Certain invastigation artificial intelligent power transformer protection - M. Geethanjali - Bog

The Certain Investigation Artificial Intelligence (AI) for Power Transformer Protection is an advanced system designed to monitor, analyze, and protect power transformers in electrical substations. This AI-driven solution leverages the power of machine learning algorithms and data analytics to provide real-time insights and proactive measures for ensuring the reliable operation of power transformers. At its core, this AI system continuously gathers and processes data from various sensors and monitoring devices installed in power transformers. These sensors measure parameters such as temperature, oil levels, winding currents, voltage fluctuations, and gas composition. The AI analyzes this data to identify patterns, anomalies, and potential risks associated with the transformer's performance. By employing machine learning techniques, the AI model is trained to recognize normal operating conditions and detect any deviations that may indicate a fault or impending failure. It can identify issues such as overheating, insulation breakdown, abnormal vibration, or excessive load conditions. The AI system can also differentiate between transient disturbances and critical events, minimizing false alarms and ensuring accurate and timely notifications.