datasets

OpenCEM

The Open In-Context Energy Management Platform (OpenCEM) aims to promote and enable in-context learning for prediction and decision models in renewable energy management through an open data set, simulator and public API. The data set will be based on a local, on-campus PV installation and encourage user-generated context data. The installation is complete in Summer 2025 with first data/simulator publications planned for Fall 2025.

ACN-Data (Static)

About the Dataset

ACN-Data exists to help researchers access real data around electric vehicle charging. The dataset is made possible by a close collaboration with PowerFlex Systems which operates Adaptive Charging Networks around the United States. Each entry in the dataset contains information about a single charging session. For more details on the data collected see the Fields and Sites tabs above.

The reason for the static version of ACN-Data is to provide well-established benchmarks, baselines, and datasets with sanity checks to help researchers validate their models and methods.

A preliminary version of ACN-Data (Static) can be found in this Github repo.