2 papers
cs.LG2025
Learning for Interval Prediction of Electricity Demand: A Cluster-based Bootstrapping Approach
Rohit Dube, Natarajan Gautam, Amarnath Banerjee +1
Accurate predictions of electricity demands are necessary for managing operations in a small aggregation load setting like a Microgrid. Due to low aggregation, the electricity dema…
stat.AP2025
Hierarchical Semi-Markov Models with Duration-Aware Dynamics for Activity Sequences
Rohit Dube, Natarajan Gautam, Amarnath Banerjee +1
Residential electricity demand at granular scales is driven by what people do and for how long. Accurately forecasting this demand for applications like microgrid management and de…