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Component machine testing using neural network processed vibration data analysis 원문보기

IPC분류정보
국가/구분 United States(US) Patent 등록
국제특허분류(IPC7판)
  • G01M-007/00
출원번호 US-0763965 (1996-12-10)
발명자 / 주소
  • Grichnik Anthony J.
출원인 / 주소
  • Caterpillar Inc.
대리인 / 주소
    Riddles
인용정보 피인용 횟수 : 40  인용 특허 : 8

초록

In the diagnostic analysis, both time based and frequency based vibration signal information from the component machine under test are used together through a simultaneous multiple display interactive interface under operator direction.

대표청구항

[ I claim:] [1.] Apparatus for evaluation and diagnostics of a component machine that is part of a larger machine where the diagnostics and evaluation are through neural network analysis of a vibration data signal to identify abnormal signal patterns in said vibration data, comprising in combination

이 특허에 인용된 특허 (8)

  1. Tiernan Timothy A. (Livonia MI) Geddes Earl R. (Livonia MI) Mollon Mark L. (Livonia MI), Integrated active vibration cancellation and machine diagnostic system.
  2. Wang Hsu-Pin (Tallahassee FL) Huang Hsin-Hao (Kaohsiung TWX) Knapp Gerald M. (Baton Rouge LA) Lin Chang-Ching (Tallahassee FL) Lin Shui-Shun (Tallahassee FL) Spoerre Julie K. (Tallahassee FL), Machine fault diagnostics system and method.
  3. Ogi Hiromi (Tokyo JPX) Tanaka Hideo (Tokyo JPX) Akimoto Yoshiakira (Tokyo JPX) Izui Yoshio (Hyogo JPX), Monitoring diagnostic apparatus using neural network.
  4. Matsumoto Hiroshi (Ibaraki JPX) Nomura Masahide (Hitachi JPX) Shimoda Makoto (Katsuta JPX) Saito Tadayoshi (Ohta JPX) Yokoyama Hiroshi (Hitachi JPX) Baba Kenji (Hitachi JPX) Kawakami Junzo (Mito JPX), Neural network state diagnostic system for equipment.
  5. Bozich Daniel J. (San Diego CA) MacKay H. Bruce (San Diego CA) Eggert Jay A. (San Diego CA) Muenchau Ernest E. (Vista CA), Neurocontrolled adaptive process control system.
  6. Huang Hsin-Hao (Kaohsiung TWX) Lin Shui-Shun (Tallahassee FL) Knapp Gerald M. (Baton Rouge LA) Wang Hsu-Pin (Tallahassee FL), Supervised training of a neural network.
  7. Marko Kenneth A. (Ann Arbor MI) Bryant Bruce D. (Royal Oak MI) Soderborg Nathan R. (Ann Arbor MI), System and method for processing test measurements collected from an internal combustion engine for diagnostic purposes.
  8. Tong David W. (Scotia NY) Martin Kenneth M. (Clifton Park NY) Carmichael Jerry H. (Westchester OH) Diei Edward N. (Cincinnati OH), System and method including neural net for tool break detection.

이 특허를 인용한 특허 (40)

