From 1760bcd1e5cb707556e9c198d767d8c99365375d Mon Sep 17 00:00:00 2001 From: victorventuri Date: Thu, 7 Aug 2025 16:01:53 -0500 Subject: [PATCH 01/10] ignoring vscode settings --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index b6e4761..2b9d586 100644 --- a/.gitignore +++ b/.gitignore @@ -110,6 +110,9 @@ ENV/ env.bak/ venv.bak/ +# VSCode settings +.vscode/ + # Spyder project settings .spyderproject .spyproject From 4ea7f17db3c08a4778685de1c8e1ed9d4a31cf7b Mon Sep 17 00:00:00 2001 From: victorventuri Date: Thu, 7 Aug 2025 16:23:55 -0500 Subject: [PATCH 02/10] changing name of schema from hold to rest --- battdat/postprocess/tagging.py | 6 +++--- battdat/schemas/column.py | 2 +- tests/schemas/test_cycling.py | 2 +- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/battdat/postprocess/tagging.py b/battdat/postprocess/tagging.py index f6d358f..d73c7d9 100644 --- a/battdat/postprocess/tagging.py +++ b/battdat/postprocess/tagging.py @@ -191,7 +191,7 @@ def _determine_steps(df: DataFrame, column: str, output_col: str): def _determine_state( row: pd.Series, zero_threshold: float = 1.0e-4 - ) -> Literal[ChargingState.charging, ChargingState.discharging, ChargingState.hold]: + ) -> Literal[ChargingState.charging, ChargingState.discharging, ChargingState.rest]: """ Function to help determine the state of the cell based on the current @@ -200,11 +200,11 @@ def _determine_state( zero_threshold: Maximum absolute value a current can take to be assigned rest. Defaults to 0.1 mA Returns - State of the cell, which can be either 'charging', 'discharging', or 'hold' + State of the cell, which can be either 'charging', 'discharging', or 'rest' """ current = row['current'] if abs(current) <= zero_threshold: - return ChargingState.hold + return ChargingState.rest elif current > 0.: return ChargingState.charging return ChargingState.discharging diff --git a/battdat/schemas/column.py b/battdat/schemas/column.py index 4c975b3..c2d2a50 100644 --- a/battdat/schemas/column.py +++ b/battdat/schemas/column.py @@ -11,7 +11,7 @@ class ChargingState(str, Enum): """Potential charging states of the battery""" charging = "charging" - hold = "hold" + rest = "resting" discharging = "discharging" unknown = "unknown" diff --git a/tests/schemas/test_cycling.py b/tests/schemas/test_cycling.py index d3fa9a6..048bbe2 100644 --- a/tests/schemas/test_cycling.py +++ b/tests/schemas/test_cycling.py @@ -11,7 +11,7 @@ def example_df() -> pd.DataFrame: 'test_time': [0, 0.1], 'voltage': [0.1, 0.2], 'current': [0.1, -0.1], - 'state': ['charging', 'hold'] + 'state': ['charging', 'resting'] }) From b7127030a3d7ea3b344a5006442e8d7d60cc2a19 Mon Sep 17 00:00:00 2001 From: victorventuri Date: Thu, 7 Aug 2025 16:27:08 -0500 Subject: [PATCH 03/10] Fixing nomenclature errors Changing the ChargingState schema from 'hold' to 'rest' caused a number of issues, which should now have been fixed. --- battdat/io/arbin.py | 2 +- battdat/io/maccor.py | 2 +- battdat/postprocess/tagging.py | 4 ++-- tests/postprocess/test_tagging.py | 10 +++++----- 4 files changed, 9 insertions(+), 9 deletions(-) diff --git a/battdat/io/arbin.py b/battdat/io/arbin.py index 5c30303..e4cdc6c 100644 --- a/battdat/io/arbin.py +++ b/battdat/io/arbin.py @@ -49,7 +49,7 @@ def read_file(self, file: str, file_number: int = 0, start_cycle: int = 0, # TODO (wardlt): This function should move to post-processing def compute_state(x): if abs(x) < 1e-6: - return ChargingState.hold + return ChargingState.rest return ChargingState.charging if x > 0 else ChargingState.discharging df_out['state'] = df_out['current'].apply(compute_state) diff --git a/battdat/io/maccor.py b/battdat/io/maccor.py index 0eff245..8269104 100644 --- a/battdat/io/maccor.py +++ b/battdat/io/maccor.py @@ -96,7 +96,7 @@ def _parse_time(time: str) -> float: df_out['time'] = df['DPt Time'].apply(_parse_time) # 0 is rest, 1 is charge, -1 is discharge - df_out.loc[df_out['state'] == 'R', 'state'] = ChargingState.hold + df_out.loc[df_out['state'] == 'R', 'state'] = ChargingState.rest df_out.loc[df_out['state'] == 'C', 'state'] = ChargingState.charging df_out.loc[df_out['state'] == 'D', 'state'] = ChargingState.discharging df_out.loc[df_out['state'].apply(lambda x: x not in {'R', 'C', 'D'}), 'state'] = ChargingState.unknown diff --git a/battdat/postprocess/tagging.py