25–29 May 2026
La Biodola - Isola d'Elba (Italy)
Europe/Rome timezone
Reminder: Posters are requested to be uploaded by Thursday, 21 May.

Realization of Large Model-Driven Tango Control and Data Interaction Analysis Tool

27 May 2026, 11:05
1h
Elena Room (Hotel Hermitage)

Elena Room

Hotel Hermitage

Poster presentation Real Time Diagnostics, Digital Twin, Control, Monitoring, Safety and Security Real Time Diagnostics, Digital Twin, Control, Monitoring, Safety and Security - PS

Speaker

Xiaochuan Xie (IHEP)

Description

A highly flexible experimental system, integrating custom control/data acquisition hardware and supporting software, is developed to address the dynamic and diverse demands of experimental tasks. Built on Tango control architecture with multi-protocol support (serial, TCP/IP, MQTT), it enables unified management of various devices and rapid construction, debugging, and deployment of experimental setups. The system incorporates an innovative LLM-driven interactive tool that automates code generation/execution, analyzes debugging information and experimental data as per user instructions, and realizes intelligent fault diagnosis and closed-loop repair. Successfully applied in marine observation and preliminary Hunt experiments, it has proven efficient in debugging self-developed sensor modules, real-time data acquisition, and seamless multi-device integration. This practical application fully validates the system’s high efficiency, reliability, and strong adaptability in complex engineering scenarios.

Minioral Yes
IEEE Member Yes
Are you a student? No

Authors

Minhao Gu (IHEP) Xiaochuan Xie (IHEP) 黎晃 lihuang Mr Hangchang Zhang (Institution of High Energy Physics, Chinese Academy of Sciences) Ming Xuan Zhang

Presentation materials

There are no materials yet.