Response capability grading evaluation method, device and equipment based on cluster analysis
By performing secondary cluster analysis on the electricity consumption and response information of electricity terminals, the problem of accuracy in assessing the demand response capability of electricity terminals was solved, achieving higher assessment reliability and comprehensiveness.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- HENAN TENGLONG INFORMATION ENG
- Filing Date
- 2024-12-11
- Publication Date
- 2026-06-12
AI Technical Summary
In existing technologies, the accuracy of assessing the demand response capability of electricity terminals is poor due to differences in different field categories and personalized factors of electricity terminals.
A clustering-based approach is used to perform secondary clustering on the power consumption and response information of power terminals. The power consumption and response information of power terminals are processed by the first and second clustering algorithms respectively to determine their response capability levels under different dimensions. Combined with a fuzzy evaluation method, the target response capability level of the power terminals is comprehensively evaluated.
It improves the accuracy of demand response capability assessment for electricity end users, and enhances the reliability and comprehensiveness of the assessment through multi-dimensional cluster analysis and fuzzy evaluation.
Smart Images
Figure CN122198378A_ABST