b/battdat/postprocess/tagging.py index d73c7d9..8d7f6d7 100644 --- a/battdat/postprocess/tagging.py +++ b/battdat/postprocess/tagging.py @@ -43,11 +43,11 @@ def enhance(self, df: pd.DataFrame): ind = cycle.index.values state = cycle['state'].values - if len(ind) < 5 and state[0] == ChargingState.hold: + if len(ind) < 5 and state[0] == ChargingState.rest: # if there's a very short rest (less than 5 points) # we label as "anomalous rest" df.loc[ind, 'method'] = ControlMethod.short_rest - elif state[0] == ChargingState.hold: + elif state[0] == ChargingState.rest: # if there are 5 or more points it's a # standard "rest" df.loc[ind, 'method'] = ControlMethod.rest diff --git a/tests/postprocess/test_tagging.py b/tests/postprocess/test_tagging.py index ab4efd3..6a30492 100644 --- a/tests/postprocess/test_tagging.py +++ b/tests/postprocess/test_tagging.py @@ -16,13 +16,13 @@ def synthetic_data() -> BatteryDataset: # Make the segments rest_v = [3.5] * 16 rest_i = [0.] * 16 - rest_s = [ChargingState.hold] * 16 + rest_s = [ChargingState.rest] * 16 discharge_v = np.linspace(3.5, 3.25, 16) discharge_i = [-0.125] * 16 discharge_s = [ChargingState.discharging] * 16 shortrest_v = [3.25] * 4 shortrest_i = [0] * 4 - shortrest_s = [ChargingState.hold] * 4 + shortrest_s = [ChargingState.rest] * 4 shortnon_v = [3.25] * 4 shortnon_i = [-0.1] * 4 shortnon_s = [ChargingState.discharging] * 4 @@ -105,10 +105,10 @@ def test_state_detection(synthetic_data): AddState().enhance(data=raw_data) # assert False, len(synthetic_data.raw_data) - assert (raw_data['state'].iloc[:16] == ChargingState.hold).all(), raw_data['state'].iloc[:16] + assert (raw_data['state'].iloc[:16] == ChargingState.rest).all(), raw_data['state'].iloc[:16] assert (raw_data['state'].iloc[16:32] == ChargingState.discharging).all(), raw_data['state'].iloc[16:32].to_numpy() - assert (raw_data['state'].iloc[32:36] == ChargingState.hold).all() + assert (raw_data['state'].iloc[32:36] == ChargingState.rest).all() assert (raw_data['state'].iloc[36:40] == ChargingState.discharging).all() assert (raw_data['state'].iloc[40:48] == ChargingState.charging).all() - assert (raw_data['state'].iloc[48:52] == ChargingState.hold).all() + assert (raw_data['state'].iloc[48:52] == ChargingState.rest).all() assert (raw_data['state'].iloc[52:] == ChargingState.charging).all() From d2ee15931491173af0efa3ced0806f0acd81ce0d Mon Sep 17 00:00:00 2001 From: victorventuri Date: Tue, 12 Aug 2025 14:30:06 -0500 Subject: [PATCH 04/10] Changing the way we assign basic control methods The way to assign the simpler control methods is more streamlined. Short rests are tied only to their duration, independently of how many data points are present. Other short steps are classified as either pulses if they have >=5 data points, or short non-rests, in case there are <5 data points. Non-rest steps that last longer than 30 seconds but have fewer than 5 datapoints are considered unknown control method. --- battdat/postprocess/tagging.py | 31 +++++++++++++++++-------------- battdat/schemas/column.py | 11 +++++++---- 2 files changed, 24 insertions(+), 18 deletions(-) diff --git a/battdat/postprocess/tagging.py b/battdat/postprocess/tagging.py index 8d7f6d7..e896be1 100644 --- a/battdat/postprocess/tagging.py +++ b/battdat/postprocess/tagging.py @@ -43,23 +43,26 @@ def enhance(self, df: pd.DataFrame): ind = cycle.index.values state = cycle['state'].values - if len(ind) < 5 and state[0] == ChargingState.rest: - # if there's a very short rest (less than 5 points) - # we label as "anomalous rest" - df.loc[ind, 'method'] = ControlMethod.short_rest + if t[-1] - t[0] < 30: + # The step is shorter than 30 seconds + if state[0] == ChargingState.rest: + # If the step is a rest, we label it as a short rest + df.loc[ind, 'method'] = ControlMethod.short_rest + elif len(ind) < 5: + # The step contains fewer than 5 data points, so it is innapropriate to label it as anything + # definitive other than a short non-rest + df.loc[ind, 'method'] = ControlMethod.short_nonrest + else: + # The step is a pulse + df.loc[ind, 'method'] = ControlMethod.pulse elif state[0] == ChargingState.rest: - # if there are 5 or more points it's a - # standard "rest" + # This is a standard rest, which lasts longer than 30 seconds df.loc[ind, 'method'] = ControlMethod.rest elif len(ind) < 5: - # if