An automated and adaptive test sequence generation system for EMI testing
By integrating domain knowledge and using online reinforcement learning to combine the spectrum data and test process data of the EMI test system, an adaptive test sequence is generated, which solves the problems of rigid test paths and insufficient completeness in existing technologies, and achieves efficient and complete EMI testing.
CN122131038APending Publication Date: 2026-06-02ZHEJIANG NOYETEC TECH CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- ZHEJIANG NOYETEC TECH CO LTD
- Filing Date
- 2026-01-30
- Publication Date
- 2026-06-02
AI Technical Summary
Technical Problem
Existing EMI testing systems suffer from rigid testing paths when faced with complex and ever-changing interference scenarios, resulting in low efficiency or insufficient test completeness, and lack the ability to make autonomous decisions and continuously evolve.
Method used
By fusing domain knowledge with real-time acquired spectrum data and test process data, a domain-specific state representation is generated. Combined with a rule engine and an online reinforcement learning model, test sequences are dynamically planned and optimized to generate adaptive test sequences.
Benefits of technology
It has achieved an efficient, complete and standard-compliant EMI testing process, enhancing the system's autonomous decision-making and continuous evolution capabilities.
✦ Generated by Eureka AI based on patent content.
Smart Images
Figure CN122131038A_ABST
Abstract
This application discloses an automated and adaptive test sequence generation system for EMI testing, belonging to the field of automation technology. By fusing domain knowledge with real-time spectrum data and test progress data, it generates a domain-specific state representation including interference type identifiers and compliance status parameters. Combined with a rule engine and an online reinforcement learning model, it achieves automated and adaptive generation of EMI test sequences. This method effectively solves the problems of low efficiency and insufficient completeness of traditional fixed test sequences in complex interference scenarios. It can understand the test status in real time, dynamically plan and optimize the test path, thereby ensuring that the testing process is compliant with standards, efficient, and comprehensive.
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