Patent ID: 11874320
Assignee: ROCKWELL COLLINS, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 0:
1. A system comprising:
a circuit board: comprising:
one or more circuits; and
one or more sensors configured to detect an internal condition or an external condition and generate sensor data, wherein the circuit board is configured to transmit the sensor data; and

a status prediction unit communicatively coupled to the one or more sensors comprising:
one or more processors; and
a memory communicatively coupled to the one or more processors, having instructions stored therein that, when executed by the one or more processors, cause the status prediction unit to:
receive sensor data and historical conditional data, wherein the historical condition data includes known failure data of one or more components of the circuit board based on the internal condition or the external condition;
generate a physics-based reliability model informed by inputs from the sensor data and the historical conditional data;
generating a real-time failure prediction signal based on the physics-based reliability model; and
report the real-time failure prediction signal.