Tune-aði PI stýringuna og plot-aði myndir
This commit is contained in:
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-1
@@ -4,8 +4,12 @@ __pycache__
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*.csv
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*.csv
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*.typ
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*.typ
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*.pdf
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*.pdf
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*.py
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*.png
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*.csv
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scripts
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# Vélarsértækar skrár sem PlatformIO býr til sjálft
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# Skrár sem PlatformIO býr til sjálft
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.vscode/c_cpp_properties.json
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.vscode/c_cpp_properties.json
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.vscode/launch.json
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.vscode/launch.json
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compile_commands.json
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compile_commands.json
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@@ -21,7 +21,7 @@ struct ControlSample
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class MotorController
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class MotorController
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{
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{
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private:
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private:
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static constexpr double DEFAULT_REFERENCE_RPM = 40.0;
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static constexpr double DEFAULT_REFERENCE_RPM = 25.0;
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static constexpr double PWM_PER_PERCENT = 255.0 / 100.0;
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static constexpr double PWM_PER_PERCENT = 255.0 / 100.0;
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static const uint8_t LED_PIN = 5; // PB5 = D13 = LED_BUILTIN
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static const uint8_t LED_PIN = 5; // PB5 = D13 = LED_BUILTIN
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@@ -13,7 +13,9 @@ Skriptan metur lika sveiflutima (Tu) og utslag ef kerfid sveiflast, sem
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nytist til ad finna Ku/Tu fyrir Ziegler-Nichols.
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nytist til ad finna Ku/Tu fyrir Ziegler-Nichols.
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Notkun:
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Notkun:
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python plot_step_response.py [inntak.csv] [uttak.png] [titill]
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python plot_step_response.py [inntak.csv] [uttak.png] [titill] [--no-pwm]
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--no-pwm teiknar bara RPM (PWM-dalkurinn ma lika vanta i CSV-skranni)
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Sjalfgefid: data/step_response.csv -> data/step_response.png
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Sjalfgefid: data/step_response.csv -> data/step_response.png
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"""
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"""
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@@ -24,6 +26,10 @@ import matplotlib.pyplot as plt
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COLUMNS = ["time_ms", "ref_rpm", "actual_rpm", "pwm_actual"]
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COLUMNS = ["time_ms", "ref_rpm", "actual_rpm", "pwm_actual"]
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REQUIRED = ["time_ms", "ref_rpm", "actual_rpm"]
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# Onnur nofn sem eldri utgafur firmware-sins hafa notad fyrir sama dalk
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ALIASES = {"pwm": "pwm_actual"}
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def empty_cols():
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def empty_cols():
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@@ -37,13 +43,17 @@ def load_csv(path):
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for row in csv.reader(f):
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for row in csv.reader(f):
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if row and row[0].strip() == "time_ms":
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if row and row[0].strip() == "time_ms":
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header = [name.strip() for name in row]
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header = [name.strip() for name in row]
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header = [ALIASES.get(name, name) for name in header]
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missing = [key for key in REQUIRED if key not in header]
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if missing:
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sys.exit(f"Dalka vantar i haus {row}: {missing}")
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continue
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continue
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if header is None:
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if header is None:
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# rusl a undan fyrsta haus (t.d. "State: Initialization")
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# rusl a undan fyrsta haus (t.d. "State: Initialization")
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continue
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continue
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try:
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try:
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values = {key: float(row[header.index(key)])
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values = {key: float(row[header.index(key)])
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for key in COLUMNS}
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for key in COLUMNS if key in header}
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except (ValueError, IndexError):
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except (ValueError, IndexError):
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# sleppir linum sem eru ekki gild data (t.d. "State: ...")
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# sleppir linum sem eru ekki gild data (t.d. "State: ...")
