15 citations · 15 across the 2 of their papers we have counts for
2 papers
eess.SY2026
VB-NET: A physics-constrained gray-box deep learning framework for modeling air conditioning systems as virtual batteries
Yuchen Qi, Ye Guo, Yinliang Xu
The increasing penetration of renewable energy necessitates unlocking demand-side flexibility. While air conditioning (AC) systems offer significant thermal inertia, existing physi…
cs.LG2023★ 15 cited
Monotonic Neural Ordinary Differential Equation: Time-series Forecasting for Cumulative Data
Zhichao Chen, Leilei Ding, Zhixuan Chu +3
Time-Series Forecasting based on Cumulative Data (TSFCD) is a crucial problem in decision-making across various industrial scenarios. However, existing time-series forecasting meth…