An edge-computing-based industrial data real-time processing system and method
Patent Information
- Application Number
- CN202610873253.2
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-06-17
- Publication Date
- 2026-07-17
AI Technical Summary
Existing industrial data processing methods, with limited computing power at the edge, struggle to balance low-latency response with fine-grained optimization under abnormal disturbances, resulting in control link jitter and delayed analysis results, failing to meet the needs of real-time energy efficiency optimization and condition assessment for industrial equipment.
An industrial data real-time processing system based on edge computing is deployed on an edge gateway. It includes a first processing core, a second processing core, and shared memory. Through a manifold computing power routing module and a deep analysis module, it realizes hierarchical routing for high-frequency real-time control and low-frequency complex analysis. It uses entropy increase exponent and eigenvalue decomposition techniques to generate state optimization parameters and update the control baseline.
Under the condition of limited edge computing power, low-latency control and energy efficiency optimization are coordinated, avoiding control delay and analysis lag, improving the stability and response determinism of equipment operation, and supporting long-term state assessment.
Smart Images
Figure CN122412925A_ABST