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Domain degradation parameters #4463

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0e70d3e
Started modifying porosity change submodel to work with phases
DrSOKane Aug 27, 2024
b8dd013
Porosity now works on composite electrode
DrSOKane Aug 27, 2024
e8fc8f4
Now works for non-composite electrode as well!
DrSOKane Aug 27, 2024
b2825de
Merge branch 'develop' of https://github.com/pybamm-team/PyBaMM into …
DrSOKane Sep 5, 2024
b76a2ca
style: pre-commit fixes
pre-commit-ci[bot] Sep 5, 2024
6b87041
changelog
DrSOKane Sep 5, 2024
cd4aa54
Merge branch 'composite-porosity' of https://github.com/DrSOKane/PyBa…
DrSOKane Sep 5, 2024
4758ab8
style fix
DrSOKane Sep 5, 2024
adcb652
Updated tests
DrSOKane Sep 5, 2024
1985fb1
Changed how pref is handled
DrSOKane Sep 7, 2024
9352297
Merge branch 'develop' of https://github.com/pybamm-team/PyBaMM into …
DrSOKane Sep 7, 2024
709d634
Added comments to the new if statements
DrSOKane Sep 7, 2024
96d960d
Merge branch 'develop' of https://github.com/pybamm-team/PyBaMM into …
DrSOKane Sep 9, 2024
f0a5a79
Why did I not think of this before?!
DrSOKane Sep 9, 2024
afb6f11
All SEI and plating parameters now have domains
DrSOKane Sep 10, 2024
2f898c3
Merge branch 'develop' of https://github.com/pybamm-team/PyBaMM into …
DrSOKane Sep 10, 2024
d1ed350
Updated half-cell example notebook to showcase new capability
DrSOKane Sep 10, 2024
a61797a
Added Chen2020_composite_halfcell parameter set
DrSOKane Sep 24, 2024
2af22e6
Fixed merge conflict in changelog
DrSOKane Sep 24, 2024
c987339
style: pre-commit fixes
pre-commit-ci[bot] Sep 24, 2024
7e0d342
changelog
DrSOKane Sep 24, 2024
571a0a0
Merge branch 'domain-degradation-parameters' of https://github.com/Dr…
DrSOKane Sep 24, 2024
a5303f3
Fixed tests and parameter names
DrSOKane Sep 24, 2024
bb75cb1
Updated example notebooks with new parameter names
DrSOKane Sep 24, 2024
3cda3fe
style: pre-commit fixes
pre-commit-ci[bot] Sep 24, 2024
2127d73
Fixed integration tests
DrSOKane Sep 24, 2024
8d92999
Merge branch 'domain-degradation-parameters' of https://github.com/Dr…
DrSOKane Sep 24, 2024
01ed5ed
All half-cell tests with SEI now use Ecker2015_halfcell parameters
DrSOKane Sep 24, 2024
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4 changes: 3 additions & 1 deletion CHANGELOG.md
Original file line number Diff line number Diff line change
Expand Up @@ -2,8 +2,9 @@

## Features

- Added sensitivity calculation support for `pybamm.Simulation` and `pybamm.Experiment` ([#4415](https://github.com/pybamm-team/PyBaMM/pull/4415))
- Added OpenMP parallelization to IDAKLU solver for lists of input parameters ([#4449](https://github.com/pybamm-team/PyBaMM/pull/4449))
- Porosity change now works for composite electrode ([#4417](https://github.com/pybamm-team/PyBaMM/pull/4417))
- Added sensitivity calculation support for `pybamm.Simulation` and `pybamm.Experiment` ([#4415](https://github.com/pybamm-team/PyBaMM/pull/4415))
- Added phase-dependent particle options to LAM #4369
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PR #4417 is still open this probably should not be in the log. Not sure if those changes are also in here, but we should probably either separate these PRs or close the other PR.

