A system and method that determines whether a heat exchanger within a complex networked system is fouling is provided. The system and method includes training classifiers indicative of a plurality of fouling conditions associated with the heat exchanger and testing the classifiers with optimal sensor data from optimal sensors to determine whether the fouling is being experienced by the heat exchanger.


    Access

    Download


    Export, share and cite



    Title :

    Computer program product for optimal sensor selection and fusion for heat exchanger fouling diagnosis in aerospace systems


    Contributors:

    Publication date :

    2022-05-24


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G01N Untersuchen oder Analysieren von Stoffen durch Bestimmen ihrer chemischen oder physikalischen Eigenschaften , INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES / B64D Ausrüstung für Flugzeuge , EQUIPMENT FOR FITTING IN OR TO AIRCRAFT / F28F Einzelheiten von Wärmetauschern oder Wärmeübertragungsvorrichtungen für allgemeine Verwendung , DETAILS OF HEAT-EXCHANGE OR HEAT-TRANSFER APPARATUS, OF GENERAL APPLICATION



    OPTIMAL SENSOR SELECTION AND FUSION FOR HEAT EXCHANGER FOULING DIAGNOSIS IN AEROSPACE SYSTEMS

    NAJJAR NAYEFF A / GUPTA SHALABH / HARE JAMES Z et al. | European Patent Office | 2020

    Free access

    Method of optimal sensor selection and fusion for heat exchanger fouling diagnosis in aerospace systems

    NAJJAR NAYEFF A / GUPTA SHALABH / HARE JAMES Z et al. | European Patent Office | 2021

    Free access

    Heat Exchanger Fouling Diagnosis for an Aircraft Air-Conditioning System

    Silva, Andre / Leaper, Gregory / Hare, James et al. | SAE Technical Papers | 2013


    Heat Exchanger Fouling Diagnosis for an Aircraft Air-Conditioning System

    Najjar, N. / Hare, J. / D Orlando, P. et al. | British Library Conference Proceedings | 2013


    WAVELET-BASED ANALYSIS FOR FOULING DIAGNOSIS OF AIRCRAFT HEAT EXCHANGER

    ANDRE A SILVA / NAYEFF A NAJJAR / SHALABH GUPTA et al. | European Patent Office | 2016

    Free access