Environmental control system performance monitoring
An example system for determining a performance status of an environmental control system (ECS) in a vehicle includes memory and processing circuitry. The processing circuitry is configured to determine, based on one or more of the aircraft data, the weather data, or the trending data, an estimated compressor exit temperature. The processing circuitry is configured to determine a current residual compressor exit temperature based on the estimated compressor exit temperature and a current compressor exit temperature. The processing circuitry is configured to determine whether a residual condition is met based at least in part on the residual compressor exit temperature and whether a pack condition is met based at least in part on a pack temperature. The processing circuitry is configured to provide an indication of the performance status of the ECS based on at least one of the residual condition or the pack condition being met.
1. A system for determining a performance status of an environmental control system (ECS) in a vehicle, the system comprising:
a memory, the memory being configured to store aircraft data, weather data, and trending data, the trending data comprising past compressor exit temperatures and past pack temperatures; and
processing circuitry communicatively coupled to the memory, the processing circuitry being configured to:
determine, based on one or more of the aircraft data, the weather data, or the trending data, an estimated compressor exit temperature;
receive, from a first temperature sensor, a measure of a current compressor exit temperature;
determine, based on the estimated compressor exit temperature and the current compressor exit temperature, a current residual compressor exit temperature;
determine, based at least in part on the current residual compressor exit temperature, whether a first residual condition is met;
determine, based on the determination of whether the first residual condition is met, a first performance status of the ECS;
determine, based on results of a sensitivity analysis, whether the current residual compressor exit temperature is to be added to the trending data;
add, based on the determination that the current residual compressor exit temperature is to be added to the trending data, the current residual compressor exit temperature to the trending data;
receive, from a second temperature sensor, a measure of a current pack temperature;
determine, based at least in part on the current pack temperature, whether a first pack condition is met;
determine, based on the determination of whether the first pack condition is met, a second performance status of the ECS; and
provide, based on at least one of the first performance status or the second performance status, an indication of the performance status of the ECS.
2. The system of claim 1 , wherein the at least one of the first performance status or the second performance status comprises both the first performance status and the second performance status.
3. The system of claim 1 , wherein the processing circuitry is further configured to update the trending data based on at least one of the aircraft data or the weather data.
4. The system of claim 1 , wherein the processing circuitry is further configured to determine at least one of an altitude, an outside ambient temperature or a humidity, and wherein the estimated compressor exit temperature is based on the at least one of the altitude, the outside ambient temperature, the humidity, or the pack temperature.
5. The system of claim 1 , wherein the processing circuitry is further configured to:
determine whether an auxiliary power unit (APU) is in operation;
determine whether packs are on;
determine whether the vehicle is on ground; and
based on the APU being in operation, packs being on, and the vehicle being on the ground, determine a steady state of one or more parameters.
6. The system of claim 5 , wherein the one or more parameters comprises at least one of an altitude, an APU inlet guide vane (IGV) position, an APU supply pressure, a compressor exit temperature, or the pack temperature.
7. The system of claim 5 , wherein the processing circuitry is configured to determine the steady state of the one or more parameters by:
determining a variation of the one or more parameters over a moving window;
determining a window of the moving window having the smallest variation; and
determining a value of the one or more parameters based on values within the window of the moving window having the smallest variation,
wherein the estimated compressor exit temperature is further based on the value of the one or more parameters.
8. The system of claim 5 , wherein the processing circuitry is further configured to correlate the weather data with the one or more parameters.
9. The system of claim 1 , wherein the processing circuitry is further configured to:
determine, based at least in part on the current residual compressor exit temperature, whether a second residual condition is met; and
determine, based at least in part on the current pack temperature, whether a second pack condition is met,
wherein the first performance status of the ECS is further based on whether the second residual condition is met and the second performance status of the ECS is further based on whether the second pack condition is met.