it's a charge or discharge and there - # are fewer than 5 points it is an - # "anomalous charge or discharge" - df.loc[ind, 'method'] = ControlMethod.short_nonrest - elif t[-1] - t[0] < 30: - # if the step is less than 30 seconds - # index as "pulse" - df.loc[ind, 'method'] = ControlMethod.pulse + # The step spans over 30 seconds, but has fewer than 5 data points, rendering inadequate for control + # method determination + df.loc[ind, 'method'] = ControlMethod.unknown + else: # Normalize the voltage and current before determining which one moves "more" for x in [voltage, current]: diff --git a/battdat/schemas/column.py b/battdat/schemas/column.py index c2d2a50..cc26e9b 100644 --- a/battdat/schemas/column.py +++ b/battdat/schemas/column.py @@ -20,19 +20,22 @@ class ControlMethod(str, Enum): """Method used to control battery during a certain step""" short_rest = "short_rest" - """A very short rest period. Defined as a step with 4 or fewer measurements with near-zero current""" + """A very short rest period. Defined as a step with with near-zero current lasting for less than 30 seconds.""" rest = "rest" """An extended period of neither charging nor discharging""" short_nonrest = "short_nonrest" - """A very short period of charging or discharging. Defined as a step with 4 or fewer measurements with at least one non-zero current.""" + """A very short period of charging or discharging. + Defined as a step lasting for less than 30 seconds with a non-zero current, but with fewer than 5 data points.""" + pulse = "pulse" + """A short period of a large current lasting for less than 30 seconds. Must contain at least 5 data points.""" constant_current = "constant_current" """A step where the current is held constant""" constant_voltage = "constant_voltage" """A step where the voltage is held constant""" constant_power = "constant_power" """A step where the power is held constant""" - pulse = "pulse" - """A short period of a large current""" + unknown = "unknown" + """A step where the control method is not known""" other = "other" From e212ff55cd27999e8d09526cb39a038a1c6fa699 Mon Sep 17 00:00:00 2001 From: victorventuri Date: Tue, 12 Aug 2025 15:51:44 -0500 Subject: [PATCH 05/10] style fix --- battdat/postprocess/tagging.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/battdat/postprocess/tagging.py b/battdat/postprocess/tagging.py index e896be1..cbe97e9 100644 --- a/battdat/postprocess/tagging.py +++ b/battdat/postprocess/tagging.py @@ -43,7 +43,7 @@ def enhance(self, df: pd.DataFrame): ind = cycle.index.values state = cycle['state'].values - if t[-1] - t[0] < 30: + if t[-1] - t[0] < 30: # The step is shorter than 30 seconds if state[0] == ChargingState.rest: # If the step is a rest, we label it as a short rest From 30cd58893011ca38457339d0229e9b9c9ee152b1 Mon Sep 17 00:00:00 2001 From: victorventuri Date: Tue, 12 Aug 2025 18:06:12 -0500 Subject: [PATCH 06/10] Allowing user to specify max duration of short period When computing the control method, we now allow the user to specify what they wish to consider is a short enough period to be classified as short rest, pulse, or short non-rest. That value defaults to 30 seconds, as originally intended. --- battdat/postprocess/tagging.py | 13 +++++++++++-- 1 file changed, 11 insertions(+), 2 deletions(-) diff --git a/battdat/postprocess/tagging.py b/battdat/postprocess/tagging.py index cbe97e9..c314d66 100644 --- a/battdat/postprocess/tagging.py +++ b/battdat/postprocess/tagging.py @@ -24,8 +24,17 @@ class AddMethod(RawDataEnhancer): of these points then assigning regions to constant voltage or current if one varied more than twice the other. """ + def __init__(self, short_period_threshold: float = 30.0): + """ + Args: + short_period_threshold: Maximum duration of a step to be considered a short step, in seconds + """ + self.short_period_threshold = short_period_threshold + + @property + def column_names(self) -> List[str]: + return ['method'] - column_names = ['method'] def enhance(self, df: pd.DataFrame): # Insert a new column into the dataframe, starting with everything marked as other @@ -43,7 +52,7 @@ def enhance(self, df: pd.DataFrame): ind = cycle.index.values state = cycle['state'].values - if t[-1] - t[0] < 30: + if t[-1] - t[0] < self.short_period_threshold: # The step is shorter than 30 seconds if state[0] == ChargingState.rest: # If the step is a rest, we label it as a short rest From 2464f8ac1c4b2fa0cd750cdbea215b886e79bf2f Mon Sep 17 00:00:00 2001 From: victorventuri Date: Tue, 12 Aug 2025 18:07:47 -0500 Subject: [PATCH 07/10] Additional explanation to ControlMethod schema Included additional explanation for some of the pre-specified control methods. --- battdat/schemas/column.