Zhejiang Supcon Technology Co., Ltd. stated on the interactive platform that the company launched the first AI time-series large model TPT (Time-series Pretrained Transformer) for process industries in June this year. TPT, with its excellent model and algorithm capabilities, achieves online real-time optimization and closed-loop control in industrial sites, allowing for cross-device and cross-condition reuse, greatly enhancing modeling efficiency and providing customers with more intelligent solutions. Since its release, TPT has been applied in multiple industrial scenarios and has achieved significant results, such as realizing full-process parameter anomaly prediction and early warning in a chlorine-alkali plant of a certain chemical group, greatly improving labor efficiency and reducing the incidence of accidents.