Cabin Air Compressor Failure Alert System
AssigneeUnited Airlines, Inc.
InventorsJustin Sindewald, Shuang Ling
Life of this patent
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Abstract
Systems and methods for failure prediction in a cabin air compressor (CAC) system including calculating an inlet and outlet air speed and an inlet and outlet energy of an airflow at an inlet and outlet of a CAC compressor. Further work of the CAC compressor motor is determined based on an input power of the CAC compressor motor, an inlet air speed of the CAC airflow, and a length of the CAC compressor flow path. Additionally, a CAC compressor efficiency is calculated as a ratio of the change in energy of the CAC airflow from an inlet to an outlet of the CAC compressor to the work of the CAC compressor motor. A comparison of the CAC compressor efficiency to a failure prediction model is performed to predict a failure state of the CAC.
Claims11
A computer-implemented method for failure prediction in a cabin air compressor (CAC) system, the method comprising:
- calculating, at one or more processors, an airflow speed upstream of a CAC compressor based on a mass flow rate of the airflow and inlet pressure and inlet temperature of the airflow measured upstream of the CAC compressor inlet;
- calculating, at the one or more processors, an airflow speed downstream of the CAC compressor based on the mass flow rate of the airflow, and an outlet pressure and an outlet temperature of the airflow measured downstream of the CAC compressor outlet;
- calculating, at the one or more processors, an inlet energy of the airflow upstream of the CAC compressor based on the inlet airflow speed and the inlet temperature of the airflow;
- calculating, at the one or more processors, an outlet energy of the airflow downstream of the CAC compressor based on the mass flow rate of the airflow and the outlet temperature of the airflow;
- calculating, at the one or more processors, work of a CAC compressor motor, coupled to the CAC compressor, based on an electrical input power of the CAC compressor motor, the airflow speed upstream of the CAC compressor, and a measured length of the CAC compressor flow path;
- calculating, at the one or more processors, a change in energy of the airflow as a difference between the outlet energy and the inlet energy;
- calculating, at the one or more processors, a CAC compressor efficiency as a ratio of the change in energy of the airflow to the work of the CAC compressor motor;
- and
- predicting, at the one or more processors, a failure state of the CAC system based on a comparison of the CAC compressor efficiency to a failure prediction model.
A computer-implemented method of predicting a failure state of a cabin air compressor (CAC) system via sensor measurements outside the CAC system, comprising:
- receiving, at one or more processors, a first temperature of an airflow measured outside an aircraft;
- receiving, at one or more processors, a first pressure of the airflow, a second pressure of the airflow, a second temperature of the airflow, and a mass flowrate of the airflow, each measured inside the CAC system;
- receiving, at one or more processors, an input power of a CAC compressor motor measured inside a CAC system;
- calculating, at one or more processors, a theoretical work of the CAC compressor based on the inlet temperature of the CAC airflow at the CAC compressor inlet, a compressor pressure ratio of the CAC compressor, a specific heat capacity of the CAC airflow at the CAC compressor inlet, and a specific heat ratio of the CAC airflow at the CAC compressor inlet;
- calculating, at one or more processors, a change of energy of the airflow from a first position upstream of the CAC compressor to a second position downstream of the CAC compressor based on the first temperature, the second temperature, the first pressure, and the second pressure;
- calculating, at one or more processors, a CAC compressor efficiency as a ratio of the change in energy of the CAC airflow across the CAC compressor to the theoretical work of the CAC compressor;
- and
- predicting, at one or more processors, a failure state of the CAC based on comparing the compressor efficiency to a failure prediction model.
A cabin air compressor (CAC) failure alert system, comprising:
- a CAC ducting system having an airflow received from outside an aircraft;
- a CAC compressor having an inlet and an outlet, the CAC compressor receiving the CAC airflow at the CAC compressor inlet;
- and
- one or more processors and one or more memories configured to:
- calculate energy of the airflow in the CAC airflow system at the inlet and the outlet of the CAC compressor, a work of the CAC compressor motor, a theoretical work of the CAC compressor, and an efficiency of the CAC compressor;
- and
- predict a failure state of the CAC system by comparing the efficiency of the CAC compressor to a failure prediction model.
Dependencies are inferred from the claim text.