Data center multi-mode thermal load safety regulation and control method and device
By combining a large language model with a multimodal fusion structure, the problems of multimodal data fusion and security boundary in data center thermal management are solved, realizing multi-objective dynamic optimization and security control of the data center, and improving response speed and equipment security.
Patent Information
- Application Number
- CN202610056792.7
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-01-16
- Publication Date
- 2026-05-26
AI Technical Summary
Existing data center thermal management solutions suffer from difficulties in integrating multimodal data, lack of security boundaries in black-box control, and challenges in cross-target collaborative optimization, resulting in fragmented control logic, delayed response, and security vulnerabilities.
By adopting a large language model and multimodal fusion structure, a unified multimodal thermal load safety control method is constructed through data preprocessing, semantic representation, trusted action cone generation, and security policy generation. Combined with equipment control limits and industry standards, multi-objective dynamic optimization is achieved.
It enables unified perception and security control of multimodal data, improves the response speed and policy flexibility of data centers in complex scenarios, ensures equipment security and business quality, and optimizes energy consumption and thermal management.