2 papers
cs.LG2023
SaDI: A Self-adaptive Decomposed Interpretable Framework for Electric Load Forecasting under Extreme Events
Hengbo Liu, Ziqing Ma, Linxiao Yang +5
Accurate prediction of electric load is crucial in power grid planning and management. In this paper, we solve the electric load forecasting problem under extreme events such as sc…
cs.LG2020
Hybrid Attention Networks for Flow and Pressure Forecasting in Water Distribution Systems
Ziqing Ma, Shuming Liu, Guancheng Guo +1
Multivariate geo-sensory time series prediction is challenging because of the complex spatial and temporal correlation. In urban water distribution systems (WDS), numerous spatial-…