data and tools

We have made the following datasets and tools available to the public.

Data on lithium-ion batteries

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 U.S. Nuclear Reactors

Data here.
Paper here.

Cite the paper: Eash-Gates, P.; Klemun, M. M.; Kavlak, G.; McNerney, J.; Buongiorno, J.; Trancik, J. E. Sources of Cost Overrun in Nuclear Power Plant Construction Call for a New Approach to Engineering Design. Joule 2020, 4 (11), 2348–2373.

 

Data on silicon solar photovoltaic modules

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.