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/battdat/schemas/column.py b/battdat/schemas/column.py index cc26e9b..d27b0f6 100644 --- a/battdat/schemas/column.py +++ b/battdat/schemas/column.py @@ -20,14 +20,17 @@ class ControlMethod(str, Enum): """Method used to control battery during a certain step""" short_rest = "short_rest" - """A very short rest period. Defined as a step with with near-zero current lasting for less than 30 seconds.""" + """A very short rest period. + Defined as a step with with near-zero current lasting for a short period of time, which defaults to 30 seconds.""" rest = "rest" """An extended period of neither charging nor discharging""" short_nonrest = "short_nonrest" """A very short period of charging or discharging. - Defined as a step lasting for less than 30 seconds with a non-zero current, but with fewer than 5 data points.""" + Defined as a step with a non-zero current lasting for a short period of time (defaults to 30 seconds), but with + fewer than 5 data points.""" pulse = "pulse" - """A short period of a large current lasting for less than 30 seconds. Must contain at least 5 data points.""" + """A short period of a large current lasting for a short period of time, which defaults to 30 seconds. + Must contain at least 5 data points.""" constant_current = "constant_current" """A step where the current is held constant""" constant_voltage = "constant_voltage" From d85d7ee749f61c3df8dd208528256b879bfbeea3 Mon Sep 17 00:00:00 2001 From: victorventuri Date: Tue, 12 Aug 2025 18:13:41 -0500 Subject: [PATCH 08/10] StateOfCharge Enhancer considers coulombic efficiency Now, the StateOfCharge RawDataEnhancer takes into account Coulombic Efficiency, and outputs a third column to the raw dataframe, that of the CE adjusted charge, meaning, the actual charge in the battery, rather than the one observed by the cycler. It defaults to 1.0 (100% efficiency), so, by default, this new column is equivalent to the `'cycled_charge'` column. --- battdat/postprocess/integral.py | 56 ++++++++++++++---- .../resistor-only_complex-cycling.ipynb | 8 +-- .../resistor-only_simple-cycling.ipynb | 8 +-- ...esistor-complex-charge_from-discharged.hdf | Bin 27414 -> 27414 bytes .../raw_data.parquet | Bin 49059 -> 49050 bytes ...-resistor-constant-charge_from-charged.hdf | Bin 24512 -> 24512 bytes ...sistor-constant-charge_from-discharged.hdf | Bin 24517 -> 24517 bytes tests/postprocess/test_integral.py | 8 +-- 8 files changed, 58 insertions(+), 22 deletions(-) diff --git a/battdat/postprocess/integral.py b/battdat/postprocess/integral.py index 51d0623..00df112 100644 --- a/battdat/postprocess/integral.py +++ b/battdat/postprocess/integral.py @@ -56,7 +56,7 @@ def __init__(self, reuse_integrals: bool = True): """ Args: - reuse_integrals: Whether to reuse the ``cycle_capacity`` and ``cycle_energy`` if they are available + reuse_integrals: Whether to reuse the ``cycled_charge`` and ``cycled_energy`` if they are available """ self.reuse_integrals = reuse_integrals @@ -87,9 +87,9 @@ def _summarize(self, raw_data: pd.DataFrame, cycle_data: pd.DataFrame): continue # Perform the integration - if self.reuse_integrals and 'cycle_energy' in cycle_subset.columns and 'cycle_capacity' in cycle_subset.columns: - capacity_change = cycle_subset['cycle_capacity'].values * 3600 # To A-s - energy_change = cycle_subset['cycle_energy'].values * 3600 # To J + if self.reuse_integrals and 'cycled_energy' in cycle_subset.columns and 'cycled_charge' in cycle_subset.columns: + capacity_change = cycle_subset['cycled_charge'].values * 3600 # To A-s + energy_change = cycle_subset['cycled_energy'].values * 3600 # To J else: capacity_change = cumulative_trapezoid(cycle_subset['current'], x=cycle_subset['test_time']) energy_change = cumulative_trapezoid(cycle_subset['current'] * cycle_subset['voltage'], x=cycle_subset['test_time']) @@ -132,12 +132,45 @@ class StateOfCharge(RawDataEnhancer): The