- Added a lithium ion equivalent circuit model with split open circuit voltages for each electrode (`SplitOCVR`). ([#4330](https://github.com/pybamm-team/PyBaMM/pull/4330))

Expand All @@ -18,6 +19,7 @@

## Breaking changes

- The names of most SEI and plating parameters have been changed so that they have domains ([#4463](https://github.com/pybamm-team/PyBaMM/pull/4463))
- The parameters "... electrode OCP entropic change [V.K-1]" and "... electrode volume change" are now expected to be functions of stoichiometry only instead of functions of both stoichiometry and maximum concentration ([#4427](https://github.com/pybamm-team/PyBaMM/pull/4427))
- Renamed `set_events` function to `add_events_from` to better reflect its purpose. ([#4421](https://github.com/pybamm-team/PyBaMM/pull/4421))

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14 changes: 7 additions & 7 deletions docs/source/examples/notebooks/batch_study.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -501,15 +501,15 @@
" \"Mohtat2020_3\": pybamm.ParameterValues(\"Mohtat2020\"),\n",
"}\n",
"\n",
"# different values for the parameter \"Inner SEI open-circuit potential [V]\"\n",
"# different values for the parameter \"Negative inner SEI open-circuit potential [V]\"\n",
"inner_sei_oc_v_values = [2.0e-4, 2.7e-4, 3.4e-4]\n",
"\n",
"# updating the value of \"Inner SEI open-circuit potential [V]\" in all the dictionary items\n",
"# updating the value of \"Negative inner SEI open-circuit potential [V]\" in all the dictionary items\n",
"for _, v, inner_sei_oc_v in zip(\n",
" parameter_values.keys(), parameter_values.values(), inner_sei_oc_v_values\n",
"):\n",
" v.update(\n",
" {\"Inner SEI open-circuit potential [V]\": inner_sei_oc_v},\n",
" {\"Negative inner SEI open-circuit potential [V]\": inner_sei_oc_v},\n",
" )\n",
"\n",
"# creating a Single Particle Model with \"electron-mitigation limited\" SEI\n",
Expand All @@ -527,7 +527,7 @@
"batch_study.solve(initial_soc=1)\n",
"\n",
"labels = [\n",
" f\"Inner SEI open-circuit potential [V]: {inner_sei_oc_v}\"\n",
" f\"Negative inner SEI open-circuit potential [V]: {inner_sei_oc_v}\"\n",
" for inner_sei_oc_v in inner_sei_oc_v_values\n",
"]\n",
"batch_study.plot(labels=labels)"
Expand Down Expand Up @@ -627,7 +627,7 @@
],
"metadata": {
"kernelspec": {
"display_name": "Python 3.8.12 ('conda_jl')",
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
Expand All @@ -641,7 +641,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.4"
"version": "3.10.12"
},
"toc": {
"base_numbering": 1,
Expand All @@ -663,5 +663,5 @@
}
},
"nbformat": 4,
"nbformat_minor": 2
"nbformat_minor": 4
}
163 changes: 117 additions & 46 deletions docs/source/examples/notebooks/models/half-cell.ipynb

Large diffs are not rendered by default.

