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.DC2026
Para-B&B: Load-Balanced Deterministic Parallelization of Solving MIP
Jinyu Zhang, Di Huang, Yue Liu +3
Mixed-integer programming (MIP) extends linear programming by incorporating both continuous and integer decision variables, making it widely used in production planning, logistics…
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…