from analyze import *
from spicy_process import load_spice
import numpy as np
import pandas as pd
## Load and Sanitize Data
data = load_spice("data/Exp1pt2.txt")
data = data.rename(columns={"level_0": "V1-V2", "level_1": "I1", "v2": "I2"})
del data["I(I1)"]
del data["I(I2)"]
data["I1+I2"] = data["I1"] + data["I2"]
data["I1-I2"] = data["I1"] - data["I2"]
v2_vals = [2.5, 3.5, 4.5]
## Plot
fig, ax = plt.subplots(figsize=(10, 8))
for run, df in data.groupby("Run"):
print(run)
for yaxis in ("I1", "I2", "I1+I2", "I1-I2"):
ax.plot(df.loc[df.index % 3 == run - 1, "V1-V2"],
df.loc[df.index % 3 == run - 1, yaxis],
".",
label=f"{yaxis}, V2={v2_vals[run-1]}V",
alpha=0.6)
ax.set_title(
"Currents Across a Differential Pair of Transistors as a Function of Voltage Difference"
from analyze import *
from spicy_process import load_spice
import numpy as np
import pandas as pd
## Load and Sanitize Data
data = load_spice("data/Exp1.txt")
data = data.rename(columns={"level_0": "V1-V2", "level_1": "I1", "v2": "I2"})
del data["I(I1)"]
del data["I(I2)"]
data["I1+I2"] = data["I1"] + data["I2"]
data["I1-I2"] = data["I1"] - data["I2"]
v2_vals = [2.5, 3.5, 4.5]
## Filter Data
data = data[data["V1-V2"].abs() < 0.15]
## Plot
fig, ax = plt.subplots(figsize=(10, 8))
for i, (run, df) in enumerate(data.groupby("Run")):
print(run)
plot_theoretical(df["V1-V2"],
df["I1-I2"],
ax=ax,
label=f"{v2_vals[run-1]}V")
plot_experimental(df.loc[df.index % 3 == i, "V1-V2"],
df.loc[df.index % 3 == i, "I1-I2"],
from analyze import *
from spicy_process import load_spice
import numpy as np
import pandas as pd
## Load and Sanitize Data
data = load_spice("data/Exp1V_vb1pt5.txt")
data = data.rename(columns={"level_0": "V1-V2", "level_1": "Vb"})
del data["level_2"]
del data["v2"]
del data["V(v)"]
v2_vals = [2.5, 3.5, 4.5]
## Plot
csfont = {'fontname': 'Comic Sans MS'}
fig, ax = plt.subplots(figsize=(10, 8))
for run, df in data.groupby("Run"):
plot_experimental(df["V1-V2"],
df["Vb"],
ax=ax,
label=f"V2={v2_vals[run-1]}V")
ax.set_title(
"Source Node Voltage as a function of the Differences of Voltages in a Differenital Pair of Transistors"
)
ax.set_xlabel("V1-V2 (V)")
ax.set_ylabel("Source Node Voltage (V)")
from analyze import *
from spicy_process import load_spice
import numpy as np
import pandas as pd
## Load and Sanitize Data
data = load_spice("data/Exp1V_vb1V.txt")
data = data.rename(columns={"level_0": "V1-V2", "level_1": "Vb"})
del data["level_2"]
del data["v2"]
del data["V(v)"]
v2_vals = [2.5, 3.5, 4.5]
## Plot
csfont = {'fontname': 'Comic Sans MS'}
fig, ax = plt.subplots(figsize=(10, 8))
for run, df in data.groupby("Run"):
plot_experimental(df["V1-V2"],
df["Vb"],
ax=ax,
label=f"V2={v2_vals[run-1]}V")
ax.set_title(
"Source Node Voltage as a function of the Differences of Voltages in a Differenital Pair of Transistors"
)
ax.set_xlabel("V1-V2 (V)")
ax.set_ylabel("Source Node Voltage (V)")
from analyze import *
from spicy_process import load_spice
import numpy as np
import pandas as pd
## Load and Sanitize Data
data = load_spice("data/part1.txt")
data = data.rename(columns={"level_0": "V1-V2", "level_1": "I1", "v2": "I2"})
del data["I(I1)"]
del data["I(I2)"]
data["I1+I2"] = data["I1"] + data["I2"]
data["I1-I2"] = data["I1"] - data["I2"]
v2_vals = [2.5, 3.5, 4.5]
## Plot
fig, ax = plt.subplots(figsize=(10, 8))
for run, df in data.groupby("Run"):
print(run)
for yaxis in ("I1", "I2", "I1+I2", "I1-I2"):
ax.plot(df.loc[df.index % 3 == run - 1, "V1-V2"],
df.loc[df.index % 3 == run - 1, yaxis],
".",
label=f"{yaxis}, V2={v2_vals[run-1]}V")
ax.set_title(
"Currents Across a Differential Pair of Transistors as a Function of Voltage Difference"
)