From 673a23ebcb9116736e5a224ef2186fa73929c297 Mon Sep 17 00:00:00 2001 From: Orrm23 Date: Tue, 4 Feb 2025 03:57:48 -0800 Subject: [PATCH] Created using Colab --- athelete_speed_dashboard5.ipynb | 220 ++++++++++++++++---------------- 1 file changed, 111 insertions(+), 109 deletions(-) diff --git a/athelete_speed_dashboard5.ipynb b/athelete_speed_dashboard5.ipynb index 763c2d3..7c62e85 100644 --- a/athelete_speed_dashboard5.ipynb +++ b/athelete_speed_dashboard5.ipynb @@ -4,7 +4,7 @@ "metadata": { "colab": { "provenance": [], - "authorship_tag": "ABX9TyMwlYOkE7uzIiBV3XCaaj3+", + "authorship_tag": "ABX9TyO00Xm/6WwCJ8/dPgpB1Juf", "include_colab_link": true }, "kernelspec": { @@ -28,146 +28,148 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 658 + "height": 614 }, "id": "G2vIOdeGG43G", - "outputId": "824713ec-86cb-45ab-ffa1-f126466c8e79" + "outputId": "689ccdcc-3ca2-4b1f-e21d-702aa480ff99" }, "outputs": [ { - "output_type": "display_data", - "data": { - "text/plain": [ - "
" - ], - "image/png": 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\n" - }, - "metadata": {} + "output_type": "stream", + "name": "stdout", + "text": [ + "Analysis complete.\n" + ] } ], "source": [ - "# prompt: create visual dashboard for speed,power,mean velocity,horsepower persecond analysis using rpm for atheletes speed analysis device where we calculate athelets speed through revolution per minute through absolute encoder sensor live.the dashboard should be more visual and should use 2d modeling for graphs of all above parameter and clearity in all above graphs ploted\n", + "# prompt: create visual dashboard for speed,power,mean velocity,horsepower persecond analysis using rpm for atheletes speed analysis device where we calculate athelets speed through revolution per minute through absolute encoder sensor live.the dashboard should be more visual and should use 2d modeling for graphs of all above parameter and clearity in all above graphs ploted.also build an python application for the same .write backend effective and correctly matching front end parameter\n", "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import time\n", - "from IPython.display import display, clear_output\n", "import random\n", + "import pandas as pd\n", + "from IPython.display import clear_output\n", "\n", - "# --- Simulation Data Generation (Replace with Live Data) ---\n", - "def simulate_data(rpm_values):\n", - " \"\"\"Simulates speed, power, mean velocity, and horsepower/sec data based on RPM.\"\"\"\n", - " speed_values = [rpm * 0.1 for rpm in rpm_values] # Example relationship: speed proportional to RPM\n", - " power_values = [rpm**2 * 0.0001 for rpm in rpm_values] # Example relationship: power increases with RPM^2\n", - " mean_velocity_values = [rpm * 0.05 for rpm in rpm_values]\n", - " horsepower_per_sec_values = [power * 0.001 for power in power_values] #Example: Horsepower increase with power\n", - " return speed_values, power_values, mean_velocity_values, horsepower_per_sec_values\n", + "class AthleteAnalyzer:\n", + " def __init__(self):\n", + " self.rpm_data = []\n", + " self.time_data = []\n", + " self.power_data = []\n", + " self.speed_data = []\n", + " self.mean_velocity_data = []\n", + " self.horsepower_per_second_data = []\n", + " self.start_time = time.time()\n", "\n", - "# --- Initialize Parameters ---\n", - "rpm_data = []\n", - "time_data = []\n", - "speed_data = []\n", - "power_data = []\n", - "mean_velocity_data = []\n", - "horsepower_per_sec_data = []\n", - "start_time = time.time()\n", - "max_points = 50\n", + " def calculate_speed(self, rpm, radius=0.3): # Radius in meters (adjust as needed)\n", + " # Calculate linear speed (m/s) from RPM and radius\n", + " circumference = 2 * np.pi * radius\n", + " speed_mps = (rpm / 60) * circumference\n", + " return speed_mps\n", "\n", - "# --- Create the Figure and Axes ---\n", - "plt.ion() # Turn on interactive mode\n", - "fig, axs = plt.subplots(2, 2, figsize=(16, 10))\n", - "fig.suptitle('Athlete Performance Dashboard', fontsize=16)\n", + " def calculate_power(self, rpm, torque=10): # Torque in Nm (adjust as needed)\n", + " # Calculate power (watts) from RPM and torque\n", + " power_watts = (rpm * 2 * np.pi * torque) / 60\n", + " return power_watts\n", "\n", - "# --- Initialize Plot Lines ---\n", - "line_speed, = axs[0, 0].plot([], [], '-o', color='blue')\n", - "line_power, = axs[0, 1].plot([], [], '-o', color='green')\n", - "line_mean_velocity, = axs[1, 0].plot([], [], '-o', color='purple')\n", - "line_horsepower_per_sec, = axs[1, 1].plot([], [], '-o', color='red')\n", + " def calculate_mean_velocity(self,speed_data):\n", + " if len(speed_data)==0:\n", + " return 0\n", + " mean_velocity = sum(speed_data) / len(speed_data)\n", + " return mean_velocity\n", "\n", - "# --- Set Plot Labels and Limits ---\n", - "axs[0, 0].set_title('Speed vs. Time')\n", - "axs[0, 0].set_xlabel('Time (seconds)')\n", - "axs[0, 0].set_ylabel('Speed (units)')\n", - "axs[0, 0].set_xlim(0, 10)\n", - "axs[0, 0].set_ylim(0, 10)\n", - "axs[0, 0].grid(True)\n", + " def calculate_horsepower_per_second(self,power_data):\n", + " if len(power_data)==0:\n", + " return 0\n", "\n", - "axs[0, 1].set_title('Power vs. Time')\n", - "axs[0, 1].set_xlabel('Time (seconds)')\n", - "axs[0, 1].set_ylabel('Power (units)')\n", - "axs[0, 1].set_xlim(0, 10)\n", - "axs[0, 1].set_ylim(0, 1)\n", - "axs[0, 1].grid(True)\n", + " horsepower_per_second = (power_data[-1] * 0.001341)\n", + " return horsepower_per_second\n", "\n", - "axs[1, 0].set_title('Mean Velocity vs. Time')\n", - "axs[1, 0].set_xlabel('Time (seconds)')\n", - "axs[1, 0].set_ylabel('Mean Velocity (units)')\n", - "axs[1, 0].set_xlim(0, 10)\n", - "axs[1, 0].set_ylim(0, 5)\n", - "axs[1, 0].grid(True)\n", + " def update_data(self, rpm):\n", + " current_time = time.time() - self.start_time\n", + " self.time_data.append(current_time)\n", + " self.rpm_data.append(rpm)\n", "\n", - "axs[1, 1].set_title('Horsepower/sec vs. Time')\n", - "axs[1, 1].set_xlabel('Time (seconds)')\n", - "axs[1, 1].set_ylabel('Horsepower/sec (units)')\n", - "axs[1, 1].set_xlim(0, 10)\n", - "axs[1, 1].set_ylim(0, 0.1)\n", - "axs[1, 1].grid(True)\n", + " speed = self.calculate_speed(rpm)\n", + " self.speed_data.append(speed)\n", "\n", - "# --- Animation Loop ---\n", - "try:\n", - " while True:\n", - " # Simulate Data (Replace with Live Sensor Readings)\n", - " current_time = time.time() - start_time\n", - " rpm = random.uniform(50, 150) #random generation of rpm replace with live rpm sensor data\n", + " power = self.calculate_power(rpm)\n", + " self.power_data.append(power)\n", "\n", - " rpm_data.append(rpm)\n", - " time_data.append(current_time)\n", - " speed, power, mean_velocity, horsepower_per_sec = simulate_data([rpm])\n", - " speed_data.extend(speed)\n", - " power_data.extend(power)\n", - " mean_velocity_data.extend(mean_velocity)\n", - " horsepower_per_sec_data.extend(horsepower_per_sec)\n", + " mean_velocity=self.calculate_mean_velocity(self.speed_data)\n", + " self.mean_velocity_data.append(mean_velocity)\n", "\n", - " # --- Trim Data if Exceeding Max Points ---\n", - " if len(time_data) > max_points:\n", - " time_data = time_data[-max_points:]\n", - " speed_data = speed_data[-max_points:]\n", - " power_data = power_data[-max_points:]\n", - " mean_velocity_data = mean_velocity_data[-max_points:]\n", - " horsepower_per_sec_data = horsepower_per_sec_data[-max_points:]\n", + " horsepower_per_second=self.calculate_horsepower_per_second(self.power_data)\n", + " self.horsepower_per_second_data.append(horsepower_per_second)\n", "\n", - " # --- Update Line Data ---\n", - " line_speed.set_data(time_data, speed_data)\n", - " line_power.set_data(time_data, power_data)\n", - " line_mean_velocity.set_data(time_data, mean_velocity_data)\n", - " line_horsepower_per_sec.set_data(time_data, horsepower_per_sec_data)\n", + " def create_dashboard(self):\n", "\n", - " # --- Update Axis Limits (Dynamic Scaling) ---\n", - " axs[0, 0].set_xlim(max(0, current_time - 10), current_time + 1)\n", - " axs[0, 0].set_ylim(0, max(speed_data) * 1.1)\n", - " axs[0, 1].set_xlim(max(0, current_time - 10), current_time + 1)\n", - " axs[0, 1].set_ylim(0, max(power_data) * 1.1)\n", - " axs[1, 0].set_xlim(max(0, current_time - 10), current_time + 1)\n", - " axs[1, 0].set_ylim(0, max(mean_velocity_data) * 1.1)\n", - " axs[1, 1].set_xlim(max(0, current_time - 10), current_time + 1)\n", - " axs[1, 1].set_ylim(0, max(horsepower_per_sec_data) * 1.1)\n", + " # Create figure and axes\n", + " fig, axs = plt.subplots(3, 2, figsize=(18, 12))\n", "\n", - " # --- Redraw and Update ---\n", - " fig.canvas.draw()\n", - " fig.canvas.flush_events()\n", - " clear_output(wait=True)\n", - " display(fig)\n", + " # RPM Graph\n", + " axs[0, 0].plot(self.time_data, self.rpm_data, label=\"RPM\", color=\"blue\")\n", + " axs[0, 0].set_xlabel(\"Time (s)\")\n", + " axs[0, 0].set_ylabel(\"RPM\")\n", + " axs[0, 0].set_title(\"RPM Over Time\")\n", + " axs[0, 0].grid(True)\n", "\n", - " time.sleep(0.1) # Adjust for faster/slower updates\n", + " # Speed Graph\n", + " axs[0, 1].plot(self.time_data, self.speed_data, label=\"Speed (m/s)\", color=\"green\")\n", + " axs[0, 1].set_xlabel(\"Time (s)\")\n", + " axs[0, 1].set_ylabel(\"Speed (m/s)\")\n", + " axs[0, 1].set_title(\"Speed Over Time\")\n", + " axs[0, 1].grid(True)\n", "\n", - "except KeyboardInterrupt:\n", - " plt.ioff()\n", - " plt.show()\n", - " print(\"Dashboard stopped by user.\")\n" + " # Power Graph\n", + " axs[1, 0].plot(self.time_data, self.power_data, label=\"Power (watts)\", color=\"red\")\n", + " axs[1, 0].set_xlabel(\"Time (s)\")\n", + " axs[1, 0].set_ylabel(\"Power (watts)\")\n", + " axs[1, 0].set_title(\"Power Over Time\")\n", + " axs[1, 0].grid(True)\n", + "\n", + " #Mean Velocity Graph\n", + " axs[1, 1].plot(self.time_data, self.mean_velocity_data, label=\"Mean Velocity\", color=\"orange\")\n", + " axs[1, 1].set_xlabel(\"Time (s)\")\n", + " axs[1, 1].set_ylabel(\"Mean Velocity\")\n", + " axs[1, 1].set_title(\"Mean Velocity Over Time\")\n", + " axs[1, 1].grid(True)\n", + "\n", + " #Horse power per second Graph\n", + " axs[2, 0].plot(self.time_data, self.horsepower_per_second_data, label=\"Horse Power Per Second\", color=\"purple\")\n", + " axs[2, 0].set_xlabel(\"Time (s)\")\n", + " axs[2, 0].set_ylabel(\"Horsepower/s\")\n", + " axs[2, 0].set_title(\"Horse Power per Second Over Time\")\n", + " axs[2, 0].grid(True)\n", + "\n", + " fig.delaxes(axs[2,1])\n", + "\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + " def run_analysis(self, duration=30, update_interval=1):\n", + " end_time = time.time() + duration\n", + " while time.time() < end_time:\n", + " # Simulate RPM data from sensor (replace with actual sensor reading)\n", + " rpm = random.randint(50, 150)\n", + " self.update_data(rpm)\n", + " self.create_dashboard()\n", + "\n", + " # Clear the output and update the dashboard\n", + " clear_output(wait=True)\n", + "\n", + " time.sleep(update_interval)\n", + " print(\"Analysis complete.\")\n", + "\n", + "if __name__ == \"__main__\":\n", + " analyzer = AthleteAnalyzer()\n", + " analyzer.run_analysis()\n", + "\n" ] } ]