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new file mode 100644 index 0000000..5ab3949 Binary files /dev/null and b/Images/Datavis/V1_Measurements/with_ims_noise.png differ diff --git a/Images/Datavis/example_peak.png b/Images/Datavis/example_peak.png new file mode 100644 index 0000000..b347535 Binary files /dev/null and b/Images/Datavis/example_peak.png differ diff --git a/Images/Datavis/example_spectrum.png b/Images/Datavis/example_spectrum.png new file mode 100644 index 0000000..a817bb0 Binary files /dev/null and b/Images/Datavis/example_spectrum.png differ diff --git a/Images/Datavis/generate_plot.py b/Images/Datavis/generate_plot.py index fadc2d4..2b8d403 100644 --- a/Images/Datavis/generate_plot.py +++ b/Images/Datavis/generate_plot.py @@ -260,6 +260,25 @@ def plot_lt_sweep(fig, plot_config, plot_data): decorate_ax(ax, plot_config); +def perform_x_adjustment(plot_data, plot_config): + if(not ('x_key' in plot_config)): + return; + + print("Adjusting X scaling // offset"); + + x_rescale = plot_config.get('xrescale', 1); + x_shift = plot_config.get('xshift', 0); + + for step in plot_data['steps']: + x_data = step[plot_config['x_key']] + + new_x_data = [] + + for datapoint in x_data: + new_x_data.append(datapoint*x_rescale + x_shift) + + step[plot_config['x_key']] = new_x_data + def perform_bandwidth_normalization(plot_data, plot_config): print("Normalizing bandwidth for all steps...") @@ -285,7 +304,7 @@ def perform_peak_normalization(plot_data, plot_config): y_max = max(y_data) y_min = min(y_data) - scaling_factor = 0.1 + 0.9*(y_max if (y_max > (-y_min)) else y_min) + scaling_factor = 0.05 + 0.95*(y_max if (y_max > (-y_min)) else y_min) for datapoint in y_data: new_y_data.append(datapoint / scaling_factor) @@ -299,7 +318,7 @@ def perform_offset_removal(plot_data, plot_config): y_data = step[plot_config['y_key']] new_y_data = [] - offset_value = np.percentile(y_data, 30) * 0.8 + offset_value = np.percentile(y_data, 30) * 0.9 for datapoint in y_data: new_y_data.append(datapoint - offset_value) @@ -308,6 +327,8 @@ def perform_offset_removal(plot_data, plot_config): def perform_processing_step(data_process_step, plot_data, plot_config): + perform_x_adjustment(plot_data, plot_config); + if(data_process_step == 'normalize_bandwidth'): perform_bandwidth_normalization(plot_data, plot_config) if(data_process_step == 'remove_offset'): @@ -335,7 +356,7 @@ def generate_plot(plot_config): for data_process_step in plot_config.get('data_processing_steps', []): perform_processing_step(data_process_step, plot_data, plot_config) - fig = plt.figure(figsize=(10, 3.5)); + fig = plt.figure(figsize=(4, 2.8)) #figsize=(10, 3.5)); if(plot_config['type'] == 'lt_sweep'): plot_lt_sweep(fig, plot_config, plot_data); @@ -343,7 +364,7 @@ def generate_plot(plot_config): if(plot_config['type'] == 'single'): plot_single_graph(fig, plot_config, plot_data); - fig.subplots_adjust(0.15, 0.12, 0.96, 0.9) + fig.subplots_adjust(0.19, 0.18, 0.96, 0.9) fig.savefig(os.path.join(YAML_DIR, plot_config['ofile']), dpi=plot_config.get('dpi', 300)); @@ -364,4 +385,4 @@ with open(INPUT_YAML_FILE, "r") as file: for plot in PLOT_CONFIG['plots']: plot = {**PLOT_CONFIG['defaults'], **plot}; - generate_plot(plot); \ No newline at end of file + generate_plot(plot); diff --git a/Images/Datavis/plots.yml b/Images/Datavis/plots.yml index b737944..fff56b3 100644 --- a/Images/Datavis/plots.yml +++ b/Images/Datavis/plots.yml @@ -1,5 +1,5 @@ defaults: - xlabel: Frequenz (Hz) + xlabel: Frequency (Hz) legend_replace: Rf: $R_f$ Cfp: $C_{fp}$ @@ -66,8 +66,8 @@ plots: xscale: linear - xlabel: Zeit (s) - ylabel: Normalisierter Messwert (a.u.) + xlabel: Time (s) + ylabel: Normalized voltage (a.u.) legend_title: TIV linewidth: 1 @@ -92,19 +92,49 @@ plots: xscale: linear - xlabel: Zeit (s) - ylabel: Normalisierter Messwert (a.u.) + xlabel: Time (s) + ylabel: Normalized voltage (a.u.) legend_title: TIV linewidth: 0.8 ofile: IMS Measurements/raw_compare.png + - loadtype: multicsv + load: + GemiTIV: V1_Measurements/V1.1-a1/2M4/HiKe_GemiTIV_DR55_RR65.csv + HighTIME: V1_Measurements/V1.1-a1/2M4/HiKe_HighTIME_DR55_RR65.csv + + load_values: ["drift_time", "amplitude"] + + type: lt_sweep + + data_processing_steps: + - normalize_peak + - remove_offset + - normalize_peak + + y_key: amplitude + x_key: drift_time + + xscale: linear + #xmin: 0.0001 + #xmax: 0.001 + + xrescale: 0.1 + + xlabel: Time (s) + ylabel: Normalized voltage (a.u.) + legend_title: TIV + + linewidth: 0.8 + + ofile: IMS Measurements/hike_raw_compare.png - load: Parasitics/SingleStage_noise_example.txt loadtype: ltspice type: single xlabel: Frequenz (Hz) - ylabel: Rauschlevel ($V/\sqrt{Hz}$) + ylabel: Noise ($V/\sqrt{Hz}$) xformatter: engineering xplaces: 0 @@ -122,9 +152,9 @@ plots: xscale: log ofile: Parasitics/SingleStage_noise_example.png - - load: - 47M N.1: V1_Measurements/V1.1-a1/47M_cap/linearity_1.csv - 47M N.2: V1_Measurements/V1.1-a1/47M_cap/linearity_2.csv + - load: + 47M: V1_Measurements/V1.1-a1/47M_cap/linearity_1.csv + # 47M N.2: V1_Measurements/V1.1-a1/47M_cap/linearity_2.csv loadtype: multicsv load_values: ["Setpoint", "Measurement", "Error"] @@ -136,19 +166,21 @@ plots: xscale: linear yformatter: engineering - yplaces: 1 + yplaces: 0 + + colourmap: default ymax: 0.0025 ymin: -0.0025 - xlabel: Eingangsstrom (nA) - ylabel: Ausgansspannungsfehler (V) + xlabel: Input current (nA) + ylabel: Output voltage error (V) legend_title: TIV ofile: V1_Measurements/V1.1-a1/47M_cap/linearity_error.png - load: - 47M N.1: V1_Measurements/V1.1-a1/47M_cap/linearity_1.csv - 47M N.2: V1_Measurements/V1.1-a1/47M_cap/linearity_2.csv + 47M: V1_Measurements/V1.1-a1/47M_cap/linearity_1.csv + # 47M N.2: V1_Measurements/V1.1-a1/47M_cap/linearity_2.csv loadtype: multicsv load_values: ["Setpoint", "Measurement"] @@ -158,10 +190,12 @@ plots: y_key: Measurement x_key: Setpoint + colourmap: default + xscale: linear - xlabel: Eingangsstrom (nA) - ylabel: Ausgangsspannung (V) + xlabel: Input current (nA) + ylabel: Output voltage (V) legend_title: TIV ofile: V1_Measurements/V1.1-a1/47M_cap/linearity.png @@ -173,8 +207,8 @@ plots: x20: V1_Measurements/V1.1-a1/CascadeSeries/noise_47M_x20.csv x50: V1_Measurements/V1.1-a1/CascadeSeries/noise_47M_x50.csv - ylabel: Rauschlevel ($V/\sqrt{Hz}$) - legend_title: U2A-Verstärkung + ylabel: Noise ($V/\sqrt{Hz}$) + legend_title: U2A-Gain load_values: ["Frequency (Hz)","Trace 1 (VHz)"] @@ -193,11 +227,11 @@ plots: ofile: V1_Measurements/V1.1-a1/CascadeSeries/noises.png - loadtype: multicsv load: - Ungefiltert: V1_Measurements/V1.1-a1/2M4/noise.csv - Gefiltert: V1_Measurements/V1.1-a1/2M4/noise_filt.csv + Unfiltered: V1_Measurements/V1.1-a1/2M4/noise.csv + Filtered: V1_Measurements/V1.1-a1/2M4/noise_filt.csv - ylabel: Rauschlevel ($V/\sqrt{Hz}$) - legend_title: Ausgang + ylabel: Noise ($V/\sqrt{Hz}$) + legend_title: Output load_values: ["Frequency (Hz)","Trace 1 (VHz)"] @@ -215,15 +249,15 @@ plots: ofile: V1_Measurements/V1.1-a1/2M4/noises.png - loadtype: multicsv load: - Ungefiltert: V1_Measurements/V1.1-a1/2M4/bandwith.csv - Gefiltert: V1_Measurements/V1.1-a1/2M4/bandwith_filt.csv + Unfiltered: V1_Measurements/V1.1-a1/2M4/bandwith.csv + Filtered: V1_Measurements/V1.1-a1/2M4/bandwith_filt.csv