A high-energy laser thermal-induced optical axis prediction and compensation method and system
By acquiring multi-source time-series state data in a high-energy laser system and utilizing advanced data fusion and prediction models, collaborative compensation for optical axis drift and wavefront distortion was achieved. This solved the problems of insufficient state characterization and inadequate control integration in existing technologies, and improved the system's stability and compensation efficiency.
Patent Information
- Application Number
- CN202611542931.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-10-08
- Publication Date
- 2026-11-06
AI Technical Summary
Existing high-energy laser optical axis compensation schemes fail to fully integrate multi-source temporal state data, resulting in insufficient state characterization and inadequate connection between prediction and feedback control in thermally induced optical axis drift compensation, making it difficult to achieve stable output of high-energy laser systems.
By collecting temperature status, laser operating status, and historical control status from multiple locations, and using a long short-term memory network and a Transformer coding layer to fuse the data, the system predicts future wavefront error and optical axis drift, and generates feedforward and feedback compensation values to control the fast deflection mirror and deformable mirror respectively, thereby achieving coordinated compensation.
It improves the completeness of characterization of the continuous operating thermal state and optical axis changes of high-energy laser systems, reduces compensation lag, enhances the synergy between low-order optical axis shift and high-order wavefront distortion, and reduces the cumulative impact of prediction errors.
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