def decide_action(self, values): # Edge AI classification source = self.ml_model.predict(values) # Threshold alert logic if values[0] > self.alarm_threshold["NO2"]: return "ALERT_HIGH_NO2", source elif source == "Diesel_exhaust": return "WARN_SOURCE_COMBUSTION", source else: return "DATA_LOG", source
Note: This paper is a conceptual framework. Actual sensor performance requires empirical gas chamber validation. nitro sense
This is a curated for a hypothetical product/sensor system named "Nitro Sense." Since "Nitro Sense" is not a standard commercial product (it may refer to a specific tuning device, a chemical sensor, or a gaming peripheral), this paper assumes the most technically robust definition: A wireless, IoT-enabled sensor array for real-time detection of nitrogen compounds (NOx, NH3, N2O) in agricultural and industrial environments. self.alarm_threshold["NO2"]: return "ALERT_HIGH_NO2"