Spectrometer security self-regulation system and method based on cloud-edge layered collaboration

By utilizing a cloud-edge layered collaborative spectrometer safety self-regulation system, and employing an edge real-time control module and a safety sandbox interceptor, the high latency and AI illusion problems of microscopic confocal Raman spectrometers have been solved, achieving millisecond-level response and safety protection, and improving the automation level of analytical equipment.

CN122130668BActive Publication Date: 2026-07-24BETOP INSTR & EQUIP CO LTD
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Patent Information

Application Number
CN202610598052.6
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2026-04-30
Publication Date
2026-07-24
Estimated Expiration
2046-04-30

AI Technical Summary

Technical Problem

Existing technologies, when applying large language models to microconfocal Raman spectrometers, present a contradiction between high latency and real-time physical control, and also pose hardware security risks due to AI illusions, failing to meet the requirements for precise real-time physical control and protect precious samples.

Method used

The spectrometer security self-regulation system adopts a cloud-edge layered collaborative approach, which uses a real-time edge control module to perform millisecond-level high-frequency pulse closed-loop control, combined with a security sandbox interceptor to verify parameters in real time, ensuring ultra-fast response and security protection on the communication link.

Benefits of technology

It achieves extremely fast response and safety protection in spectrometer control, significantly improves the automation level of precision analysis equipment, avoids system oscillation and hardware damage, and extends the service life of the instrument.

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Abstract

The application belongs to the technical field of spectrometer control, and discloses a spectrometer safe self-regulation and control system and method based on cloud edge layered cooperation, which comprises: an edge real-time control module configured as a microscopic execution layer, in communication connection with a hardware drive interface of a spectrometer, used for receiving a macroscopic strategy package containing a working interval sent by a large model agent, and performing high-frequency pulse closed-loop control on the spectrometer in the working interval; a large model agent in asynchronous communication connection with the edge real-time control module, configured as a macroscopic decision layer, used for receiving an experimental target and generating a macroscopic strategy package; and a security sandbox interceptor, which is connected in series on a communication link between the large model agent and the edge real-time control module, used for performing out-of-bound checking on the macroscopic strategy package based on a security threshold, and intercepting the macroscopic strategy package when the checking fails, wherein the security threshold comprises a sample security threshold and a physical security boundary. The spectrometer control can realize extremely fast response and safety protection.
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