From 8de834155ebbcbebb0e45967c9e9311a78c830fa Mon Sep 17 00:00:00 2001 From: Tanner Leo Date: Wed, 11 Sep 2024 17:52:24 -0700 Subject: [PATCH 1/3] first commit --- .../full_battery_models/base_battery_model.py | 32 ++++- .../plotting/plot_voltage_components.py | 123 ++++++++++++------ 2 files changed, 112 insertions(+), 43 deletions(-) diff --git a/src/pybamm/models/full_battery_models/base_battery_model.py b/src/pybamm/models/full_battery_models/base_battery_model.py index f4943a1b2b..d18c835cc2 100644 --- a/src/pybamm/models/full_battery_models/base_battery_model.py +++ b/src/pybamm/models/full_battery_models/base_battery_model.py @@ -1333,9 +1333,19 @@ def set_voltage_variables(self): eta_particle_n = self.variables[ f"Negative {phase_n}particle concentration overpotential [V]" ] - eta_particle_p = self.variables[ - f"Positive {phase_p}particle concentration overpotential [V]" - ] + if self.options.positive['particle phases'] == '2': + eta_particle_p = ( + self.variables[ + f"Positive {phase_p}particle concentration overpotential [V]" + ] + + self.variables[ + "Positive secondary particle concentration overpotential [V]" + ] + ) / 2 + else: + eta_particle_p = self.variables[ + f"Positive {phase_p}particle concentration overpotential [V]" + ] ocv_surf = ocp_surf_p_av - ocp_surf_n_av ocv_bulk = ocp_p_bulk - ocp_n_bulk @@ -1351,9 +1361,19 @@ def set_voltage_variables(self): eta_r_n_av = self.variables[ f"X-averaged negative electrode {phase_n}reaction overpotential [V]" ] - eta_r_p_av = self.variables[ - f"X-averaged positive electrode {phase_p}reaction overpotential [V]" - ] + if self.options.positive['particle phases'] == '2': + eta_r_p_av = ( + self.variables[ + f"X-averaged positive electrode {phase_p}reaction overpotential [V]" + ] + + self.variables[ + "X-averaged positive electrode secondary reaction overpotential [V]" + ] + ) / 2 + else: + eta_r_p_av = self.variables[ + f"X-averaged positive electrode {phase_p}reaction overpotential [V]" + ] eta_r_av = eta_r_p_av - eta_r_n_av delta_phi_s_n_av = self.variables[ diff --git a/src/pybamm/plotting/plot_voltage_components.py b/src/pybamm/plotting/plot_voltage_components.py index db0bb908a0..2eb4d62f9b 100644 --- a/src/pybamm/plotting/plot_voltage_components.py +++ b/src/pybamm/plotting/plot_voltage_components.py @@ -6,6 +6,7 @@ from pybamm.util import import_optional_dependency from pybamm.simulation import Simulation from pybamm.solvers.solution import Solution +from pybamm.parameters.base_parameters import NullParameters def plot_voltage_components( @@ -39,8 +40,12 @@ def plot_voltage_components( # Check if the input is a Simulation and extract Solution if isinstance(input_data, Simulation): solution = input_data.solution + working_electrode = input_data.options["working electrode"] + model_param = input_data.model.param elif isinstance(input_data, Solution): solution = input_data + working_electrode = input_data.all_models[0].options["working electrode"] + model_param = input_data.all_models[0].param plt = import_optional_dependency("matplotlib.pyplot") # Set a default value for alpha, the opacity @@ -51,43 +56,83 @@ def plot_voltage_components( show_plot = False else: fig, ax = plt.subplots(figsize=(8, 4)) - - if split_by_electrode is False: - overpotentials = [ - "Battery particle concentration overpotential [V]", - "X-averaged battery reaction overpotential [V]", - "X-averaged battery concentration overpotential [V]", - "X-averaged battery electrolyte ohmic losses [V]", - "X-averaged battery solid phase ohmic losses [V]", - ] - labels = [ - "Particle concentration overpotential", - "Reaction overpotential", - "Electrolyte concentration overpotential", - "Ohmic electrolyte overpotential", - "Ohmic electrode overpotential", - ] - else: - overpotentials = [ - "Battery negative particle concentration overpotential [V]", - "Battery positive particle concentration overpotential [V]", - "X-averaged battery negative reaction overpotential [V]", - "X-averaged battery positive reaction overpotential [V]", - "X-averaged battery concentration overpotential [V]", - "X-averaged battery electrolyte ohmic losses [V]", - "X-averaged battery negative solid phase ohmic losses [V]", - "X-averaged battery positive solid phase ohmic losses [V]", - ] - labels = [ - "Negative particle concentration