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…
cs.LG2026
Representation Learning Enhanced Deep Reinforcement Learning for Optimal Operation of Hydrogen-based Multi-Energy Systems
Zhenyu Pu, Yu Yang, Lun Yang +3
Hydrogen-based multi-energy systems (HMES) have emerged as a promising low-carbon and energy-efficient solution, as it can enable the coordinated operation of electricity, heating…
eess.SY2025
An Equivalent and Unified Virtual Battery Modeling Framework for Flexibility Characterization of Building HVAC Systems
Qi Zhu, Yu Yang, Liang Yu +3
The heating, ventilation and air-conditioning (HVAC) system dominates building's energy consumption and meanwhile exhibits substantial operational flexibility that can be exploited…