energy change is determined by integrating the product of current and voltage. - Output dataframe has 2 new columns: - - ``cycle_capacity``: Amount of charge charged since the beginning of the cycle, in A-hr - - ``cycle_energy``: Amount of energy charged since the beginning of the cycle, in J + Output dataframe has 3 new columns: + - ``cycled_charge``: Amount of observed charge cycled since the beginning of the cycle, in A-hr + - ``cycled_energy``: Amount of observed energy cycled since the beginning of the cycle, in W-hr + - ``CE_charge``: Amount of charge in the battery relative to the beginning of the cycle, accounting for Coulombic + Efficiency, in A-hr """ + def __init__(self, coulombic_efficiency: float = 1.0): + """ + Args: + coulombic_efficiency: Coulombic efficiency to use when computing the state of charge + """ + self.coulombic_efficiency = coulombic_efficiency - column_names = ['cycle_capacity', 'cycle_energy'] + @property + def coulombic_efficiency(self) -> float: + return self._ce + + @coulombic_efficiency.setter + def coulombic_efficiency(self, value: float): + if value < 0 or value > 1: + raise ValueError('Coulombic efficiency must be between 0 and 1') + self._ce = value + + @property + def column_names(self) -> List[str]: + return ['cycled_charge', 'cycled_energy', 'CE_charge'] + + def _get_CE_adjusted_curr(self, current: np.ndarray) -> np.ndarray: + """Adjust the current based on the coulombic efficiency + + Args: + current: Current array in A + + Returns: + Adjusted current array in A + """ + adjusted_current = current.copy() + adjusted_current[current > 0] *= self.coulombic_efficiency + return adjusted_current def enhance(self, data: pd.DataFrame): # Add columns for the capacity and energy @@ -153,9 +186,12 @@ def enhance(self, data: pd.DataFrame): cycle_subset = ordered_copy.iloc[start_ind:stop_ind] # Perform the integration + ce_adj_curr = self._get_CE_adjusted_curr(cycle_subset['current'].to_numpy()) capacity_change = cumulative_trapezoid(cycle_subset['current'], x=cycle_subset['test_time'], initial=0) + ce_charge = cumulative_trapezoid(ce_adj_curr, x=cycle_subset['test_time'], initial=0) energy_change = cumulative_trapezoid(cycle_subset['current'] * cycle_subset['voltage'], x=cycle_subset['test_time'], initial=0) # Store them in the raw data - data.loc[cycle_subset['index'], 'cycle_capacity'] = capacity_change / 3600 # To A-hr - data.loc[cycle_subset['index'], 'cycle_energy'] = energy_change / 3600 # To W-hr + data.loc[cycle_subset['index'], 'cycled_charge'] = capacity_change / 3600 # To A-hr + data.loc[cycle_subset['index'], 'CE_charge'] = ce_charge / 3600 # To A-hr + data.loc[cycle_subset['index'], 'cycled_energy'] = energy_change / 3600 # To W-hr diff --git a/tests/files/example-data/resistor-only_complex-cycling.ipynb b/tests/files/example-data/resistor-only_complex-cycling.ipynb index 8a76fd7..6d40bbf 100644 --- a/tests/files/example-data/resistor-only_complex-cycling.ipynb +++ b/tests/files/example-data/resistor-only_complex-cycling.ipynb @@ -142,7 +142,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -221,7 +221,7 @@ { "data": { "text/plain": [ - "{'raw_data': WindowsPath('single-resistor-complex-charge_from-discharged/raw_data.parquet')}" + "{'raw_data': PosixPath('single-resistor-complex-charge_from-discharged/raw_data.parquet')}" ] }, "execution_count": 10, @@ -245,7 +245,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "moirae-thev (3.11.10)", "language": "python", "name": "python3" }, @@ -259,7 +259,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.15" + "version": "3.11.10" } }, "nbformat": 4, diff --git a/tests/files/example-data/resistor-only_simple-cycling.ipynb b/tests/files/example-data/resistor-only_simple-cycling.ipynb index 8f1fed5..ca2111e 100644 --- a/tests/files/example-data/resistor-only_simple-cycling.ipynb +++ b/tests/files/example-data/resistor-only_simple-cycling.ipynb @@ -138,7 +138,7 @@ "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -262,7 +262,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -329,7 +329,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "moirae-thev (3.11.10)", "language": "python", "name": "python3" }, @@ -343,7 +343,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.15" + "version": "3.11.10" } }, "nbformat": 4, diff --git a/tests/files/example-data/single-resistor-complex-charge_from-discharged.hdf b/tests/files/example-data/single-resistor-complex-charge_from-discharged.hdf index ac294d235a090437ff26d673e44210ba4a7069e6..f33481cf0d37eecab0d3f48363e8556493435632 100644 GIT binary patch delta 46 ycmbPsjd9vF#tktnj7FPdS(eBGDJCT;b|59Ism{leaAJ1GArVZ!jFd9uhKSx)@Lf6nJ#L&XZz{JYHK+n+F(!j)cv%uVBUPjB!C95_u zGiGmAU+2OvZQ>K+S{dfzYT}>eXaL0JK3T3+{vnPAzU7nK_WCkbZoaa&kI_P*AhD>h wG_^!Gxu8Hdv8X7&T%jzrs5mn}Pr=Yq&p^*W(np4Y0gf2nsW31EI0hL409&9hV*mgE delta 160 zcmbRBpK0-brVZ!jFd9rgKSx)@RM)^X#L&db#L&vvP|w7~)Y#Z!v%uVBUPg<}C95_u zGp27=U+2OvZRiu?Xc*?