8 changes: 4 additions & 4 deletions docs/source/examples/notebooks/models/lithium-plating.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -46,9 +46,9 @@
"parameter_values = pybamm.ParameterValues(\"OKane2022\")\n",
"parameter_values.update({\"Ambient temperature [K]\": 268.15})\n",
"parameter_values.update({\"Upper voltage cut-off [V]\": 4.21})\n",
"# parameter_values.update({\"Lithium plating kinetic rate constant [m.s-1]\": 1E-9})\n",
"parameter_values.update({\"Lithium plating transfer coefficient\": 0.5})\n",
"parameter_values.update({\"Dead lithium decay constant [s-1]\": 1e-4})"
"# parameter_values.update({\"Negative lithium plating kinetic rate constant [m.s-1]\": 1E-9})\n",
"parameter_values.update({\"Negative lithium plating transfer coefficient\": 0.5})\n",
"parameter_values.update({\"Negative dead lithium decay constant [s-1]\": 1e-4})"
]
},
{
Expand Down Expand Up @@ -366,7 +366,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.5"
"version": "3.10.12"
},
"toc": {
"base_numbering": 1,
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Original file line number Diff line number Diff line change
Expand Up @@ -632,7 +632,7 @@
"# Changing secondary SEI solvent diffusivity to show different degradation between phases\n",
"parameter_values.update(\n",
" {\n",
" \"Secondary: Outer SEI solvent diffusivity [m2.s-1]\": 2.5000000000000002e-24,\n",
" \"Secondary: Negative outer SEI solvent diffusivity [m2.s-1]\": 2.5000000000000002e-24,\n",
" }\n",
")\n",
"\n",
Expand Down Expand Up @@ -722,7 +722,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.11.9"
"version": "3.10.12"
},
"toc": {
"base_numbering": 1,
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Original file line number Diff line number Diff line change
Expand Up @@ -57,7 +57,7 @@
"source": [
"model = pybamm.lithium_ion.SPM({\"SEI\": \"ec reaction limited\"})\n",
"parameter_values = pybamm.ParameterValues(\"Mohtat2020\")\n",
"parameter_values.update({\"SEI kinetic rate constant [m.s-1]\": 1e-14})"
"parameter_values.update({\"Negative SEI kinetic rate constant [m.s-1]\": 1e-14})"
]
},
{
Expand Down Expand Up @@ -450,7 +450,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
"version": "3.10.12"
}
},
"nbformat": 4,
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Original file line number Diff line number Diff line change
Expand Up @@ -64,7 +64,7 @@
"outputs": [],
"source": [
"parameter_values = pybamm.ParameterValues(\"Mohtat2020\")\n",
"parameter_values.update({\"SEI kinetic rate constant [m.s-1]\": 1e-14})\n",
"parameter_values.update({\"Negative SEI kinetic rate constant [m.s-1]\": 1e-14})\n",
"spm = pybamm.lithium_ion.SPM({\"SEI\": \"ec reaction limited\"})"
]
},
Expand Down Expand Up @@ -1950,7 +1950,7 @@
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.10"
"version": "3.10.12"
},
"toc": {
"base_numbering": 1,
Expand Down
44 changes: 22 additions & 22 deletions src/pybamm/input/parameters/lithium_ion/Ai2020.py
Original file line number Diff line number Diff line change
Expand Up @@ -533,28 +533,28 @@ def get_parameter_values():
return {
"chemistry": "lithium_ion",
# sei
"Ratio of lithium moles to SEI moles": 2.0,
"Inner SEI reaction proportion": 0.5,
"Inner SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Outer SEI partial molar volume [m3.mol-1]": 9.585e-05,
"SEI reaction exchange current density [A.m-2]": 1.5e-07,
"SEI resistivity [Ohm.m]": 200000.0,
"Outer SEI solvent diffusivity [m2.s-1]": 2.5000000000000002e-22,
