Aggregate and Analyze Alarms is a critical process in industrial settings aimed at enhancing operational efficiency and equipment reliability. This process involves consolidating alarm data from various sources to identify patterns and trends, facilitating engineers' analysis and troubleshooting efforts. By uncovering relationships between alarms, operators can gain deeper insights into underlying issues and take proactive measures to prevent potential disruptions. Moreover, understanding the frequency of alarm occurrences over time enables organizations to prioritize maintenance tasks, optimize resource allocation, and improve overall system performance. Through systematic aggregation and analysis of alarm data, companies can mitigate risks, enhance productivity, and ensure smooth operations in complex industrial environments.