ARC Linkage: AI for electrification (AGL, AusNet, SpendWatt)

ARC Linkage LP230100439 ($150K, 2023) on AI for electrification, with AGL, AusNet, and SpendWatt as industry partners. Role: Investigator.

The project develops machine learning for household electrification: EV charging detection from smart-meter data, PV generation forecasting, and residential demand prediction. Outputs feed into distribution-network planning and retailer-side tariff and product design. Related papers include the memory-augmented transformer for EV charging detection (Applied Energy, 2025), residential load profiling under EV adoption (SEGN, 2026), and PV/demand forecasting work in Energy Reports (2023).