 It is used primarily to estimate the benefits and impacts of smart grid technology.Funding for the research and development of GridLAB-D has come from multiple sources, including the United States Department of Energy (US DOE) and the California Energy Commission (CEC).GridLAB-D was developed with funding from the US DOE Office of Electricity (OE) at Pacific Northwest National Laboratory (PNNL), in collaboration with industry and academia.