AI is profoundly reshaping the technological paradigm of the energy sector. In cutting-edge research, the focus of AI4EE (AI for Energy Engineering) lies in digital twins of energy systems, wind and solar power forecasting, smart grid dispatching, predictive maintenance of equipment faults, and energy large models, among other directions. However, the development of this field still faces a series of core challenges. This workshop aims to gather the latest scientific research achievements in this interdisciplinary field and provide a high-quality communication platform for academia and industry. Outstanding papers of this conference will be recommended to the Special Issue of the Engineering journal.