26317 Riding the Solar Curve - Smartville: Cooperative Research and Development Final Report, CRADA Number CRD-22-22480

Kandler Smith; Andrew Schiek

doi:10.2172/2326038

26317 Riding the Solar Curve - Smartville: Cooperative Research and Development Final Report, CRADA Number CRD-22-22480

Center for Energy Conversion and Storage Systems

Research output: NLR › Technical Report

Abstract

NREL will apply its battery machine learning pipeline on Smartville datasets to estimate 2nd-use battery state of health from operational data and show how Smartville data can transfer that knowledge to a certifiable product for solar plus storage markets.

Original language	American English
Number of pages	11
DOIs	https://doi.org/10.2172/2326038
State	Published - 2024

NLR Publication Number

NREL/TP-5700-89297

Keywords

battery second use
CRADA
data analysis
lithium-ion battery
machine learning
recycling
remaining-useful-life prediction
state-of-health estimation
V2G

Access to Document

10.2172/2326038

https://www.nrel.gov/docs/fy24osti/89297.pdf

Cite this

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title = "26317 Riding the Solar Curve - Smartville: Cooperative Research and Development Final Report, CRADA Number CRD-22-22480",

abstract = "NREL will apply its battery machine learning pipeline on Smartville datasets to estimate 2nd-use battery state of health from operational data and show how Smartville data can transfer that knowledge to a certifiable product for solar plus storage markets.",

keywords = "battery second use, CRADA, data analysis, lithium-ion battery, machine learning, recycling, remaining-useful-life prediction, state-of-health estimation, V2G",

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PY - 2024

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N2 - NREL will apply its battery machine learning pipeline on Smartville datasets to estimate 2nd-use battery state of health from operational data and show how Smartville data can transfer that knowledge to a certifiable product for solar plus storage markets.

AB - NREL will apply its battery machine learning pipeline on Smartville datasets to estimate 2nd-use battery state of health from operational data and show how Smartville data can transfer that knowledge to a certifiable product for solar plus storage markets.

KW - battery second use

KW - CRADA

KW - data analysis

KW - lithium-ion battery

KW - machine learning

KW - recycling

KW - remaining-useful-life prediction

KW - state-of-health estimation

KW - V2G

U2 - 10.2172/2326038

DO - 10.2172/2326038

M3 - Technical Report

ER -

26317 Riding the Solar Curve - Smartville: Cooperative Research and Development Final Report, CRADA Number CRD-22-22480

Abstract

NLR Publication Number

Keywords

Access to Document

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Cite this