In this project, you will learn how to monitor machine health by sending sensor data to Power BI for in-depth analysis. Machine health monitoring is crucial in industrial environments to ensure smooth operation, minimize downtime, and avoid costly repairs. This course will guide you through the process of using real-time data from various sensors to monitor key parameters such as voltage, current, temperature, vibration, noise, and motor status, enabling you to detect malfunctions early and improve machine performance. 

What You'll Learn: 

• How to set up sensors to collect critical machine health data. 

• How to send sensor data to the Power BI platform using an ESP32 microcontroller and the Power BI REST API. 

• How to visualize and analyze the data through Power BI dashboards. 

• Techniques to monitor machine parameters and identify potential issues using real-time analysis. 

• How to use Power BI’s data analysis tools to optimize machine performance and prevent breakdowns. 

Course Highlights: 

• Practical setup of sensors like the INA219 (voltage and current), MPU6050 (vibration), thermistor (temperature), and sound sensor (noise levels). 

• Data transmission process from sensors to Power BI through the ESP32 microcontroller. 

• Creating a customized Power BI dashboard for real-time machine health monitoring. 

• Implementing thresholds and detecting anomalies in machine parameters to prevent issues. 

• Benefits of real-time analysis, including early issue detection and actionable recommendations for enhanced machine performance. 

Why You Should Enroll: This course equips you with the skills needed to build a comprehensive machine health monitoring system, leveraging real-time data and powerful data analytics tools like Power BI. You'll gain hands-on experience in sensor integration, data transmission, and dashboard creation, ultimately helping you optimize industrial machine efficiency and productivity. Whether you're working in manufacturing, industrial automation, or predictive maintenance, this course will provide valuable insights to improve operational efficiency and reduce downtime. 

Enroll today and start optimizing machine performance with real-time data analysis using Power BI!