1results about How to "Effective data collection" patented technology

The multi-parameter integrated acquisition terminal provided in this application dynamically configures and adaptively adjusts the data acquisition tasks for the monitored object through the signal conditioning and acquisition module in collaboration with the local intelligent processing module, thereby improving the intelligence level of data acquisition by the terminal deployed at the local edge. Furthermore, based on the characteristics of the monitored device, it constructs fused features by calculating the correlation between primary features in the synchronous real-time data stream after task adjustment, rather than simply fusing individual primary features directly. This allows the fused feature vector and summary uploaded by the local intelligent processing module to be directly used by maintenance personnel, reducing the data analysis pressure on the backend monitoring system and further improving the intelligence level of data acquisition by edge devices.