3 papers
eess.SY2026
End-to-End Learning-based Operation of Integrated Energy Systems for Buildings and Data Centers
Zhenyu Pu, Yu Yang, Liang Yu +1
Buildings and data centers (DCs) are energy-intensive sectors, playing a critical role to achieve the low-carbon and sustainable energy transition targets. To this end, integrated…
eess.SY2024
Model-Free Load Frequency Control of Nonlinear Power Systems Based on Deep Reinforcement Learning
Xiaodi Chen, Meng Zhang, Zhengguang Wu +2
Load frequency control (LFC) is widely employed in power systems to stabilize frequency fluctuation and guarantee power quality. However, most existing LFC methods rely on accurate…
cs.SE2023
DREAM: Debugging and Repairing AutoML Pipelines
Xiaoyu Zhang, Juan Zhai, Shiqing Ma +1
Deep Learning models have become an integrated component of modern software systems. In response to the challenge of model design, researchers proposed Automated Machine Learning (…