Forecasting & DSM

Engineering

Probabilistic ML study

Observed energy forecasts and physically valid lower bounds for an auditable review workflow.

Engineering

Active research workflow

One-month-ahead energy forecasts connected to bounded demand-side scenarios.

Engineering

PhD research direction

A longer-term direction connecting probabilistic analytics, flexibility and distribution-network decisions.