We have made the following datasets and tools available to the public.
data and tools
Data on coal-fired electricity
Database on performance curves
Cost-carbon space visualization
Visualization Here.
Paper here.
Cite: Trancik JE, Cross-Call D, Energy Technologies Evaluated Against Climate Targets Using a Cost and Carbon Trade-off Curve, Environmental Science & Technology, 2013, Vol. 47, pp. 6673-6680.
Greenhouse gas equivalency metrics tool
Carboncounter.com
Data on lithium-ion batteries
Data here.
Paper here.
Cite the paper: Ziegler MS, Trancik JE. Re-Examining Rates of Lithium-Ion Battery Technology Improvement and Cost Decline, Energy Environ. Sci., 2021, Vol. 14, pp. 1635–1651.
Cite the data: Ziegler MS, Trancik JE., 2021, “Data series for lithium-ion battery technologies”, https://doi.org/10.7910/DVN/9FEJ7C, Trancik Lab Dataverse, V1, UNF:6:sVT2vBwWolbQL4BxsTSDUg== [fileUNF]
Data on U.S. Nuclear Reactors
Data on silicon solar photovoltaic modules
Data here.
Paper here.
Cite the paper: Kavlak, G.; McNerney, J.; Trancik, J. E. Evaluating the Causes of Cost Reduction in Photovoltaic Modules. Energy Policy 2018, 123, 700–710. https://doi.org/10.1016/j.enpol.2018.08.015.
Cite the data: Kavlak, Goksin; McNerney, James; Ziegler, Micah S.; Trancik, Jessika E., 2023, “Representative data series of price decline of silicon solar photovoltaic modules”, https://doi.org/10.7910/DVN/VWLCDJ, Harvard Dataverse, V1.