RAD Pipeline

MassEnergize Renewable Actions Dataset Pipeline

• Free software: MIT license
• Documentation: https://rad-pipeline.readthedocs.io.

Raw Data Sources

Electric Vehicles

• Source: Center for Sustainable Energy (2020). Massachusetts Department of Energy Resources Massachusetts Offers Rebates for Electric Vehicles, Rebate Statistics.
• Retrieved 09/08/2020 from: https://mor-ev.org/program-statistics
• Data last updated 08/21/2020. Data date range includes 06/19/2014 - 08/15/2020.
• Sectors: Residential.

Residential Air-source Heat Pumps (ASHP)

• Source: Massachusetts Clean Energy Center (2020). Air Source Heat Pump Program - Residential Projects.
• Retrieved 09/08/2020 from: http://files-cdn.masscec.com/ResidentialASHPProjectDatabase%2011.4.2019.xlsx
• Data last updated 11/04/2019. Data date range includes 12/26/2014 - 10/23/2019.
• Sectors: Residential.
• Observations: Raw data provider does not validate zip code or town name. It is "as provided" and includes typos.

Ground-source Heat Pumps (GSHP)

• Source: Massachusetts Clean Energy Center (2020). Ground Source Heat Pump Program - Residential & Small-Scale Projects Database.
• Retrieved 09/08/2020 from: http://files-cdn.masscec.com/get-clean-energy/govt-np/clean-heating-cooling/ResidentialandSmallScaleGSHPProjectDatabase.xlsx
• Data last updated June 2020. Data date range includes 01/02/2015 - 06/09/2020.
• Sectors: Residential, Small Commercial.
• Observation: This datasource does NOT have zipcode of installation, only "City/Town"

Production Tracking System for Solar Photovoltaic Report (PV in PTS)

• Source: Massachusetts Clean Energy Center
• According to a September 2017 Department of Public Utilities Report, “On a monthly basis, DOER and MassCEC compile data from the production tracking system to produce the MA PV Report, which is a publicly available document. The MA PV Report is available electronically at http://files.masscec.com/uploads/attachments/PVinPTSwebsite.xlsx.” However, the file at that URL does not seem to have been updated since November 2019. We analyze it here, but need to search for a source of ongoing updated data.
• Sectors: Residential, Commercial, Institutional

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TODO

Credits

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.