Survey on Smart Embedded Platforms for Motor Condition and Severity Analysis
TL;DR
The suggested innovation refers to a smart embedded system to monitor the operational state of an induction motor and analyze fault levels in real time and provides local monitoring along with IoT-based remote transmission.
Abstract
The significance of induction motors lies in their robustness, simplicity of design, durability, and minimum maintenance, which makes them essential components in industry. Nevertheless, constant exposure to electrical, thermal, and mechanical stresses results in problems like overheating, winding deterioration, bearing damage, rotor imbalance, and vibrations. Without timely identification of these issues, they lead to breakdowns, delays, and additional expenses. The suggested innovation refers to a smart embedded system to monitor the operational state of an induction motor and analyze fault levels in real time. It measures the parameters of temperature, currents, and vibrations that reflect motor conditions. These measurements are carried out with sensors and analyzed by means of a microcontroller through comparison with predefined thresholds, resulting in fault recognition and classification. Existing systems lack remote monitoring and instant alerts. To address these gaps, the proposed system provides local monitoring along with IoT-based remote transmission. A buzzer/LED alert mechanism ensures immediate notification during critical conditions.