=YT%z0SmB@LTj7%xXy6y(TjlRKxoxj6WBKMQd;1t2H474p z3QJQ 0).all() - assert np.isclose(first_steps['cycle_energy'], answer / 3600, rtol=1e-3).all() + assert np.isclose(first_steps['cycled_energy'], answer / 3600, rtol=1e-3).all() def test_against_battery_data_gov(file_path): @@ -102,7 +102,7 @@ def test_reuse_integrals(file_path): # Compute the integrals then intentionally increase capacity and energy 2x StateOfCharge().compute_features(example_data) - for c in ['cycle_energy', 'cycle_capacity']: + for c in ['cycled_energy', 'cycled_charge']: example_data.tables['raw_data'][c] *= 2 # Recompute capacity and energy measurements, which should have increased by 2x From 0eb5ff7d9ebe34cfd662b1e8acb4606e2fa71029 Mon Sep 17 00:00:00 2001 From: victorventuri Date: Tue, 12 Aug 2025 18:21:09 -0500 Subject: [PATCH 09/10] style fix --- battdat/postprocess/tagging.py | 1 - 1 file changed, 1 deletion(-) diff --git a/battdat/postprocess/tagging.py b/battdat/postprocess/tagging.py index c314d66..5da1302 100644 --- a/battdat/postprocess/tagging.py +++ b/battdat/postprocess/tagging.py @@ -35,7 +35,6 @@ def __init__(self, short_period_threshold: float = 30.0): def column_names(self) -> List[str]: return ['method'] - def enhance(self, df: pd.DataFrame): # Insert a new column into the dataframe, starting with everything marked as other df['method'] = ControlMethod.other From 771da7cf91c7aed672b6f6a8f3483dd5a88dd831 Mon Sep 17 00:00:00 2001 From: victorventuri Date: Tue, 12 Aug 2025 18:28:37 -0500 Subject: [PATCH 10/10] fixing demo notebook --- .../post-processing/cell-capacity.ipynb | 72 +++++++++++------- .../figures/explain-capacities.png | Bin 147766 -> 138959 bytes 2 files changed, 43 insertions(+), 29 deletions(-) diff --git a/docs/user-guide/post-processing/cell-capacity.ipynb b/docs/user-guide/post-processing/cell-capacity.ipynb index 700e504..798d844 100644 --- a/docs/user-guide/post-processing/cell-capacity.ipynb +++ b/docs/user-guide/post-processing/cell-capacity.ipynb @@ -95,7 +95,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -109,8 +109,8 @@ "\n", "for axs, data, label in zip(axxs.T, [from_charged, from_discharged], ['Charged', 'Discharged']):\n", " axs[0].set_title(f'From {label}', fontsize=10)\n", - " axs[0].plot(data.raw_data['test_time'], data.raw_data['cycle_energy'])\n", - " axs[1].plot(data.raw_data['test_time'], data.raw_data['cycle_capacity'])\n", + " axs[0].plot(data.raw_data['test_time'], data.raw_data['cycled_energy'])\n", + " axs[1].plot(data.raw_data['test_time'], data.raw_data['cycled_charge'])\n", "\n", "axxs[0, 0].set_ylabel('$\\Delta$Energy (W-hr)')\n", "axxs[1, 0].set_ylabel('$\\Delta$Capacity (A-hr)')\n", @@ -171,7 +171,7 @@ "outputs": [ { "data": { - "image/png": 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", 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" ] @@ -188,8 +188,8 @@ "\n", " # Start with the changes over time\n", " axs[0].set_title(f'From {label}', fontsize=10)\n", - " axs[0].plot(data.raw_data['test_time'], data.raw_data['cycle_energy'])\n", - " axs[1].plot(data.raw_data['test_time'], data.raw_data['cycle_capacity'])\n", + " axs[0].plot(data.raw_data['test_time'], data.raw_data['cycled_energy'])\n", + " axs[1].plot(data.raw_data['test_time'], data.raw_data['cycled_charge'])\n", "\n", " # Annotate the capacities/energies\n", " row = data.cycle_stats.iloc[0]\n", @@ -264,7 +264,7 @@ }, { "data": { - "image/png": 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+ "image/png": 