Description: Malfunction Detection Monitoring is the practice of overseeing systems and processes in real-time to identify and diagnose failures before they escalate into larger issues. This technique is essential in environments where operational continuity is critical, such as in manufacturing, computing, and telecommunications. By collecting and analyzing data, anomalies that indicate a potential failure can be detected, allowing operators to take preventive measures. Key features of this monitoring include the ability to perform real-time analysis, integration with alert systems, and the generation of reports that facilitate decision-making. The relevance of malfunction detection monitoring lies in its ability to minimize downtime, reduce operational costs, and improve overall system efficiency. Additionally, it contributes to safety by preventing catastrophic failures that could have severe consequences. In an increasingly technology-dependent world, malfunction detection monitoring has become an indispensable tool for ensuring the reliability and optimal performance of various systems.