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. [1] Doyle, M., et. al., Modeling of galvanostatic charge and discharge of the Lithium/polymer/insertion cell, J. Electrochem. Soc., 1993 [2] Hadigol, M., et. al., On uncertainty quantification of lithium-ion batteries: Application to an LiC 6 /LiCoO 2 cell, J. Power Sources, 2015 [3] Lundgren, H., et. al., Thermal Management of Large-Format Prismatic Lithium-Ion Battery in PHEV Application, J. Electrochem. Soc, 2015 [4] Marelli, S., et. al., UQLab user manual Sensitivity analysis, Report UQLab-V0.9-106,Chair of RiskSafety & Uncertainty Quantification, ETH Zurich, 2015 = ,…, = { ,…, } ; = , = ,…, a) b) a) b) = , ∓ , [] = , ∓ . [] ↑∶ ↓, ↑ ↑∶ ↓ ↑∶ ↓ i M i iX Y 1 0 Y i i i SRC ˆ y A A A T T 1 ˆ a) b) a) b) Excerpt from the Proceedings of the 2017 COMSOL Conference in Rotterdam

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Page 1: 80 70 60 50 40 30 20 10 -10 -20 -30 -40 -50 -60 -70 -80 ...80 70 60 50 40 30 20 10 -10 -20 -30 -40 -50 -60 -70 -80 -90 -100 Cell Current Cell Power Cell Voltage 0.2 0.4 0.6 Normalized

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[1] Doyle, M., et. al., Modeling of galvanostatic charge and discharge of the Lithium/polymer/insertion cell, J. Electrochem. Soc., 1993

[2] Hadigol, M., et. al., On uncertainty quantification of lithium-ion batteries: Application to an LiC 6 /LiCoO 2 cell, J. Power Sources, 2015

[3] Lundgren, H., et. al., Thermal Management of Large-Format Prismatic Lithium-Ion Battery in PHEV Application, J. Electrochem. Soc, 2015

[4] Marelli, S., et. al., UQLab user manual – Sensitivity analysis, Report UQLab-V0.9-106,Chair of Risk‚ Safety & Uncertainty Quantification, ETH Zurich, 2015

𝒀 = 𝒀𝟏, … , 𝒀𝟑𝑿 = {𝑿𝟏, … , 𝑿𝟒}

𝑺𝑹𝑪 ; 𝜷 𝑴 = 𝟒, 𝑨 = 𝑿𝟏, … , 𝑿𝟒

𝜷 𝒚 ∈ 𝒀𝝈𝒊 𝑿𝒊 𝝈𝒀

𝒀a) b)

a) b)

𝑳𝒑𝒐𝒔 = 𝟒𝟐, 𝟏𝟎 ∓ 𝟎, 𝟗𝟓 [𝝁𝒎]

𝑳𝒏𝒆𝒈 = 𝟓𝟗, 𝟒𝟕 ∓ 𝟏. 𝟎𝟓 [𝝁𝒎]

𝒓𝒑𝒏𝒆𝒈 𝒓𝒑𝒑𝒐𝒔𝑳𝒏𝒆𝒈 𝑳𝒑𝒐𝒔

• 𝑟𝑝𝑛𝑒𝑔 ↑∶ 𝐸 ↓, 𝐻 ↑

• 𝐿𝑛𝑒𝑔 ↑∶ 𝑇 ↓

• 𝐿𝑝𝑜𝑠 ↑∶ 𝐻 ↓

i

M

i

iXY

1

0

Y

iiiSRC

yAAA TT 1ˆ

𝒕𝟏

𝒕𝟐

a) b)

𝒕𝟏 𝒕𝟐

a) b)

Excerpt from the Proceedings of the 2017 COMSOL Conference in Rotterdam