  1. Jongsma,Jonathon Michael; Huisenga,Garrie David, Analog-to-digital converter with range error detection.
  2. Shie Qian ; Hui Shao CN; Wei Jin CN, Analyzing signals generated by rotating machines using an order mask to select desired order components of the signals.
  3. Thomas D. Gamble, Apparatus and method for human presence detection in vehicles.
  4. Schumacher, Mark S.; Eryurek, Evren, Automatic field device service adviser.
  5. Sundermeyer,Jeffry Neil; Patel,Nitin R.; Allgaier,Ryan Paul; Sit,Don; Vik,Timothy Allen; Baskett,Jeffrey Dale; Kyuba,Hiroko; Dunn, III,Daniel Kimsey; Truax,Byron Edwin; Clarke,Burton Roland, Classifying a work machine operation.
  6. Longsdorf, Randy J.; Nelson, Scott D.; Davis, Dale S.; Nelson, Richard L.; Johnson, Amy K.; Brown, Gregory C., Dedicated process diagnostic device.
  7. Rud, Jason H., Degrading sensor detection implemented within a transmitter.
  8. Brown, Gregory C.; Schumacher, Mark S., Diagnostics of impulse piping in an industrial process.
  9. Huisenga, Garrie D.; Lewis, Richard A.; Lattimer, Donald R., Field device for digital process control loop diagnostics.
  10. Wehrs, David L.; Eryurek, Evren, Flow measurement diagnostics.
  11. Hedtke, Robert C., Industrial process device utilizing piezoelectric transducer.
  12. Hedtke, Robert C., Industrial process device utilizing piezoelectric transducer.
  13. Hedtke, Robert C.; Broden, David A.; Lu, Liang-Ju, Industrial process power scavenging device and method of deriving process device power from an industrial process.
  14. Elke, Anthony Michael, Industrial process temperature transmitter with sensor stress diagnostics.
  15. Graber, William F.; Foss, Scot R.; Schulz, Robert K., Magnetic flowmeter with verification.
  16. Holmquist, Eric B., Measuring rotor imbalance via blade clearance sensors.
  17. Barone, Gerard A., Method and apparatus to detect event signatures.
  18. Klein,Renata, Method and system for diagnostics and prognostics of a mechanical system.
  19. Kato Tatsuro,JPX ; Endo Fumihiro,JPX, Method of diagnosing partial discharge in gas-insulated apparatus and partial discharge diagnosing system for carrying out the same.
  20. Tatsuro Kato JP; Fumihiro Endo JP, Method of diagnosing partial discharge in gas-insulated apparatus and partial discharge diagnosing system for carrying out the same.
  21. Vian,John L.; Travis,Matt H., Methods and systems for analyzing engine unbalance conditions.
  22. Vian,John L.; Travis,Matt H., Methods and systems for analyzing engine unbalance conditions.
  23. Vian,John L.; Travis,Matt H., Methods and systems for analyzing engine unbalance conditions.
  24. Russell, III, Alden C.; Harris, Stuart A.; Peluso, Marcos; Borgeson, Dale W., Multi-protocol field device interface with automatic bus detection.
  25. Harrison Gregory A., Neural network based analysis system for vibration analysis and condition monitoring.
  26. Eryurek,Evren; Kavaklioglu,Kadir, Pressure transmitter with diagnostics.
  27. Hedtke, Robert C.; Broden, David A., Process connection for process diagnostics.
  28. Eryurek,Evren; Kavaklioglu,Kadir; Esboldt,Steven R., Process device diagnostics using process variable sensor signal.
  29. Longsdorf, Randy J.; Blumeyer, Chad C., Process device with vibration based diagnostics.
  30. Brown,Gregory C.; Peluso,Marcos; Karschnia,Robert J., Process diagnostics.
  31. Rud, Jason Harold; Engelstad, Loren Michael, Process variable measurement noise diagnostic.
  32. Sittler, Fred C.; Hedtke, Robert C., Process variable transmitter with acceleration sensor.
  33. Miller, John P.; Eryurek, Evren, Rule set for root cause diagnostics.
  34. Grichnik Anthony J., Self optimizing neural network analog data processing system.
  35. Vik,Timothy A.; Sundermeyer,Jeffry N., Strain sensing device.
  36. Frantz, Richard Lamar; Hunt, Stephen Richard, System and method for monitoring gas turbine plants.
  37. Sadaghiany,Afshar, System and method for real-time viewing of monitoring system data.
  38. Tomita Kenichi, System for building an artificial neural network.
  39. Qian, Shie; Shao, Hui; Zhang, Nanxiong, Time varying harmonic analysis including determination of order components.
  40. Huisenga,Garrie D.; Longsdorf,Randy J.; Lattimer,Donald R., Two-wire process control loop diagnostics.
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