From 85b44306b9d76de5b11fc9e1e70b9e019973e20f Mon Sep 17 00:00:00 2001 From: Simon O'Kane <42972513+DrSOKane@users.noreply.github.com> Date: Fri, 31 May 2024 15:58:19 +0100 Subject: [PATCH] Minor updates to SEI-on-cracks example notebook (#4122) --- .../notebooks/models/SEI-on-cracks.ipynb | 46 ++++++++----------- 1 file changed, 20 insertions(+), 26 deletions(-) diff --git a/docs/source/examples/notebooks/models/SEI-on-cracks.ipynb b/docs/source/examples/notebooks/models/SEI-on-cracks.ipynb index f9d41ffc54..47d618fb23 100644 --- a/docs/source/examples/notebooks/models/SEI-on-cracks.ipynb +++ b/docs/source/examples/notebooks/models/SEI-on-cracks.ipynb @@ -20,9 +20,6 @@ "name": "stdout", "output_type": "stream", "text": [ - "\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip available: \u001b[0m\u001b[31;49m22.3.1\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m23.0.1\u001b[0m\n", - "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n", "Note: you may need to restart the kernel to use updated packages.\n" ] } @@ -103,10 +100,10 @@ "name": "stderr", "output_type": "stream", "text": [ - "At t = 426.174, , mxstep steps taken before reaching tout.\n", - "At t = 186.174, , mxstep steps taken before reaching tout.\n", - "At t = 430.603, , mxstep steps taken before reaching tout.\n", - "At t = 190.603, , mxstep steps taken before reaching tout.\n" + "At t = 431.796, , mxstep steps taken before reaching tout.\n", + "At t = 191.796, , mxstep steps taken before reaching tout.\n", + "At t = 430.599, , mxstep steps taken before reaching tout.\n", + "At t = 190.599, , mxstep steps taken before reaching tout.\n" ] } ], @@ -154,26 +151,24 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, (ax1, ax2) = plt.subplots(1, 2, figsize=(18, 4))\n", "ax1.plot(t1, V1, label=\"without cracking\")\n", - "ax1.plot(t2, V2, label=\"with cracking\")\n", + "ax1.plot(t2, V2, label=\"with cracking\", linestyle=\"dashed\")\n", "ax1.set_xlabel(\"Time [s]\")\n", "ax1.set_ylabel(\"Voltage [V]\")\n", "ax1.legend()\n", "ax2.plot(t1, SEI1, label=\"without cracking\")\n", - "ax2.plot(t2, SEI2, label=\"with cracking\")\n", + "ax2.plot(t2, SEI2, label=\"with cracking\", linestyle=\"dashed\")\n", "ax2.set_xlabel(\"Time [s]\")\n", "ax2.set_ylabel(\"Loss of lithium to SEI [mol]\")\n", "ax2.legend()\n", @@ -196,14 +191,12 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -228,14 +221,15 @@ "text": [ "[1] Weilong Ai, Ludwig Kraft, Johannes Sturm, Andreas Jossen, and Billy Wu. Electrochemical thermal-mechanical modelling of stress inhomogeneity in lithium-ion pouch cells. Journal of The Electrochemical Society, 167(1):013512, 2019. doi:10.1149/2.0122001JES.\n", "[2] Joel A. E. Andersson, Joris Gillis, Greg Horn, James B. Rawlings, and Moritz Diehl. CasADi – A software framework for nonlinear optimization and optimal control. Mathematical Programming Computation, 11(1):1–36, 2019. doi:10.1007/s12532-018-0139-4.\n", - "[3] Chang-Hui Chen, Ferran Brosa Planella, Kieran O'Regan, Dominika Gastol, W. Dhammika Widanage, and Emma Kendrick. Development of Experimental Techniques for Parameterization of Multi-scale Lithium-ion Battery Models. Journal of The Electrochemical Society, 167(8):080534, 2020. doi:10.1149/1945-7111/ab9050.\n", - "[4] Rutooj Deshpande, Mark Verbrugge, Yang-Tse Cheng, John Wang, and Ping Liu. Battery cycle life prediction with coupled chemical degradation and fatigue mechanics. Journal of the Electrochemical Society, 159(10):A1730, 2012. doi:10.1149/2.049210jes.\n", - "[5] Marc Doyle, Thomas F. Fuller, and John Newman. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. Journal of the Electrochemical society, 140(6):1526–1533, 1993. doi:10.1149/1.2221597.