메뉴 건너뛰기




Volumn , Issue , 2009, Pages

Using decision trees to detect and isolate simulated leaks in the J-2X rocket engine

Author keywords

[No Author keywords available]

Indexed keywords

C4.5 ALGORITHM; DATA-DRIVEN METHODS; DECISION-TREE ALGORITHM; FALSE ALARM RATE; FAULT ISOLATION RATES; GRADUAL DEGRADATION; HIGH-FIDELITY SIMULATORS; LEAK LOCATIONS; MISSED DETECTIONS; NOMINAL OPERATIONS; REAL-TIME MODELS; ROCKETDYNE; SENSOR NOISE; TRAINING DATA; TRAINING PHASE; TURBINE EFFICIENCY; WHITNEY;

EID: 70349117366     PISSN: 1095323X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AERO.2009.4839691     Document Type: Conference Paper
Times cited : (13)

References (18)
  • 1
    • 77957840839 scopus 로고    scopus 로고
    • Integrated System Health Management (ISHM) for Test Stand and J-2X Engine: Core Implementation
    • Reston, VA: American Institute for Aeronautics and Astronautics, Inc
    • Figueroa, F., Aguilar, R., Schwabacher, M., Schmalzel, J., and Morris, J., "Integrated System Health Management (ISHM) for Test Stand and J-2X Engine: Core Implementation," Proceedings of the AIAA Joint Propulsion Conference, Reston, VA: American Institute for Aeronautics and Astronautics, Inc, 2008.
    • (2008) Proceedings of the AIAA Joint Propulsion Conference
    • Figueroa, F.1    Aguilar, R.2    Schwabacher, M.3    Schmalzel, J.4    Morris, J.5
  • 3
    • 70349108647 scopus 로고    scopus 로고
    • Pratt & Whitney Rocketdyne J-2X Web site. http://www.pw.utc.com/vgn- ext-templating/v/index.jsp?vgnextrefresh=1&vgnextoid= 8fd0586642738110VgnVCM100000c45a529fRCRD
    • Pratt & Whitney Rocketdyne J-2X Web site. http://www.pw.utc.com/vgn- ext-templating/v/index.jsp?vgnextrefresh=1&vgnextoid= 8fd0586642738110VgnVCM100000c45a529fRCRD
  • 4
    • 70349159817 scopus 로고    scopus 로고
    • NASA Ares I Web site. http://www.nasa.gov/mission-pages/constellation/ ares/aresl/
    • NASA Ares I Web site
  • 5
    • 70349136535 scopus 로고    scopus 로고
    • NASA Ares V Web Site. http://www.nasa.gov/mission-pages/constellation/ ares/aresV/
    • NASA Ares V Web Site
  • 7
    • 85072453274 scopus 로고    scopus 로고
    • Machine learning for rocket propulsion health monitoring
    • Society of Automotive Engineers, Warrendale, PA
    • Schwabacher, M., "Machine learning for rocket propulsion health monitoring," Proceedings of the SAE World Aerospace Congress, Vol. 114-1, Society of Automotive Engineers, Warrendale, PA, 2005.
    • (2005) Proceedings of the SAE World Aerospace Congress , vol.114 -1
    • Schwabacher, M.1
  • 8
    • 35648935060 scopus 로고    scopus 로고
    • Schwabacher, M., Oza, N., and Matthews, B., Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring, Proceedings of the AIAA Infotech@Aerospace Conference, Reston, VA: American Institute for Aeronautics and Astronautics, Inc., 2007.
    • Schwabacher, M., Oza, N., and Matthews, B., "Unsupervised Anomaly Detection for Liquid-Fueled Rocket Propulsion Health Monitoring," Proceedings of the AIAA Infotech@Aerospace Conference, Reston, VA: American Institute for Aeronautics and Astronautics, Inc., 2007.
  • 9
    • 70349124033 scopus 로고    scopus 로고
    • Quinlan, J.R., C4.5: Programs for Machine Learning, Morgan Kaufmann, 1993.
    • Quinlan, J.R., C4.5: Programs for Machine Learning, Morgan Kaufmann, 1993.
  • 12
    • 84879381628 scopus 로고    scopus 로고
    • Analysis of Space Shuttle Main Engine Data Using Beacon-based Exception Analysis for Multi-Missions
    • Washington, DC: Institute of Electrical and Electronics Engineers
    • Park, H., Mackey, R., James, M., Zak, M., Kynard, M., Sebghati, J., and Greene, W., "Analysis of Space Shuttle Main Engine Data Using Beacon-based Exception Analysis for Multi-Missions," Aerospace Conference Proceedings, Vol. 6, pp 6-2835-6-2844. Washington, DC: Institute of Electrical and Electronics Engineers, 2002.
    • (2002) Aerospace Conference Proceedings , vol.6
    • Park, H.1    Mackey, R.2    James, M.3    Zak, M.4    Kynard, M.5    Sebghati, J.6    Greene, W.7
  • 13
    • 12744280100 scopus 로고    scopus 로고
    • Iverson, D. L., Inductive System Health Monitoring, Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, 2 & Proceedings of the International Conference on Machine Learning; Models, Technologies & Applications, MLMTA '04, 2004.
    • Iverson, D. L., "Inductive System Health Monitoring," Proceedings of the International Conference on Artificial Intelligence, IC-AI '04, Vol. 2 & Proceedings of the International Conference on Machine Learning; Models, Technologies & Applications, MLMTA '04, 2004.
  • 14
    • 49349117330 scopus 로고    scopus 로고
    • System Health Monitoring for Space Mission Operations
    • Washington, DC: Institute of Electrical and Electronics Engineers
    • Iverson, D. L., "System Health Monitoring for Space Mission Operations," Aerospace Conference Proceedings, Washington, DC: Institute of Electrical and Electronics Engineers, 2008.
    • (2008) Aerospace Conference Proceedings
    • Iverson, D.L.1
  • 17
    • 0029192293 scopus 로고
    • Neural Network Based Sensor Validation for Reusable Rocket Engines
    • Guo, T.-H. and Musgrave, J., "Neural Network Based Sensor Validation for Reusable Rocket Engines.," Proceedings of the American Control Conference, Vol. 2, pp. 1367-1372, 1995.
    • (1995) Proceedings of the American Control Conference , vol.2 , pp. 1367-1372
    • Guo, T.-H.1    Musgrave, J.2
  • 18
    • 0036057860 scopus 로고    scopus 로고
    • WPT-SVMs Based Approach for Fault Detection of Valves in Reciprocating Pumps
    • He, F., and Shi, W., "WPT-SVMs Based Approach for Fault Detection of Valves in Reciprocating Pumps," Proceedings of the American Control Conference, 2002.
    • (2002) Proceedings of the American Control Conference
    • He, F.1    Shi, W.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.