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continue
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continue
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@@ -52,7 +62,7 @@ def load_csv(path):
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if cols["time_ms"] and values["time_ms"] <= cols["time_ms"][-1]:
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if cols["time_ms"] and values["time_ms"] <= cols["time_ms"][-1]:
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cols = empty_cols()
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cols = empty_cols()
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for key in COLUMNS:
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for key in values:
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cols[key].append(values[key])
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cols[key].append(values[key])
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return cols
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return cols
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@@ -92,11 +102,12 @@ def estimate_oscillation(time_s, actual_rpm):
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return statistics.fmean(periods), amplitude
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return statistics.fmean(periods), amplitude
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def plot(cols, out_path, title_suffix=""):
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def plot(cols, out_path, title_suffix="", show_pwm=True):
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time_s = [t / 1000.0 for t in cols["time_ms"]]
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time_s = [t / 1000.0 for t in cols["time_ms"]]
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ref_rpm = cols["ref_rpm"]
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ref_rpm = cols["ref_rpm"]
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actual_rpm = cols["actual_rpm"]
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actual_rpm = cols["actual_rpm"]
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pwm_actual = cols["pwm_actual"]
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pwm_actual = cols["pwm_actual"]
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show_pwm = show_pwm and len(pwm_actual) == len(time_s)
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fig, ax1 = plt.subplots(figsize=(10, 5))
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fig, ax1 = plt.subplots(figsize=(10, 5))
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@@ -108,12 +119,17 @@ def plot(cols, out_path, title_suffix=""):
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ax1.set_ylabel("Angular velocity [RPM]")
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ax1.set_ylabel("Angular velocity [RPM]")
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ax1.grid(True, alpha=0.3)
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ax1.grid(True, alpha=0.3)
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ax2 = ax1.twinx()
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lines, labels = ax1.get_legend_handles_labels()
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ax2.plot(time_s, pwm_actual, label="PWM actual (clamped)",
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if show_pwm:
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color="#d62728", linewidth=1.4)
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ax2 = ax1.twinx()
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ax2.axhline(255, color="#d62728", linewidth=0.6, alpha=0.3)
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ax2.plot(time_s, pwm_actual, label="PWM actual (clamped)",
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ax2.axhline(-255, color="#d62728", linewidth=0.6, alpha=0.3)
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color="#d62728", linewidth=1.4)
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ax2.set_ylabel("PWM [-255, 255]")
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ax2.axhline(255, color="#d62728", linewidth=0.6, alpha=0.3)
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ax2.axhline(-255, color="#d62728", linewidth=0.6, alpha=0.3)
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ax2.set_ylabel("PWM [-255, 255]")
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lines2, labels2 = ax2.get_legend_handles_labels()
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lines += lines2
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labels += labels2
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# Merkjum stokkpunktinn (fyrsta stadin thar sem ref hoppar fra 0)
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# Merkjum stokkpunktinn (fyrsta stadin thar sem ref hoppar fra 0)
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step_idx = next((i for i, r in enumerate(ref_rpm) if r > 0), None)
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step_idx = next((i for i, r in enumerate(ref_rpm) if r > 0), None)
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@@ -124,22 +140,22 @@ def plot(cols, out_path, title_suffix=""):
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fontsize=9, va="bottom")
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fontsize=9, va="bottom")
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osc = estimate_oscillation(time_s, actual_rpm)
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osc = estimate_oscillation(time_s, actual_rpm)
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if osc is not None:
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# if osc is not None:
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tu, amplitude = osc
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# tu, amplitude = osc
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print(f"Sveifla: Tu = {tu * 1000:.1f} ms, utslag = +-{amplitude:.2f} RPM")
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# print(f"Sveifla: Tu = {tu * 1000:.1f} ms, utslag = +-{amplitude:.2f} RPM")
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ax1.text(0.01, 0.98, f"Tu ≈ {tu * 1000:.1f} ms\n"
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# ax1.text(0.99, 0.98, f"Tu ≈ {tu * 1000:.1f} ms\n"
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f"amplitude ≈ ±{amplitude:.2f} RPM",
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# f"amplitude ≈ ±{amplitude:.2f} RPM",
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transform=ax1.transAxes, fontsize=9, va="top",
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# transform=ax1.transAxes, fontsize=9, va="top", ha="right",
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bbox=dict(facecolor="white", alpha=0.8, edgecolor="#cccccc"))
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# bbox=dict(facecolor="white", alpha=0.8, edgecolor="#cccccc"))
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# else:
