一种面向AMI主站的数据处理方法、装置、设备及介质
By introducing preprocessing and output constraints into the AMI master station, structured intermediate data is generated, which solves the problem of generating non-executable commands in the AMI master station by large language models, and improves the security and operational efficiency of the AMI master station.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- SHENZHEN STAR INSTR
- Filing Date
- 2026-04-09
- Publication Date
- 2026-07-17
AI Technical Summary
The meter commands generated by the large language model in the AMI master station lack structured constraints and have problems such as missing fields and type mismatches. This results in the generated content not matching the actual equipment, affecting the safe and stable operation and maintenance efficiency of the AMI master station.
By introducing preprocessing, knowledge base matching, and output constraints into the AMI master station, structured intermediate data is generated to ensure that the output of the large language model conforms to the underlying communication protocol, forming a closed-loop control, including intent input, evidence support, controlled generation, verification simulation, and gray-scale execution.
It significantly improves the security, controllability, and execution efficiency of the intelligent operation of the AMI master station, ensures the stable operation of the master station system, and avoids the risk of misoperation caused by protocol incompatibility.
Smart Images
Figure CN121979574B_ABST