overpotential", - "Positive particle concentration overpotential", - "Negative reaction overpotential", - "Positive reaction overpotential", - "Electrolyte concentration overpotential", - "Ohmic electrolyte overpotential", - "Ohmic negative electrode overpotential", - "Ohmic positive electrode overpotential", - ] + + if working_electrode == "both": + if split_by_electrode is False: + overpotentials = [ + "Battery particle concentration overpotential [V]", + "X-averaged battery reaction overpotential [V]", + "X-averaged battery concentration overpotential [V]", + "X-averaged battery electrolyte ohmic losses [V]", + "X-averaged battery solid phase ohmic losses [V]", + ] + labels = [ + "Particle concentration overpotential", + "Reaction overpotential", + "Electrolyte concentration overpotential", + "Ohmic electrolyte overpotential", + "Ohmic electrode overpotential", + ] + else: + overpotentials = [ + "Battery negative particle concentration overpotential [V]", + "Battery positive particle concentration overpotential [V]", + "X-averaged battery negative reaction overpotential [V]", + "X-averaged battery positive reaction overpotential [V]", + "X-averaged battery concentration overpotential [V]", + "X-averaged battery electrolyte ohmic losses [V]", + "X-averaged battery negative solid phase ohmic losses [V]", + "X-averaged battery positive solid phase ohmic losses [V]", + ] + labels = [ + "Negative particle concentration overpotential", + "Positive particle concentration overpotential", + "Negative reaction overpotential", + "Positive reaction overpotential", + "Electrolyte concentration overpotential", + "Ohmic electrolyte overpotential", + "Ohmic negative electrode overpotential", + "Ohmic positive electrode overpotential", + ] + elif working_electrode == "positive": + if isinstance(model_param.p.sec, NullParameters): + overpotentials = [ + "Positive particle concentration overpotential [V]", + "X-averaged positive electrode reaction overpotential [V]", + "X-averaged battery concentration overpotential [V]", + "X-averaged battery electrolyte ohmic losses [V]", + "X-averaged battery solid phase ohmic losses [V]", + ] + labels = [ + "Particle concentration overpotential", + "Reaction overpotential", + "Electrolyte concentration overpotential", + "Ohmic electrolyte overpotential", + "Ohmic electrode overpotential", + ] + else: + overpotentials = [ + "Positive primary particle concentration overpotential [V]", + "Positive secondary particle concentration overpotential [V]", + "Battery negative particle concentration overpotential [V]", + "X-averaged positive electrode primary reaction overpotential [V]", + "X-averaged positive electrode secondary reaction overpotential [V]", + "X-averaged battery negative reaction overpotential [V]", + "X-averaged battery concentration overpotential [V]", + "X-averaged battery electrolyte ohmic losses [V]", + "X-averaged battery solid phase ohmic losses [V]", + ] + labels = [ + "Primary particle concentration overpotential", + "Secondary particle concentration overpotential", + "Negative particle concentration overpotential", + "Primary reaction overpotential", + "Secondary reaction overpotential", + "Negative interface overpotential", + "Electrolyte concentration overpotential", + "Ohmic electrolyte overpotential", + "Ohmic electrode overpotential", + ] # Plot # Initialise @@ -128,6 +173,10 @@ def plot_voltage_components( # negative overpotentials are positive for a discharge and negative for a charge # so we have to multiply by -1 to show them correctly sgn = -1 if "negative" in overpotential else 1 + sgn = -1 if "Lithium metal" in overpotential else 1 + for phase in ["primary","secondary"]: + for type in ["reaction","particle concentration"]: + sgn *= 0.5 if f"{phase} {type}" in overpotential else 1 bottom = top + sgn * solution[overpotential].entries ax.fill_between(time, bottom, top, **kwargs_fill, label=label) top = bottom From e91a27afe7137d66722438613527ab56313f3da9 Mon Sep 17 00:00:00 2001 From: Tanner Leo Date: Wed, 11 Sep 2024 18:21:19 -0700 Subject: [PATCH 2/3] temporary changes for visualization --- .../plotting/plot-voltage-components.ipynb | 119 +++++++++++++++--- 1 file changed, 101 insertions(+), 18 deletions(-) diff --git a/docs/source/examples/notebooks/plotting/plot-voltage-components.ipynb b/docs/source/examples/notebooks/plotting/plot-voltage-components.ipynb index be0706bbfe..0132f56280 100644 --- a/docs/source/examples/notebooks/plotting/plot-voltage-components.ipynb +++ b/docs/source/examples/notebooks/plotting/plot-voltage-components.ipynb @@ -86,19 +86,19 @@ "name": "stderr", "output_type": "stream", "text": [ - "At t = 472.93 and h = 1.932e-14, the corrector convergence failed repeatedly or with |h| = hmin.