25–29 May 2026
La Biodola - Isola d'Elba (Italy)
Europe/Rome timezone
NB: The submission deadline for the Student Paper Awards is Monday, 11 May.

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

27 May 2026, 10:40
2m
Maria Luisa Room (Hotel Hermitage)

Maria Luisa Room

Hotel Hermitage

Mini Oral Real Time Diagnostics, Digital Twin, Control, Monitoring, Safety and Security Mini Orals

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

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