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demand-response

topic1 events
papersSEP 12 04:00 UTC

LoaDiff: Conditional Generation of Electricity Consumption Time Series

A new arXiv preprint introduces LoaDiff, a method for conditionally generating residential electricity consumption time series. The work is motivated by the energy transition, where distributed generation, electrified appliances and demand-response programs are shifting how households use power. The authors argue that granular synthetic consumption data can support energy analytics; the abstract is truncated in this report.

time-series/energy/generative-models/arxiv