\n", - "At t = 232.93 and h = 3.07648e-13, the corrector convergence failed repeatedly or with |h| = hmin.\n" + "At t = 472.93 and h = 9.61226e-19, the corrector convergence failed repeatedly or with |h| = hmin.\n", + "At t = 232.93 and h = 1.25789e-14, the corrector convergence failed repeatedly or with |h| = hmin.\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "90f9b9029cad43ac8379f64bee1693b0", + "model_id": "7e563f0c2ff84348a3532bc079117f75", "version_major": 2, "version_minor": 0 }, "text/plain": [ - "interactive(children=(FloatSlider(value=0.0, description='t', max=3555.447926329997, step=35.55447926329997), …" + "interactive(children=(FloatSlider(value=0.0, description='t', max=3555.447923723904, step=35.554479237239036),…" ] }, "metadata": {}, @@ -107,7 +107,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 1, @@ -159,7 +159,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -170,7 +170,7 @@ { "data": { "text/plain": [ - "(
, )" + "(
, )" ] }, "execution_count": 2, @@ -197,7 +197,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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, )" ] }, "execution_count": 3, @@ -246,21 +246,104 @@ "name": "stdout", "output_type": "stream", "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", + "[1] 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", + "[2] 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", "[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] Peyman Mohtat, Suhak Lee, Jason B Siegel, and Anna G Stefanopoulou. Towards better estimability of electrode-specific state of health: decoding the cell expansion. Journal of Power Sources, 427:101–111, 2019.\n", - "[8] 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", - "[9] Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, and others. SciPy 1.0: fundamental algorithms for scientific computing in Python. Nature Methods, 17(3):261–272, 2020. doi:10.1038/s41592-019-0686-2.\n" + "[4] 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", + "[5] 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", + "[6] Peyman Mohtat, Suhak Lee, Jason B Siegel, and Anna G Stefanopoulou. Towards better estimability of electrode-specific state of health: decoding the cell expansion. Journal of Power Sources, 427:101–111, 2019.\n", + "[7] 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", + "[8] Pauli Virtanen, Ralf Gommers, Travis E. Oliphant, Matt Haberland, Tyler Reddy, David Cournapeau, Evgeni Burovski, Pearu Peterson, Warren Weckesser, Jonathan Bright, and others. SciPy 1.0: fundamental algorithms for scientific computing in Python. Nature Methods, 17(3):261–272, 2020. doi:10.1038/s41592-019-0686-2.\n", + "[9] Andrew Weng, Jason B Siegel, and Anna Stefanopoulou. Differential voltage analysis for battery manufacturing process control. arXiv preprint arXiv:2303.07088, 2023.\n", + "\n" ] } ], "source": [ "pybamm.print_citations()" ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "(
, )" + ] + }, + "execution_count": 51, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "model = pybamm.lithium_ion.DFN({'working electrode': 'positive', 'particle phases': ('1','2'), 'open-circuit potential': ('single',('single','Wycisk'))})\n", + "\n", + "parameter_values = pybamm.ParameterValues(\"Ecker2015\")\n", + "negative_Li_counter_params = {param:value for param, value in parameter_values.items() if ('Negative' in param or 'negative' in param or 'lithium metal' in param)}\n", + "negative_Li_counter_params.update({\"Exchange-current density for lithium metal electrode [A.m-2]\": 1e20,\n", + " \"Typical plated lithium concentration [mol.m-3]\": 77391.0,\n", + " \"Lower voltage cut-off [V]\": 0,\n", + " \"Upper voltage cut-off [V]\": 2,\n", + " })\n", + "\n", + "parameter_values = pybamm.ParameterValues(\"Chen2020_composite\")\n", + "lithiation_ocp = parameter_values['Secondary: Negative