Problems of Traditional LLMs on handling Sensor signals (temporal, image, Lidar etc.)
To the best of my knowledge, there have been no LLM models specialized in handling sensor signals for PHM tasks.
For an accurate estimation, there is also need to comprehensively analyze multi-modal signals simultaneously.
Low interpretation & manual labor on engineering design task
Traditional data-driven models often function as black boxes, reducing trust and usability.
Alternative manual methods often rely on labor-intensive data analysis and interpretation.