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5c2e5MW18fDwVFhbS22+/7e7meTRkQ4AZKRG44uLi5M2iY8eOlJqaSsuWLas1cJWWlsqbRX5+Punq3OVCKiotd3czAPQZKlYnLy+PmjdvXusx8+bNo8DAQOstLCyMdNO0YX35NaeojE5mXZXfBzb4/TEAVXkJBa8D4T0d+/fvL3tbPGR0pMfFwYuDXkBAAOmA//duOHSRLuaWyPuN/X1obJ9QauKP4AWehT+f3MGw5/Pp1qHiSy+9RAsWLKj1mGPHjlGXLl2s9y9cuCCHjePHj681aDE/Pz950/2SnzF92ri7GQDm6XFlZ2fT5cuXaz2G57N8fX3l9xcvXqTo6GgaNGgQrVy5kry9vV0W0QGgbinT4woKCpI3e3BPa/jw4XKIuGLFCoeDFgCYhxKrihy0uKfVvn17Oa/FPTWL4OBgt7YNAOqeEoFr69atckKeb23btrV5zpGRruVYndMiADyV5XNpz2dayVXFm3X+/HktUyIAVJKenn5dB0XrwMXZ9zzB36RJk1oL7FnSJvgXaNZJfJyjeeSb5Dw5FBUUFFBoaOgN57CVGCo6C/8ybhTJjfhNoPIbwR44R/MIMMF58qqiPbA0BwDKQeACAOUgcFWDs+25bI6Zs+5xjubhp8l5ajs5DwDmgB4XACgHgQsAlIPABQDKQeACAOUgcFUjMTGROnToQP7+/nTHHXfQTz/9RJ6IK7wOGDBAXgnQqlUrGjt2rCxpbVRSUkLTp0+nFi1aUOPGjWncuHGUmZlpc8y5c+fo3nvvpYYNG8rXeeGFF6i83LbM844dO6hfv35y5Yrr/nNZIXeYP3++vOrh6aefNtU5ciGBiRMnynPgDWF69uxJ+/fvtz7Pa2hz586lkJAQ+fzIkSPp5MmTNq9x5coVmjBhgkxCbdq0qdxg5urV36veWqSkpNCdd94p39ucbb9w4UJSEq8qwh/WrFkjfH19xSeffCKOHDki4uPjRdOmTUVmZqbwNKNHjxYrVqwQhw8fFr/88ou45557RLt27cTVq1etxzz++OMiLCxMbNu2Tezfv18MGjRIREVFWZ8vLy8XPXr0ECNHjhQHDx4UmzZtEi1bthSzZ8+2HnPq1CnRsGFD8eyzz4qjR4+KJUuWiHr16onNmzfX6fn+9NNPokOHDqJXr17iqaeeMs05XrlyRbRv315MmTJF/Pjjj7ItW7ZsEWlpadZj5s+fLwIDA8W6devEoUOHxAMPPCDCw8NFcXGx9Zi4uDjRu3dvkZycLHbv3i06d+4sHnnkEevzeXl5onXr1mLChAnyPfPll1+KBg0aiA8++ECoBoGrioEDB4rp06db71dUVIjQ0FAxb9484emysrI4tUXs3LlT3s/NzRX169cXX3/9tfWYY8eOyWP27t0r7/OH2NvbW2RkZFiPWbZsmQgICBClpaXy/qxZs0T37t1tftbDDz8sA2ddKSgoEBEREWLr1q3irrvusgYuM5zjiy++KIYOHVrj85WVlSI4OFi89dZb1sdyc3OFn5+fDD6Mgy2f8759+6zHfPvtt8LLy0tcuHBB3l+6dKlo1qyZ9ZwtPzsyMlKoBkNFA96n8cCBA7Ibbry+ke/v3buXPB1XjmSWTUT4XMrKymzOh8tgt2vXzno+/JWHJa1bt7YeM3r0aHnh7pEjR6zHGF/Dckxd/k54KMhDvartMMM5btiwgW6//XZZjpyHsX379qXly5dbnz99+jRlZGTYtC8wMFBOYxjPkYeH/DoWfDy/f3/88UfrMcOGDbNWFLacI08v5OTkkEoQuAx+++03qqiosHmDM77PbxxPr3zB8z5DhgyhHj16yMe4zfwm5Td0TefDX6s7X8tztR3DH/zi4mJytTVr1tDPP/8s5/SqMsM5njp1Sm61FxERQVu2bKGEhAR68skn6dNPP7VpY23vy4yMDBn0jHx8fOQfMUd+D6rQqjqEmXGPhDfK3bNnD5kJl2p56qmnZDFJnlA2I/6jwz2lN998U97nHhf/v3z//fdp8uTJ7m6eR0KPy6Bly5ZUr16961ak+L4nl4ieMWMGbdy4kZKSkmzK9nCbefibm5tb4/nw1+rO1/Jcbcfw6hWvcLkSDwWzsrLkah/3IPi2c+dOevfdd+X33GNQ/Rx5pbBbt242j3Xt2lWuhBrbWNv7Mjg4WP6ejHjVlFcaHfk9qAKBy4CHHLwZx7Zt22z+GvL9wYMHk6fhxRUOWmvXrqXt27dTeHi4zfN8LvXr17c5H57P4A+E5Xz463//+1+bNz33bvgDa/kw8THG17AcUxe/k5iYGNm+X375xXrj3gkv+1u+V/0ceXhfNY3lxIkTco8Fxv9fObAY25efny/nroznyMGbA70Fvyf4/ctzYZZjdu3aJecEjecYGRlJzZo1I6W4e3XAE9MheLVm5cqVcqXmr3/9q0yHMK5IeYqEhAS5RL5jxw5x6dIl662oqMgmVYBTJLZv3y5TBQYPHixvVVMFYmNjZUoFL/8HBQVVmyrwwgsvyBW7xMREt6RDWBhXFc1wjpzm4ePjI/7xj3+IkydPis8//1y2ZfXq1TbpEPw+XL9+vUhJSRFjxoypNh2ib9++MqViz549chXWmA7BK5GcDjFp0iSZDsHvdf45SIcwCc7h4Q8C53NxegTnxXgi/rtT3Y1zuyz4jf3EE0/IZXB+kz744IMyuBmdOXNG3H333TKnh/ObnnvuOVFWVmZzTFJSkujTp4/8nXTs2NHmZ7g7cJnhHP/973/L4Mp/NLt06SI+/PDD61IiXnnlFRl4/Pz8RExMjEhNTbU55vLlyzJQNW7cWKZ6TJ06VaaRGHEOGKde8Gu0adNGBkQVoawNACgHc1wAoBwELgBQDgIXACgHgQsAlIPABQDKQeACAOUgcAGAchC4AEA5CFxQ56ZMmSLLTLvLpEmTrJUYbuQvf/kLLVq0yOVtAscgcx6ciuvB14Z3XH7mmWfkBeJVa2jVhUOHDtGIESPo7Nmzsj79jXB5GS6+x8X8uHgfeAYELnAqY0G6r776Sm7wYKx8wMHCnoDhKtOmTZPlcLjWlb14QxLuJXLNM/AMGCqCU3H5FcuNeyjcAzM+xkGr6lAxOjqaZs6cKSu4cnkVrrHFpYsLCwtp6tSpchcj3nXn22+/va43dPfdd8vX5H/DQ0CuYlsTrm77z3/+k+6//36bx5cuXSqrj3KhQn6dP//5zzbP8/FchRU8BwIXeAQuU8yFHHkrOA5iXL6Ya7BHRUXJss2xsbEyMBUVFcnjufYUD/m4Wihv47V582ZZFO+hhx6q8Wfw1lxcl99Yl53/LZdJfv3112XPkF+Hh4ZGAwcOlO0qLS114W8AHOLu8hRgXlwWhuuFVTV58mRZT8pYpsa4yw3Xz2rUqJGsG2XBZWqMO/f8/e9/l/W1jNLT0+UxVcu9WKxdu1bW2OISMRb/+te/ZAmY/Pz8Gs+DS8Hw63JpHPAM6HGBR+jVq5f1ey6fzRuj8s48VTd1sFQx5Ul2LlVtmTPjG+/uw3799ddqfwZvesGbvRoXEEaNGiUrjXbs2FH26D7//HNrr87CUrq56uPgPghc4BG4/LIRBxfjY5Zgw6WIGe/QzHNPxpLOfOPdnasO9Sx4KMrBh2vUW/D8GQ9Fv/zyS1n7nRcTevfubVPDnuu2s6CgICefNdwsBC5QEm+ewXsidujQQU7cG2+NGjWq9t/06dNHfj169KjN47zKyHsQ8nb0PA925swZWa/duAjAm5Bw4APPgMAFSuLUBO4JPfLII7Rv3z45POQ9CXkVklcPq8M9Jg54xi3ceHck3jGIe2uc27Vq1SrZq+MNJCx2794tFwfAcyBwgZJCQ0Pp+++/l0GKgwrPh3E6BSe18u7NteVx8TyWBR//zTffyBVK3hKM87t42Ni9e3f5fElJCa1bt47i4+Pr5LzAPkhABa3wBD33pjg51p6tx3iHad7+7bvvvquT9oF90OMCrfAKIQ8Ha0tUNeIFgiVLlri8XeAY9LgAQDnocQGAchC4AEA5CFwAoBwELgBQDgIXACgHgQsAlIPABQDKQeACAOUgcAEAqeb/Ac7GAbbT7DweAAAAAElFTkSuQmCC", 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" ] @@ -308,7 +308,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -320,8 +320,8 @@ "source": [ "fig, axs = plt.subplots(2, 1, sharex=True, sharey='row', figsize=(3., 3.3))\n", "\n", - "axs[0].plot(complex_cyc.raw_data['test_time'], complex_cyc.raw_data['cycle_energy'])\n", - "axs[1].plot(complex_cyc.raw_data['test_time'], complex_cyc.raw_data['cycle_capacity'])\n", + "axs[0].plot(complex_cyc.raw_data['test_time'], complex_cyc.raw_data['cycled_energy'])\n", + "axs[1].plot(complex_cyc.raw_data['test_time'], complex_cyc.raw_data['cycled_charge'])\n", "\n", "axs[0].set_ylabel('$\\Delta$Energy (W-hr)')\n", "axs[1].set_ylabel('$\\Delta$Capacity (A-hr)')\n", @@ -371,6 +371,7 @@ " capacity_charge\n", " energy_discharge\n", " capacity_discharge\n", + " max_cycled_capacity\n", " \n", " \n", " \n", @@ -381,6 +382,7 @@ " 1.0\n", " 2.398389\n", " 0.999444\n", + " 1.0\n", " \n", " \n", "\n", @@ -390,8 +392,8 @@ " cycle_number energy_charge capacity_charge energy_discharge \\\n", "0 0 2.62234 1.0 2.398389 \n", "\n", - " capacity_discharge \n", - "0 0.999444 " + " capacity_discharge max_cycled_capacity \n", + "0 0.999444 1.0 " ] }, "execution_count": 13, @@ -435,6 +437,7 @@ " capacity_charge\n", " energy_discharge\n", " capacity_discharge\n", + " max_cycled_capacity\n", " \n", " \n", " \n", @@ -445,6 +448,7 @@ " 1.0\n", " 2.397584\n", " 0.999167\n", + " 1.0\n", " \n", " \n", "\n", @@ -454,8 +458,8 @@ " cycle_number energy_charge capacity_charge energy_discharge \\\n", "0 0 2.600084 1.0 2.397584 \n", "\n", - " capacity_discharge \n", - "0 0.999167 " + " capacity_discharge max_cycled_capacity \n", + "0 0.999167 1.0 " ] }, "execution_count": 14, @@ -525,7 +529,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -544,7 +548,7 @@ "\n", "ax = axs[1]\n", "# Plot the cycle capacity\n", - "ax.plot(d['test_time'] / 3600, d['cycle_capacity'] * 1000)\n", + "ax.plot(d['test_time'] / 3600, d['cycled_charge'] * 1000)\n", "\n", "# Mark where cycles start\n", "cycle_start = d.drop_duplicates('cycle_number', keep='first')[['test_time', 'cycle_number']]\n", @@ -580,7 +584,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\lward\\Work\\ROVI\\battery-data-toolkit\\battdat\\postprocess\\integral.py:101: UserWarning: Unable to clearly detect if battery started charged or discharged in cycle 6. Amount discharged is -0.00e+00 A-s, charged is 0.00e+00 A-s\n", + "/Users/vventuri/Library/CloudStorage/Dropbox/Argonne/Code/battery-data-toolkit/battdat/postprocess/integral.py:104: UserWarning: Unable to clearly detect if battery started charged or discharged in cycle 6. Amount discharged is -0.00e+00 A-s, charged is 0.00e+00 A-s\n", " warnings.warn(f'Unable to clearly detect if battery started charged or discharged in cycle {cyc}. '\n" ] }, @@ -610,6 +614,7 @@ " capacity_charge\n", " energy_discharge\n", " capacity_discharge\n", + " max_cycled_capacity\n", " \n", " \n", " \n", @@ -620,6 +625,7 @@ " 0.000717\n", " 0.002256\n", " 0.000717\n", + " 0.000717\n", " \n", " \n", " 1\n", @@ -628,6 +634,7 @@ " 0.021868\n", " 0.080789\n", " 0.021868\n", + " 0.021868\n", " \n", " \n", " 2\n", @@ -636,6 +643,7 @@ " 0.010596\n", " 0.037928\n", " 0.010596\n", + " 0.010596\n", " \n", " \n", " 3\n", @@ -644,6 +652,7 @@ " 0.011212\n", " 0.045825\n", " 0.011212\n", + " 0.019637\n", " \n", " \n", " 4\n", @@ -652,6 +661,7 @@ " 0.036539\n", " 0.129641\n", " 0.036539\n", + " 0.036539\n", " \n", " \n", " 5\n", @@ -660,6 +670,7 @@ " 0.007866\n", " 0.028810\n", " 0.007866\n", + " 0.008877\n", " \n", " \n", " 6\n", @@ -668,6 +679,7 @@ " 0.000000\n", " 0.000000\n", " 0.000000\n", + " 0.000000\n", " \n", " \n", " 7\n", @@ -676,6 +688,7 @@ " 0.009474\n", " 0.033207\n", " 0.009474\n", + " 0.009474\n", " \n", " \n", " 8\n", @@ -684,6 +697,7 @@ " 0.018946\n", " 0.069243\n", " 0.019008\n", + " 0.019008\n", " \n", " \n", "\n", @@ -701,16 +715,16 @@ "7 7 0.033207 0.009474 0.033207 \n", "8 8 0.070728 0.018946 0.069243 \n", "\n", - " capacity_discharge \n", - "0 0.000717 \n", - "1 0.021868 \n", - "2 0.010596 \n", - "3 0.011212 \n", - "4 0.036539 \n", - "5 0.007866 \n", - "6 0.000000 \n", - "7 0.009474 \n", - "8 0.019008 " + " capacity_discharge max_cycled_capacity \n", + "0 0.000717 0.000717 \n", + "1 0.021868 0.021868 \n", + "2 0.010596 0.010596 \n", + "3 0.011212 0.019637 \n", + "4 0.036539 0.036539 \n", + "5 0.007866 0.008877 \n", + "6 0.000000 0.000000 \n", + "7 0.009474 0.009474 \n", + "8 0.019008 0.019008 " ] }, "execution_count": 18, @@ -733,7 +747,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "moirae-thev (3.11.10)", "language": "python", "name": "python3" }, @@ -747,7 +761,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": 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