Description
Forecasting tomorrow's electricity use means a model per building, and new buildings have no history. BuildingsBench is a platform for pretraining on large-scale synthetic building energy data and benchmarking short-term load forecasting.
It includes Buildings-900K, representative of the US building stock, plus real-building benchmarks, published at NeurIPS.
Pretraining:900K synthetic buildings.
Zero-shot:New buildings.
Benchmarks:Real data.
It includes Buildings-900K, representative of the US building stock, plus real-building benchmarks, published at NeurIPS.
Features
Pretraining:900K synthetic buildings.
Zero-shot:New buildings.
Benchmarks:Real data.
Screenshots
Tags:time-series