Client is interested in improving their Wind Generation Forecasting, this project was to assist the client in evaluation of their current capabilities and working with them to improve their forecasting accuracy.
The key steps and deliverables for the client and DLZP Group.
Some Interesting data sets that we may be able to access to help with the forecasting.
NEXTRAD https://registry.opendata.aws/noaa-nexrad/
NREL Wind Integration Data https://registry.opendata.aws/nrel-pds-wtk/#usageexamples
NREL Data Sets https://www.nrel.gov/research/data-tools-alpha.html
Partner Opportunities with NREL https://www.labpartnering.org/lab-technologies/048ea3ef-cd28-4767-a91e-abd401cfe981 https://www.labpartnering.org/lab-technologies/345b5ef4-36ff-48f6-ad8c-8117e7a06ae9
Community Earth System Model Large Ensemble (CESM LENS) https://registry.opendata.aws/ncar-cesm-lens/
NOAA Global Historical Climatology Network Daily (GHCN-D) https://registry.opendata.aws/noaa-ghcn/
ECMWF ERA5 Reanalysis https://registry.opendata.aws/ecmwf-era5/
Hourly Load Demand Response US DOE https://catalog.data.gov/dataset/demand-response
General Information on Energy Supply - US DOE https://catalog.data.gov/organization/735d0118-b2a7-4246-a0e3-608b0fa8d1ec?vocab_category_all=Energy+Supply
General Information on Energy Demand - US DOE https://catalog.data.gov/organization/735d0118-b2a7-4246-a0e3-608b0fa8d1ec?vocab_category_all=Energy+Supply&vocab_category_all=Energy+Demand
NOAA Datasets https://www.ncdc.noaa.gov/data-access/model-data/model-datasets
Data on Electricity Generation https://www.eia.gov/beta/electricity/data/browser/#/topic/1?agg=2,0,1&fuel=vtvv&geo=g&sec=g&freq=M&start=200101&end=201710&ctype=linechart<ype=pin&maptype=0&rse=0&pin=