Abstract: Disclosed are techniques for managing activity notifications and determining incident scores for a plurality of locations indicating a level of vulnerability to damage or service disruption of an item of utility infrastructure. In an aspect, a method can include receiving an activity notification including an activity location; determining a location incident score for the activity location based a location-score heatmap; determining an activity notification disposition based on the incident score; and transmitting a message including the disposition. In another aspect a method can include training a location scoring model based on features from combined records including historical activity notifications and incident reports corresponding to a plurality of locations.

Abstract: A code learning device of a tire monitor is used for motor vehicles having a tire monitor and a plurality of sensors, whereby each sensor is installed in individual tires of the motor vehicle, and each sensor module includes a radio signal transmitter for transmitting the conditions of the tires and the specific code of the sensor module via radio frequency signals. The code learning device includes an electric module having a processor, a memory, and a radio frequency signal receiver electrically coupled to the electric module for receiving the radio frequency signals, and dividing the radio frequency signals into a data signal and an amplitude signal. The data signal includes the conditions of the tires and the specific code of the sensor module such that the electric module can confirm the corresponding relation between the tires and the sensor module by way of the numeric value of the amplitude signal.

Abstract: A code learning device of tire monitor is used for motor vehicles having a tire monitor and a plurality of sensors, wherein each sensor is installed in individual tire of the motor vehicle, and each sensor module further comprises a radio signal transmitter for transmitting the conditions of the tires and the specific code of the sensor module via radio frequency signals. The code learning device comprises: an electric module having a processor, a memory, and a radio frequency signal receiver electrically coupled to the electric module for receiving the radio frequency signals, and dividing the radio frequency signals into a data signal and an amplitude signal. The data signal includes the conditions of the tires and the specific code of the sensor module such that the electric module can confirm the corresponding relation between the tires and the sensor module by means of the numeric value of the amplitude signal.

Abstract: A method for monitoring the pneumatic tires of a vehicle, the vehicle includes a monitoring device which comprises at least one sensor module attached to a tire of the vehicle for sensing the condition of the tire and transmitting the radio frequency signal of the condition after encoded, and a decoding module comprising a radio frequency antenna module to receive the radio frequency signal transmitted by the sensor module, a memory to record the data of the predetermined range of the state of the tire and the monitored data of the condition of the tire, a processor to decode the received radio signal for comparing with the data recorded in the memory so as to decide the state of the pneumatic tire, a display device to show the state of the pneumatic tire, and a siren, the method for monitoring the pneumatic tire comprising the steps of: starting the monitor device; reading the signal of the condition of the tire sent by the sensor module and showing the state via the display device and recording the conditio