"Bulk solvent concentration [mol.m-3]": 2636.0,
"Inner SEI open-circuit potential [V]": 0.1,
"Outer SEI open-circuit potential [V]": 0.8,
"Inner SEI electron conductivity [S.m-1]": 8.95e-14,
"Inner SEI lithium interstitial diffusivity [m2.s-1]": 1e-20,
"Lithium interstitial reference concentration [mol.m-3]": 15.0,
"Initial inner SEI thickness [m]": 2.5e-09,
"Initial outer SEI thickness [m]": 2.5e-09,
"Initial inner SEI on cracks thickness [m]": 2.5e-13, # avoid division by zero
"Initial outer SEI on cracks thickness [m]": 2.5e-13, # avoid division by zero
"EC initial concentration in electrolyte [mol.m-3]": 4541.0,
"EC diffusivity [m2.s-1]": 2e-18,
"SEI kinetic rate constant [m.s-1]": 1e-12,
"SEI open-circuit potential [V]": 0.4,
"SEI growth activation energy [J.mol-1]": 0.0,
"Ratio of lithium moles to negative SEI moles": 2.0,
"Negative inner SEI reaction proportion": 0.5,
"Negative inner SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Negative outer SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Negative SEI reaction exchange current density [A.m-2]": 1.5e-07,
"Negative SEI resistivity [Ohm.m]": 200000.0,
"Negative outer SEI solvent diffusivity [m2.s-1]": 2.5000000000000002e-22,
"Bulk solvent concentration for negative SEI [mol.m-3]": 2636.0,
"Negative inner SEI open-circuit potential [V]": 0.1,
"Negative outer SEI open-circuit potential [V]": 0.8,
"Negative inner SEI electron conductivity [S.m-1]": 8.95e-14,
"Negative inner SEI lithium interstitial diffusivity [m2.s-1]": 1e-20,
"Negative lithium interstitial reference concentration [mol.m-3]": 15.0,
"Initial negative inner SEI thickness [m]": 2.5e-09,
"Initial negative outer SEI thickness [m]": 2.5e-09,
"Initial negative inner SEI on cracks thickness [m]": 2.5e-13,
"Initial negative outer SEI on cracks thickness [m]": 2.5e-13,
"Negative EC initial concentration in electrolyte [mol.m-3]": 4541.0,
"EC diffusivity through negative SEI [m2.s-1]": 2e-18,
"Negative SEI kinetic rate constant [m.s-1]": 1e-12,
"Negative SEI open-circuit potential [V]": 0.4,
"Negative SEI growth activation energy [J.mol-1]": 0.0,
"Negative electrode reaction-driven LAM factor [m3.mol-1]": 0.0,
"Positive electrode reaction-driven LAM factor [m3.mol-1]": 0.0,
# cell
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40 changes: 20 additions & 20 deletions src/pybamm/input/parameters/lithium_ion/Chen2020.py
Original file line number Diff line number Diff line change
Expand Up @@ -226,26 +226,26 @@ def get_parameter_values():
return {
"chemistry": "lithium_ion",
# sei
"Ratio of lithium moles to SEI moles": 2.0,
"Inner SEI reaction proportion": 0.5,
"Inner SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Outer SEI partial molar volume [m3.mol-1]": 9.585e-05,
"SEI reaction exchange current density [A.m-2]": 1.5e-07,
"SEI resistivity [Ohm.m]": 200000.0,
"Outer SEI solvent diffusivity [m2.s-1]": 2.5000000000000002e-22,
"Bulk solvent concentration [mol.m-3]": 2636.0,
"Inner SEI open-circuit potential [V]": 0.1,
"Outer SEI open-circuit potential [V]": 0.8,
"Inner SEI electron conductivity [S.m-1]": 8.95e-14,
"Inner SEI lithium interstitial diffusivity [m2.s-1]": 1e-20,
"Lithium interstitial reference concentration [mol.m-3]": 15.0,
"Initial inner SEI thickness [m]": 2.5e-09,
"Initial outer SEI thickness [m]": 2.5e-09,
"EC initial concentration in electrolyte [mol.m-3]": 4541.0,
"EC diffusivity [m2.s-1]": 2e-18,
"SEI kinetic rate constant [m.s-1]": 1e-12,
"SEI open-circuit potential [V]": 0.4,
"SEI growth activation energy [J.mol-1]": 0.0,