electrode lithiation OCP [V]']\n", + "de_lithiation_ocp = parameter_values['Secondary: Negative electrode delithiation OCP [V]']\n", + "\n", + "new_params = dict()\n", + "old_params = dict(parameter_values)\n", + "for param, values in parameter_values.items():\n", + " if \"Negative\" in param:\n", + " new_params[param.replace(\"Negative\", \"Positive\")] = old_params[param]\n", + " elif \"negative\" in param:\n", + " new_params[param.replace(\"negative\", \"positive\")] = old_params[param]\n", + " elif \"Positive\" in param or 'positive' in param:\n", + " continue\n", + " else:\n", + " new_params[param] = parameter_values[param]\n", + "\n", + "new_params.update({'Secondary: Positive particle hysteresis decay rate': 0.005,\n", + " 'Secondary: Positive particle hysteresis switching factor': 0.5,\n", + " 'Secondary: Initial hysteresis state in positive electrode': 0.5})\n", + "\n", + "def avg_ocp(sto):\n", + " return (lithiation_ocp(sto) + de_lithiation_ocp(sto))/2\n", + "new_params.update({'Secondary: Positive electrode OCP [V]': avg_ocp})\n", + "\n", + "new_params.update(negative_Li_counter_params)\n", + "\n", + "parameter_values = pybamm.ParameterValues(new_params)\n", + "\n", + "experiment = pybamm.Experiment([\"Rest for 1 second\", \"Charge at 1C for 10 seconds (0.1s period)\"])\n", + "\n", + "sim = pybamm.Simulation(\n", + " model, experiment=experiment, parameter_values=parameter_values\n", + ")\n", + "sol = sim.solve()\n", + "\n", + "sol.plot_voltage_components()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -279,7 +362,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.16" + "version": "3.11.0" }, "orig_nbformat": 4, "vscode": { From 0a05f6c2d7410723766ed486757658d5f2b188e8 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Thu, 12 Sep 2024 01:23:03 +0000 Subject: [PATCH 3/3] style: pre-commit fixes --- .../plotting/plot-voltage-components.ipynb | 60 +++++++++++++------ .../full_battery_models/base_battery_model.py | 12 ++-- .../plotting/plot_voltage_components.py | 6 +- 3 files changed, 50 insertions(+), 28 deletions(-) diff --git a/docs/source/examples/notebooks/plotting/plot-voltage-components.ipynb b/docs/source/examples/notebooks/plotting/plot-voltage-components.ipynb index 0132f56280..4cc5ae80ba 100644 --- a/docs/source/examples/notebooks/plotting/plot-voltage-components.ipynb +++ b/docs/source/examples/notebooks/plotting/plot-voltage-components.ipynb @@ -290,19 +290,34 @@ } ], "source": [ - "model = pybamm.lithium_ion.DFN({'working electrode': 'positive', 'particle phases': ('1','2'), 'open-circuit potential': ('single',('single','Wycisk'))})\n", + "model = pybamm.lithium_ion.DFN(\n", + " {\n", + " \"working electrode\": \"positive\",\n", + " \"particle phases\": (\"1\", \"2\"),\n", + " \"open-circuit potential\": (\"single\", (\"single\", \"Wycisk\")),\n", + " }\n", + ")\n", "\n", "parameter_values = pybamm.ParameterValues(\"Ecker2015\")\n", - "negative_Li_counter_params = {param:value for param, value in parameter_values.items() if ('Negative' in param or 'negative' in param or 'lithium metal' in param)}\n", - "negative_Li_counter_params.update({\"Exchange-current density for lithium metal electrode [A.m-2]\": 1e20,\n", - " \"Typical plated lithium concentration [mol.m-3]\": 77391.0,\n", - " \"Lower voltage cut-off [V]\": 0,\n", - " \"Upper voltage cut-off [V]\": 2,\n", - " })\n", + "negative_Li_counter_params = {\n", + " param: value\n", + " for param, value in parameter_values.items()\n", + " if (\"Negative\" in param or \"negative\" in param or \"lithium metal\" in param)\n", + "}\n", + "negative_Li_counter_params.update(\n", + " {\n", + " \"Exchange-current density for lithium metal electrode [A.m-2]\": 1e20,\n", + " \"Typical plated lithium concentration [mol.m-3]\": 77391.0,\n", + " \"Lower voltage cut-off [V]\": 0,\n", + " \"Upper voltage cut-off [V]\": 2,\n", + " }\n", + ")\n", "\n", "parameter_values = pybamm.ParameterValues(\"Chen2020_composite\")\n", - "lithiation_ocp = parameter_values['Secondary: Negative electrode lithiation OCP [V]']\n", - "de_lithiation_ocp = parameter_values['Secondary: Negative electrode delithiation OCP [V]']\n", + "lithiation_ocp = parameter_values[\"Secondary: Negative electrode lithiation OCP [V]\"]\n", + "de_lithiation_ocp = parameter_values[\n", + " \"Secondary: