「EP53 · Competition Achievement」—— TRANS Group Project Receives an Award in SCUT Campus Round of China International College Students’Innovation Competition 2026

The TRANS Group at South China University of Technology has received an Honorable Mention in the campus round of the China International College Students’ Innovation Competition (2026). The project, titled “Carbon‑Wisdom Habitat: Integrated Traffic‑Energy Smart Park Management Platform,” is supervised…

【EP51 · Research Highlights】—Proactive Energy Management for Embodied Intelligence: Physics-Constrained Multi-Task Learning for Energy Consumption Prediction and Safe Operation of Embodied Intelligent Mobile Robots

In October 2026, the TRANS Research Group developed a study on task-level energy assessment and predictive risk evaluation for embodied mobile robots under dynamic operating conditions. This work proposes a physics-constrained multi-task learning framework that integrates task-available energy (TAE), future…

【EP47 · Research Highlights】—Advanced Energy Materials Publishes Article on Integrating Artificial Intelligence to Build an Active Protection System for Next-Generation Battery Safety

In May 2026, the TRANS group published its latest work, entitled “Battery Safety: Mechanisms, Monitoring, and Machine Intelligence,” in Advanced Energy Materials, a JCR Q1 journal in the energy field (Impact Factor: 26). This study addresses key challenges in battery safety…

「EP46 · Platform Development」—— Guangzhou New Energy and Intelligent Vehicle Development Promotion Association and the School of Future Technology, South China University of Technology, Jointly Establish the Intelligent Vehicle Big Data Joint Innovation Center

In May 2026, the Guangzhou New Energy and Intelligent Vehicle Development Promotion Association and the School of Future Technology, South China University of Technology (SCUT), jointly established the Intelligent Vehicle Big Data Joint Innovation Center. The center is dedicated to…