In addition to the Data Driven Modeling (DDM) Subcommittee of ASHRAE Technical Committee 4.7: Energy Calculations, the following organizations have generously contributed to data collection, travel and resources to host this competition:

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F1095143%2Fe8553bba5b0b8a7b6c43766f3ac87c0b%2FSinBerBEST_50.png?generation=1571163062183548&alt=media)

[Singapore Berkeley Building Efficiency and Sustainability in the Tropics](http://sinberbest.berkeley.edu/)


![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F1095143%2F25ad30b0cdc6c4960e87d3c5ae2f5304%2Fbuds%20lab.png?generation=1571162806597970&alt=media)

[BUDS Lab](https://www.budslab.org/)


![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F1095143%2Fb60959d61ade84ba556df7042634b3de%2FTEES.png?generation=1571163269392162&alt=media)

[Engineering Experiment Station Texas A&M University](https://tees.tamu.edu)