\n", - "[6] Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, and others. Array programming with NumPy. Nature, 585(7825):357–362, 2020. doi:10.1038/s41586-020-2649-2.\n", - "[7] Scott G. Marquis. Long-term degradation of lithium-ion batteries. PhD thesis, University of Oxford, 2020.\n", - "[8] Simon E. J. O'Kane, Ian D. Campbell, Mohamed W. J. Marzook, Gregory J. Offer, and Monica Marinescu. Physical origin of the differential voltage minimum associated with lithium plating in li-ion batteries. Journal of The Electrochemical Society, 167(9):090540, may 2020. URL: https://doi.org/10.1149/1945-7111/ab90ac, doi:10.1149/1945-7111/ab90ac.\n", - "[9] Simon E. J. O'Kane, Weilong Ai, Ganesh Madabattula, Diego Alonso-Alvarez, Robert Timms, Valentin Sulzer, Jacqueline Sophie Edge, Billy Wu, Gregory J. Offer, and Monica Marinescu. Lithium-ion battery degradation: how to model it. Phys. Chem. Chem. Phys., 24:7909-7922, 2022. URL: http://dx.doi.org/10.1039/D2CP00417H, doi:10.1039/D2CP00417H.\n", - "[10] Valentin Sulzer, Scott G. Marquis, Robert Timms, Martin Robinson, and S. Jon Chapman. Python Battery Mathematical Modelling (PyBaMM). Journal of Open Research Software, 9(1):14, 2021. doi:10.5334/jors.309.\n", + "[3] Von DAG Bruggeman. Berechnung verschiedener physikalischer konstanten von heterogenen substanzen. i. dielektrizitätskonstanten und leitfähigkeiten der mischkörper aus isotropen substanzen. Annalen der physik, 416(7):636–664, 1935.\n", + "[4] Chang-Hui Chen, Ferran Brosa Planella, Kieran O'Regan, Dominika Gastol, W. Dhammika Widanage, and Emma Kendrick. Development of Experimental Techniques for Parameterization of Multi-scale Lithium-ion Battery Models. Journal of The Electrochemical Society, 167(8):080534, 2020. doi:10.1149/1945-7111/ab9050.\n", + "[5] Rutooj Deshpande, Mark Verbrugge, Yang-Tse Cheng, John Wang, and Ping Liu. Battery cycle life prediction with coupled chemical degradation and fatigue mechanics. Journal of the Electrochemical Society, 159(10):A1730, 2012. doi:10.1149/2.049210jes.\n", + "[6] Marc Doyle, Thomas F. Fuller, and John Newman. Modeling of galvanostatic charge and discharge of the lithium/polymer/insertion cell. Journal of the Electrochemical society, 140(6):1526–1533, 1993. doi:10.1149/1.2221597.\n", + "[7] Charles R. Harris, K. Jarrod Millman, Stéfan J. van der Walt, Ralf Gommers, Pauli Virtanen, David Cournapeau, Eric Wieser, Julian Taylor, Sebastian Berg, Nathaniel J. Smith, and others. Array programming with NumPy. Nature, 585(7825):357–362, 2020. doi:10.1038/s41586-020-2649-2.\n", + "[8] Scott G. Marquis. Long-term degradation of lithium-ion batteries. PhD thesis, University of Oxford, 2020.\n", + "[9] Simon E. J. O'Kane, Ian D. Campbell, Mohamed W. J. Marzook, Gregory J. Offer, and Monica Marinescu. Physical origin of the differential voltage minimum associated with lithium plating in li-ion batteries. Journal of The Electrochemical Society, 167(9):090540, may 2020. URL: https://doi.org/10.1149/1945-7111/ab90ac, doi:10.1149/1945-7111/ab90ac.\n", + "[10] Simon E. J. O'Kane, Weilong Ai, Ganesh Madabattula, Diego Alonso-Alvarez, Robert Timms, Valentin Sulzer, Jacqueline Sophie Edge, Billy Wu, Gregory J. Offer, and Monica Marinescu. Lithium-ion battery degradation: how to model it. Phys. Chem. Chem. Phys., 24:7909-7922, 2022. URL: http://dx.doi.org/10.1039/D2CP00417H, doi:10.1039/D2CP00417H.\n", + "[11] Valentin Sulzer, Scott G. Marquis, Robert Timms, Martin Robinson, and S. Jon Chapman. Python Battery Mathematical Modelling (PyBaMM). Journal of Open Research Software, 9(1):14, 2021. doi:10.5334/jors.309.\n", "\n" ] } @@ -261,7 +255,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.12.3" }, "vscode": { "interpreter": {