Modern Machine Learning Methods for Telemetry-Based Spacecraft Health Monitoring

[1] Zolghadri A. M.(2012)Advanced model-based FDIR techniques for aerospace systems: today challenges and opportunities Progr. Aerosp. Sci. 53 18-29

[2] Tipaldi A.N.(2020)On applying AI-driven flight data analysis for operational spacecraft model-based diagnostics Annu. Rev. Control 49 197-211

[3] Balukhto A.A.(2019)Artificial intelligence in space technology: state of the art and development prospects Raketno-Kosm. Priborostr. Inf. Sist. 6 65-75

[4] Romanov M.A.F.(2014)A review of novelty detection Signal Process. 99 215-249

[5] Pimentel H.(2019)Progress in outlier detection techniques: a survey IEEE Access. 7 107964-108000

[6] Wang M.J.(2012)A survey on unsupervised outlier detection in high-dimensional numerical data Stat. Anal. Data Min.: ASA Data Sci. J. 5 363-387

[7] Bah M.(2020)A comprehensive survey of anomaly detection techniques for high dimensional big data J. Big Data 7 42-265

[8] Hammad A.(2018)A review on the application of deep learning in system health management Mech. Syst. Signal Process. 107 241-3767

[9] Zimek E.(2019)Recent advances in anomaly detection methods applied to aviation Aerospace 6 117-1105

[10] Schubert H.-P.(2015)A survey of fault diagnosis and fault-tolerant techniques—Part I: fault diagnosis with model-based and signal-based approaches IEEE Trans. Ind. Electron. 62 3757-1238

[1] Zolghadri A. M.(2012)Advanced model-based FDIR techniques for aerospace systems: today challenges and opportunities Progr. Aerosp. Sci. 53 18-29

[2] Tipaldi A.N.(2020)On applying AI-driven flight data analysis for operational spacecraft model-based diagnostics Annu. Rev. Control 49 197-211

[3] Balukhto A.A.(2019)Artificial intelligence in space technology: state of the art and development prospects Raketno-Kosm. Priborostr. Inf. Sist. 6 65-75

[4] Romanov M.A.F.(2014)A review of novelty detection Signal Process. 99 215-249

[5] Pimentel H.(2019)Progress in outlier detection techniques: a survey IEEE Access. 7 107964-108000

[6] Wang M.J.(2012)A survey on unsupervised outlier detection in high-dimensional numerical data Stat. Anal. Data Min.: ASA Data Sci. J. 5 363-387

[7] Bah M.(2020)A comprehensive survey of anomaly detection techniques for high dimensional big data J. Big Data 7 42-265

[8] Hammad A.(2018)A review on the application of deep learning in system health management Mech. Syst. Signal Process. 107 241-3767

[9] Zimek E.(2019)Recent advances in anomaly detection methods applied to aviation Aerospace 6 117-1105

[10] Schubert H.-P.(2015)A survey of fault diagnosis and fault-tolerant techniques—Part I: fault diagnosis with model-based and signal-based approaches IEEE Trans. Ind. Electron. 62 3757-1238