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# print("Engin skyr sveifla fannst i seinni helmingi gagnanna")
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ax1.legend(lines, labels, loc="lower right", fontsize=8)
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if show_pwm:
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title = "Step response: RPM and PWM over time"
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else:
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else:
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print("Engin skyr sveifla fannst i seinni helmingi gagnanna")
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title = "Step response: RPM over time"
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lines1, labels1 = ax1.get_legend_handles_labels()
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lines2, labels2 = ax2.get_legend_handles_labels()
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ax1.legend(lines1 + lines2, labels1 + labels2, loc="lower right",
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fontsize=8)
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title = "Step response: RPM and PWM over time"
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if title_suffix:
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if title_suffix:
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title += f" ({title_suffix})"
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title += f" ({title_suffix})"
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fig.suptitle(title)
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fig.suptitle(title)
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@@ -149,10 +165,12 @@ def plot(cols, out_path, title_suffix=""):
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if __name__ == "__main__":
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if __name__ == "__main__":
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in_path = sys.argv[1] if len(sys.argv) > 1 else "data/step_response.csv"
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show_pwm = "--no-pwm" not in sys.argv
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out_path = sys.argv[2] if len(sys.argv) > 2 else "data/step_response.png"
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args = [a for a in sys.argv[1:] if a != "--no-pwm"]
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title_suffix = sys.argv[3] if len(sys.argv) > 3 else ""
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in_path = args[0] if len(args) > 0 else "data/step_response.csv"
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out_path = args[1] if len(args) > 1 else "data/step_response.png"
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title_suffix = args[2] if len(args) > 2 else ""
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data = load_csv(in_path)
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data = load_csv(in_path)
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if not data["time_ms"]:
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if not data["time_ms"]:
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sys.exit(f"Engin gogn fundust i {in_path}")
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sys.exit(f"Engin gogn fundust i {in_path}")
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plot(data, out_path, title_suffix)
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plot(data, out_path, title_suffix, show_pwm)
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+3
-3
@@ -19,9 +19,9 @@ RotaryEncoderDriver encoder;
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MotorDriver motor;
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MotorDriver motor;
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const double Kp = 45.0; // Ziegler-Nichols Method 45.0
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const double Kp = 10.125; // Ku * 0.45
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const double Ti = 0.0; // 0.226
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const double Ti = 0.0334; // Tu * 0.83 37
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const double T = 0.0; // 0.004
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const double T = 0.004; // 0.004
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// P_controller controller(Kp);
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// P_controller controller(Kp);
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PI_controller controller(Kp, Ti, T);
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PI_controller controller(Kp, Ti, T);
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@@ -15,7 +15,7 @@ void OperationalState::enter()
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// Tíminn byrjar á 0 í hvert skipti sem farið er inn í Operational
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// Tíminn byrjar á 0 í hvert skipti sem farið er inn í Operational
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sample_count = 0;
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sample_count = 0;
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Serial.println("time_ms,ref_rpm,actual_rpm,pwm");
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Serial.println("time_ms,ref_rpm,actual_rpm");
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}
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}
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// Part 1
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// Part 1
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@@ -48,9 +48,9 @@ void OperationalState::update()
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Serial.print(",");
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Serial.print(",");
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Serial.print(sample.ref_rpm, 1);
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Serial.print(sample.ref_rpm, 1);
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Serial.print(",");
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Serial.print(",");
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Serial.print(sample.actual_rpm, 2);
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Serial.println(sample.actual_rpm, 2);
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Serial.print(",");
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// Serial.print(",");
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Serial.println(sample.pwm_actual, 1);
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// Serial.println(sample.pwm_actual, 1);
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}
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}
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}
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}
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