filing Date
2025-09-10
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

In existing technologies, laboratory equipment management systems have failed to effectively solve the problem of intelligent and comprehensive management of equipment. The lack of equipment health evolution analysis leads to efficiency bottlenecks in the management system. Existing technologies lack collaborative analysis of equipment health evolution, user behavior preferences, and dynamic resource matching, resulting in extensive management and prominent efficiency bottlenecks.

Method used

By employing intelligent integrated management methods for laboratories, including equipment identification, equipment operation data analysis, user behavior data analysis, and course data association, an equipment-course mapping table and a user-equipment feasibility matrix are constructed to achieve intelligent allocation and management of equipment.

Benefits of technology

It improved the utilization rate of laboratory equipment, reduced equipment idle rate, shortened user waiting time, realized intelligent allocation and management of equipment, and improved the utilization efficiency of laboratory resources and user experience.

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Abstract

本发明公开了一种实验室智能综合管理方法，涉及实验室管理技术领域。该方法步骤包括：实验室对未知接入设备添加设备身份标识；收集实验室设备运行数据集，通过标准差法得到实验室设备运行数据集的正太分布阈值；通过结合所述实验室设备运行数据集和正太分布阈值，得到设备状态指数；通过最小二乘法得到实验室设备运行数据集的设备性能趋势指数；结合设备状态指数和设备性能趋势指数，得到设备综合指数；通过分位数排名法得到收集的用户行为数据集的用户优先级指数；收集实验室课程数据并关联设备身份标识，得到设备课程映射表并结合设备综合指数和用户优先级指数，构建用户设备可行性矩阵对实验设备进行分配，实现对实验室的综合管理。
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Citation Information

Patent Citations

  • Equipment operation and maintenance management system and method based on IOT technology

    CN119067386A

  • Laboratory intelligent comprehensive management method and system

    CN119359265A