Negative electrode delithiation OCP [V]\"\n", + "]\n", "\n", "new_params = dict()\n", "old_params = dict(parameter_values)\n", @@ -311,28 +326,35 @@ " new_params[param.replace(\"Negative\", \"Positive\")] = old_params[param]\n", " elif \"negative\" in param:\n", " new_params[param.replace(\"negative\", \"positive\")] = old_params[param]\n", - " elif \"Positive\" in param or 'positive' in param:\n", + " elif \"Positive\" in param or \"positive\" in param:\n", " continue\n", " else:\n", " new_params[param] = parameter_values[param]\n", "\n", - "new_params.update({'Secondary: Positive particle hysteresis decay rate': 0.005,\n", - " 'Secondary: Positive particle hysteresis switching factor': 0.5,\n", - " 'Secondary: Initial hysteresis state in positive electrode': 0.5})\n", + "new_params.update(\n", + " {\n", + " \"Secondary: Positive particle hysteresis decay rate\": 0.005,\n", + " \"Secondary: Positive particle hysteresis switching factor\": 0.5,\n", + " \"Secondary: Initial hysteresis state in positive electrode\": 0.5,\n", + " }\n", + ")\n", + "\n", "\n", "def avg_ocp(sto):\n", - " return (lithiation_ocp(sto) + de_lithiation_ocp(sto))/2\n", - "new_params.update({'Secondary: Positive electrode OCP [V]': avg_ocp})\n", + " return (lithiation_ocp(sto) + de_lithiation_ocp(sto)) / 2\n", + "\n", + "\n", + "new_params.update({\"Secondary: Positive electrode OCP [V]\": avg_ocp})\n", "\n", "new_params.update(negative_Li_counter_params)\n", "\n", "parameter_values = pybamm.ParameterValues(new_params)\n", "\n", - "experiment = pybamm.Experiment([\"Rest for 1 second\", \"Charge at 1C for 10 seconds (0.1s period)\"])\n", - "\n", - "sim = pybamm.Simulation(\n", - " model, experiment=experiment, parameter_values=parameter_values\n", + "experiment = pybamm.Experiment(\n", + " [\"Rest for 1 second\", \"Charge at 1C for 10 seconds (0.1s period)\"]\n", ")\n", + "\n", + "sim = pybamm.Simulation(model, experiment=experiment, parameter_values=parameter_values)\n", "sol = sim.solve()\n", "\n", "sol.plot_voltage_components()" diff --git a/src/pybamm/models/full_battery_models/base_battery_model.py b/src/pybamm/models/full_battery_models/base_battery_model.py index d18c835cc2..0bb15c40b7 100644 --- a/src/pybamm/models/full_battery_models/base_battery_model.py +++ b/src/pybamm/models/full_battery_models/base_battery_model.py @@ -1333,12 +1333,12 @@ def set_voltage_variables(self): eta_particle_n = self.variables[ f"Negative {phase_n}particle concentration overpotential [V]" ] - if self.options.positive['particle phases'] == '2': + if self.options.positive["particle phases"] == "2": eta_particle_p = ( self.variables[ f"Positive {phase_p}particle concentration overpotential [V]" - ] + - self.variables[ + ] + + self.variables[ "Positive secondary particle concentration overpotential [V]" ] ) / 2 @@ -1361,12 +1361,12 @@ def set_voltage_variables(self): eta_r_n_av = self.variables[ f"X-averaged negative electrode {phase_n}reaction overpotential [V]" ] - if self.options.positive['particle phases'] == '2': + if self.options.positive["particle phases"] == "2": eta_r_p_av = ( self.variables[ f"X-averaged positive electrode {phase_p}reaction overpotential [V]" - ] + - self.variables[ + ] + + self.variables[ "X-averaged positive electrode secondary reaction overpotential [V]" ] ) / 2 diff --git a/src/pybamm/plotting/plot_voltage_components.py b/src/pybamm/plotting/plot_voltage_components.py index 2eb4d62f9b..2c47642643 100644 --- a/src/pybamm/plotting/plot_voltage_components.py +++ b/src/pybamm/plotting/plot_voltage_components.py @@ -56,7 +56,7 @@ def plot_voltage_components( show_plot = False else: fig, ax = plt.subplots(figsize=(8, 4)) - + if working_electrode == "both": if split_by_electrode is False: overpotentials = [ @@ -174,8 +174,8 @@ def plot_voltage_components( # so we have to multiply by -1 to show them correctly sgn = -1 if "negative" in overpotential else 1 sgn = -1 if "Lithium metal" in overpotential else 1 - for phase in ["primary","secondary"]: - for type in ["reaction","particle concentration"]: + for phase in ["primary", "secondary"]: + for type in ["reaction", "particle concentration"]: sgn *= 0.5 if f"{phase} {type}" in overpotential else 1 bottom = top + sgn * solution[overpotential].entries ax.fill_between(time, bottom, top, **kwargs_fill, label=label)