"Ratio of lithium moles to negative SEI moles": 2.0,
"Negative inner SEI reaction proportion": 0.5,
"Negative inner SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Negative outer SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Negative SEI reaction exchange current density [A.m-2]": 1.5e-07,
"Negative SEI resistivity [Ohm.m]": 200000.0,
"Negative outer SEI solvent diffusivity [m2.s-1]": 2.5000000000000002e-22,
"Bulk solvent concentration for negative SEI [mol.m-3]": 2636.0,
"Negative inner SEI open-circuit potential [V]": 0.1,
"Negative outer SEI open-circuit potential [V]": 0.8,
"Negative inner SEI electron conductivity [S.m-1]": 8.95e-14,
"Negative inner SEI lithium interstitial diffusivity [m2.s-1]": 1e-20,
"Negative lithium interstitial reference concentration [mol.m-3]": 15.0,
"Initial negative inner SEI thickness [m]": 2.5e-09,
"Initial negative outer SEI thickness [m]": 2.5e-09,
"Negative EC initial concentration in electrolyte [mol.m-3]": 4541.0,
"EC diffusivity through negative SEI [m2.s-1]": 2e-18,
"Negative SEI kinetic rate constant [m.s-1]": 1e-12,
"Negative SEI open-circuit potential [V]": 0.4,
"Negative SEI growth activation energy [J.mol-1]": 0.0,
"Negative electrode reaction-driven LAM factor [m3.mol-1]": 0.0,
"Positive electrode reaction-driven LAM factor [m3.mol-1]": 0.0,
# cell
Expand Down
85 changes: 45 additions & 40 deletions src/pybamm/input/parameters/lithium_ion/Chen2020_composite.py
Original file line number Diff line number Diff line change
Expand Up @@ -327,46 +327,51 @@ def get_parameter_values():
return {
"chemistry": "lithium_ion",
# sei
"Primary: Ratio of lithium moles to SEI moles": 2.0,
"Primary: Inner SEI reaction proportion": 0.5,
"Primary: Inner SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Primary: Outer SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Primary: SEI reaction exchange current density [A.m-2]": 1.5e-07,
"Primary: SEI resistivity [Ohm.m]": 200000.0,
"Primary: Outer SEI solvent diffusivity [m2.s-1]": 2.5000000000000002e-22,
"Primary: Bulk solvent concentration [mol.m-3]": 2636.0,
"Primary: Inner SEI open-circuit potential [V]": 0.1,
"Primary: Outer SEI open-circuit potential [V]": 0.8,
"Primary: Inner SEI electron conductivity [S.m-1]": 8.95e-14,
"Primary: Inner SEI lithium interstitial diffusivity [m2.s-1]": 1e-20,
"Primary: Lithium interstitial reference concentration [mol.m-3]": 15.0,
"Primary: Initial inner SEI thickness [m]": 2.5e-09,
"Primary: Initial outer SEI thickness [m]": 2.5e-09,
"Primary: EC initial concentration in electrolyte [mol.m-3]": 4541.0,
"Primary: EC diffusivity [m2.s-1]": 2e-18,
"Primary: SEI kinetic rate constant [m.s-1]": 1e-12,
"Primary: SEI open-circuit potential [V]": 0.4,
"Primary: SEI growth activation energy [J.mol-1]": 0.0,
"Secondary: Ratio of lithium moles to SEI moles": 2.0,
"Secondary: Inner SEI reaction proportion": 0.5,
"Secondary: Inner SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Secondary: Outer SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Secondary: SEI reaction exchange current density [A.m-2]": 1.5e-07,
"Secondary: SEI resistivity [Ohm.m]": 200000.0,
"Secondary: Outer SEI solvent diffusivity [m2.s-1]": 2.5000000000000002e-22,
"Secondary: Bulk solvent concentration [mol.m-3]": 2636.0,
"Secondary: Inner SEI open-circuit potential [V]": 0.1,
"Secondary: Outer SEI open-circuit potential [V]": 0.8,
"Secondary: Inner SEI electron conductivity [S.m-1]": 8.95e-14,