data_processing_steps: - normalize_bandwidth bandwidth_zero: 160 - ylabel: Verstärkung ($dB\Omega$) - legend_title: Ausgang + ylabel: Gain ($dB\Omega$) + legend_title: Output load_values: ["Frequency (Hz)","Channel 1 Magnitude (dB)"] @@ -249,8 +283,8 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) - legend_title: U2A-Verstärkung + ylabel: Gain ($dB\Omega$) + legend_title: U2A-Gain load_values: ["Frequency (Hz)","Channel 1 Magnitude (dB)"] @@ -272,7 +306,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) legend_title: U2A-Filterkapazität @@ -299,7 +333,7 @@ plots: legend_title: TIV bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) load_values: ["Frequency (Hz)","Channel 1 Magnitude (dB)"] @@ -325,7 +359,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) load_values: ["Frequency (Hz)","Channel 1 Magnitude (dB)"] @@ -361,7 +395,7 @@ plots: ymax: 0.02 ymin: -0.02 - xlabel: Eingangsstrom (nA) + xlabel: Input Current (nA) ylabel: Ausgansspannungsfehler (V) ofile: V1_Measurements/revision_compare_linearity_error.png @@ -371,7 +405,7 @@ plots: 47M V.1: V1_Measurements/noise_47M.csv 47M V.2: V1_Measurements/V1.1-a1/47M_dupes/noise_4K7_nocap.csv - ylabel: Rauschlevel ($V/\sqrt{Hz}$) + ylabel: Noise ($V/\sqrt{Hz}$) legend_title: TIV load_values: ["Frequency (Hz)","Trace 1 (VHz)"] @@ -393,7 +427,7 @@ plots: - load: V1_Measurements/V1.1-a1/47M_cap/noise.csv loadtype: simplecsv - ylabel: Rauschlevel ($V/\sqrt{Hz}$) + ylabel: Noise ($V/\sqrt{Hz}$) load_values: ["Frequency (Hz)","Trace 1 (VHz)"] @@ -422,7 +456,7 @@ plots: 82M: V1_Measurements/V1.1-a1/82M/noise.csv 120M: V1_Measurements/V1.1-a1/120M/noise.csv - ylabel: Rauschlevel ($V/\sqrt{Hz}$) + ylabel: Noise ($V/\sqrt{Hz}$) legend_title: $R_f$ load_values: ["Frequency (Hz)","Trace 1 (VHz)"] @@ -446,7 +480,7 @@ plots: 33pF: V1_Measurements/V1.1-a1/47M_cap/noise.csv 0pF: V1_Measurements/V1.1-a1/47M_dupes/noise_4K7_nocap.csv - ylabel: Rauschlevel ($V/\sqrt{Hz}$) + ylabel: Noise ($V/\sqrt{Hz}$) legend_title: U2B-Filterkapazität load_values: ["Frequency (Hz)","Trace 1 (VHz)"] @@ -472,7 +506,7 @@ plots: 82M: V1_Measurements/V1.1-a1/82M/noise.csv 120M: V1_Measurements/V1.1-a1/120M/noise.csv - ylabel: Rauschlevel ($V/\sqrt{Hz}$) + ylabel: Noise ($V/\sqrt{Hz}$) legend_title: $R_f$ load_values: ["Frequency (Hz)","Trace 2 (VHz)"] @@ -503,7 +537,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) load_values: ["Frequency (Hz)","Channel 1 Magnitude (dB)"] @@ -529,7 +563,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) load_values: ["Frequency (Hz)","Channel 2 Magnitude (dB)"] @@ -550,7 +584,7 @@ plots: "120M": V1_Measurements/noise_120M.csv legend_title: $R_f$ - ylabel: Rauschlevel ($V/\sqrt{Hz}$) + ylabel: Noise ($V/\sqrt{Hz}$) load_values: ["Frequency (Hz)","Trace 1 (VHz)"] @@ -576,7 +610,7 @@ plots: "120M": V1_Measurements/noise_120M.csv legend_title: $R_f$ - ylabel: Rauschlevel ($V/\sqrt{Hz}$) + ylabel: Noise ($V/\sqrt{Hz}$) load_values: ["Frequency (Hz)","Trace 2 (VHz)"] @@ -606,7 +640,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) load_values: ["Frequency (Hz)","Channel 1 Magnitude (dB)"] @@ -628,7 +662,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) load_values: ["Frequency (Hz)","Channel 1 Magnitude (dB)"] @@ -654,7 +688,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) load_values: ["Frequency (Hz)","Channel 2 Magnitude (dB)"] @@ -670,15 +704,15 @@ plots: ofile: V1_Measurements/bandwidth_ch2.png - loadtype: multicsv load: - Ungefiltert: V1_Measurements/bandwidth_47M.csv - Gefiltert: V1_Measurements/bandwidth_47M_filter.csv - legend_title: Ausgang + Unfiltered: V1_Measurements/bandwidth_47M.csv + Filtered: V1_Measurements/bandwidth_47M_filter.csv + legend_title: Output data_processing_steps: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) load_values: ["Frequency (Hz)","Channel 1 Magnitude (dB)"] @@ -710,7 +744,7 @@ plots: xmax: 0.001 - ylabel: Ausgangsspannung (V) + ylabel: Output voltage (V) ofile: V1_Measurements/unshielded_47M.png @@ -731,7 +765,7 @@ plots: xmax: 0.00025 - ylabel: Ausgangsspannung (V) + ylabel: Output voltage (V) ofile: V1_Measurements/V1.0-a1/Instability.png @@ -745,8 +779,8 @@ plots: y_key: Error x_key: Setpoint - xlabel: Eingangsstrom (nA) - ylabel: Ausgangsspannungsfehler (V) + xlabel: Input Current (nA) + ylabel: Output voltagesfehler (V) yformatter: engineering yplaces: 1 @@ -765,8 +799,8 @@ plots: y_key: Measurement x_key: Setpoint - xlabel: Eingangsstrom (nA) - ylabel: Ausgangsspannung (V) + xlabel: Input Current (nA) + ylabel: Output voltage (V) ofile: V1_Measurements/1G_47M_Linearity.png @@ -789,7 +823,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) - load: Parasitics/Rf_series_shielded.txt loadtype: ltspice @@ -806,7 +840,7 @@ plots: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) - load: Parasitics/Examples_R_Cp_RSweep.txt loadtype: ltspice legend_title: $R$ @@ -829,12 +863,12 @@ plots: type: lt_sweep y_key: V(n002) dB - title: Verstärkung bei konstantem $R_f = 1G\Omega$ und varriertem $C_{f}$ + title: Gain bei konstantem $R_f = 1G\Omega$ und varriertem $C_{f}$ data_processing_steps: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) - load: Parasitics/SingleStage_Rf_Sweep.txt loadtype: ltspice step_unit: $\Omega$ @@ -846,12 +880,12 @@ plots: type: lt_sweep y_key: V(n002) dB - title: Verstärkung bei konstantem $C_{f} = 100fF$ und varriertem $R_{f}$ + title: Gain bei konstantem $C_{f} = 100fF$ und varriertem $R_{f}$ data_processing_steps: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) - load: Parasitics/SingleStage_Aol_Sweep.txt loadtype: ltspice step_unit: " " @@ -862,12 +896,12 @@ plots: type: lt_sweep y_key: V(n002) dB - title: Verstärkung bei $C_{f} = 3fF$, $C_\mathrm{in} = 10~\mathrm{pF}$ und variieter Verstärkung + title: Gain bei $C_{f} = 3fF$, $C_\mathrm{in} = 10~\mathrm{pF}$ und variieter Gain data_processing_steps: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) - load: Parasitics/SingleStage_Rf_Sweep_Noise.txt loadtype: ltspice step_unit: $\Omega$ @@ -940,14 +974,14 @@ plots: type: lt_sweep y_key: V(n002) dB - title: Verstärkung bei variiertem GBWP + title: Gain bei variiertem GBWP legend_title: GBWP data_processing_steps: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) - load: DesignEstimate/CompositeStage_ADA4817_StageAmpSweep_bandwidth.txt loadtype: ltspice @@ -960,12 +994,12 @@ plots: type: lt_sweep y_key: V(n002) dB - title: Verstärkung bei variiertem GBWP + title: Gain bei variiertem GBWP data_processing_steps: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) - load: DesignEstimate/OpAmp_GBWP_Sweep.txt loadtype: ltspice @@ -978,12 +1012,12 @@ plots: type: lt_sweep y_key: V(n002) dB - title: Verstärkung bei variiertem GBWP + title: Gain bei variiertem GBWP data_processing_steps: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$) - load: Parasitics/SingleStage_Cin_Sweep.txt loadtype: ltspice step_unit: F @@ -997,9 +1031,9 @@ plots: type: lt_sweep y_key: V(vout) dB - title: Verstärkung bei variierter Eingangskapazität + title: Gain bei variierter Eingangskapazität data_processing_steps: - normalize_bandwidth bandwidth_zero: 180 - ylabel: Verstärkung ($dB\Omega$) + ylabel: Gain ($dB\Omega$)