2 papers
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…
cs.LG2023
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…