"Secondary: Inner SEI lithium interstitial diffusivity [m2.s-1]": 1e-20,
"Secondary: Lithium interstitial reference concentration [mol.m-3]": 15.0,
"Secondary: Initial inner SEI thickness [m]": 2.5e-09,
"Secondary: Initial outer SEI thickness [m]": 2.5e-09,
"Secondary: EC initial concentration in electrolyte [mol.m-3]": 4541.0,
"Secondary: EC diffusivity [m2.s-1]": 2e-18,
"Secondary: SEI kinetic rate constant [m.s-1]": 1e-12,
"Secondary: SEI open-circuit potential [V]": 0.4,
"Secondary: SEI growth activation energy [J.mol-1]": 0.0,
"Primary: Ratio of lithium moles to negative SEI moles": 2.0,
"Primary: Negative inner SEI reaction proportion": 0.5,
"Primary: Negative inner SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Primary: Negative outer SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Primary: Negative SEI reaction exchange current density [A.m-2]": 1.5e-07,
"Primary: Negative SEI resistivity [Ohm.m]": 200000.0,
"Primary: Negative outer SEI solvent diffusivity [m2.s-1]"
"": 2.5000000000000002e-22,
"Primary: Bulk solvent concentration for negative SEI [mol.m-3]": 2636.0,
"Primary: Negative inner SEI open-circuit potential [V]": 0.1,
"Primary: Negative outer SEI open-circuit potential [V]": 0.8,
"Primary: Negative inner SEI electron conductivity [S.m-1]": 8.95e-14,
"Primary: Negative inner SEI lithium interstitial diffusivity [m2.s-1]": 1e-20,
"Primary: Negative lithium interstitial reference concentration [mol.m-3]"
"": 15.0,
"Primary: Initial negative inner SEI thickness [m]": 2.5e-09,
"Primary: Initial negative outer SEI thickness [m]": 2.5e-09,
"Primary: Negative EC initial concentration in electrolyte [mol.m-3]": 4541.0,
"Primary: EC diffusivity through negative SEI [m2.s-1]": 2e-18,
"Primary: Negative SEI kinetic rate constant [m.s-1]": 1e-12,
"Primary: Negative SEI open-circuit potential [V]": 0.4,
"Primary: Negative SEI growth activation energy [J.mol-1]": 0.0,
"Secondary: Ratio of lithium moles to negative SEI moles": 2.0,
"Secondary: Negative inner SEI reaction proportion": 0.5,
"Secondary: Negative inner SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Secondary: Negative outer SEI partial molar volume [m3.mol-1]": 9.585e-05,
"Secondary: Negative SEI reaction exchange current density [A.m-2]": 1.5e-07,
"Secondary: Negative SEI resistivity [Ohm.m]": 200000.0,
"Secondary: Negative outer SEI solvent diffusivity [m2.s-1]"
"": 2.5000000000000002e-22,
"Secondary: Bulk solvent concentration for negative SEI [mol.m-3]": 2636.0,
"Secondary: Negative inner SEI open-circuit potential [V]": 0.1,
"Secondary: Negative outer SEI open-circuit potential [V]": 0.8,
"Secondary: Negative inner SEI electron conductivity [S.m-1]": 8.95e-14,
"Secondary: Negative inner SEI lithium interstitial diffusivity [m2.s-1]"
"": 1e-20,
"Secondary: Negative lithium interstitial reference concentration [mol.m-3]"
"": 15.0,
"Secondary: Initial negative inner SEI thickness [m]": 2.5e-09,
"Secondary: Initial negative outer SEI thickness [m]": 2.5e-09,
"Secondary: Negative EC initial concentration in electrolyte [mol.m-3]": 4541.0,
"Secondary: EC diffusivity through negative SEI [m2.s-1]": 2e-18,
"Secondary: Negative SEI kinetic rate constant [m.s-1]": 1e-12,
"Secondary: Negative SEI open-circuit potential [V]": 0.4,
"Secondary: Negative SEI growth activation energy [J.mol-1]": 0.0,
"Positive electrode reaction-driven LAM factor [m3.mol-1]": 0.0,
# cell
"Negative current collector thickness [m]": 1.2e-05,
Expand Down
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