New patent application published for: FALSE ALARM CLASSIFICATION

Embodiments herein provides a false alarm classification system. The system first receives an alarm triggered by a component within an environment the system monitors. The system then generates one or more event outputs for the environment comprising at least three of: generating a trigger-driven output by processing trigger-driven data using a trigger-driven fault detection model, generating a laser-based output by processing laser-based data using a laser fault detection model, generating an image-based output by processing image-based data using an image fault detection model, or generating a radio frequency (RF)-based output by processing RF-based data using a RF fault detection model. With these outputs, the system compares them with a rule-based table, and generates a likelihood of the alarm being a false alarm based on the comparison.