클라우드 컴퓨팅 기반의 자동차 부하정보 모니터링 시스템 개발
Development of Load Profile Monitoring System Based on Cloud Computing in Automotive
0
조회
0
다운로드
2
인용
0
참고문헌
초록
Purpose: For improving result of estimated remaining useful life in Prognostics and Health Management (PHM), a system which is able to consider a lot of environment and load data is required. Method: A load profile monitoring system was presented based on cloud computing for gathering and processing raw data which is included environment and load data. Result: Users can access results of load profile information on the Internet. The developed system provides information which consists of distribution of load data, basic statistics, etc. Conclusion: We developed the load profile monitoring system for considering much environment and load data. This system has advantag
Abstract
Purpose: For improving result of estimated remaining useful life in Prognostics and Health Management (PHM), a system which is able to consider a lot of environment and load data is required. Method: A load profile monitoring system was presented based on cloud computing for gathering and processing raw data which is included environment and load data. Result: Users can access results of load profile information on the Internet. The developed system provides information which consists of distribution of load data, basic statistics, etc. Conclusion: We developed the load profile monitoring system for considering much environment and load data. This system has advantag
참고문헌 (29)
- Ahn, Yungbae., "Public institution evaluation system based on cloud", 석사, pp.2013
- Antory, David, "Application of a Data-Driven Monitoring Technique to Diagnose Air Leaks in an Automotive Diesel Engine : A Case Study", Mechanical Systems and Signal Processing, 21(2), pp.795~808 (2007)
- Camci, Fatih., "Feature Evaluation for Effective Bearing Prognostics", Quality and Reliability Engineering International, 29(4), pp.477~486 (2013)
- Cheng, Shunfeng, "Sensor Systems for Prognostics and Health Management", Sensors, 10(6), pp.5774~5797 (2010)
- 최광두, "모바일 클라우드 스토리지 서비스 이용만족에 영향을 미치는 요인에 관한 실증연구", 품질경영학회지, 41(3), pp.381~394 (2013), 한국품질경영학회[DOI]
- Han, Chang-un, "Automobile evolution and the need for evolution of diagnostic techniques of electrical components", Journal of the KSME, 53(7), pp.40~43 (2013)
- "IBM big data for the automotive industry" (2013)[URL]
- "IEEE PHM 2014 Data Challenge" (2014)[URL]
- Jang, Jung-sun, "Case studies of PHM technology in the field of hybrid", electric vehicles, 2013, pp.53(7), 35~39
- Jiang, Dongxiang, "Machine Condition Classification Using Deterioration Feature Extraction and Anomaly Determination", IEEE Transactions on Reliability, 60(1), pp.41~48 (2011)
- Kohonen, Teuvo, "The Self-Organizing Map" (1995), Springer
- Kwan, C., "A Novel Approach to Fault Diagnostics and Prognostics", In ICRA, pp.604~609 (2003)
- Lee, Jay, "Methodology and Framework of a Cloud-Based Prognostics and Health Management System for Manufacturing Industry", Chemical engineering transactions, 33, pp.205~210 (2013)
- Lee, Jong-Beom, "The Study on the High Acceleration Life Method for the Automotive Electric and Electronic Parts", Journal of the Korean Society for Quality Management, 28(4), pp.16~28 (2000)
- Lee, Jongmin, "On-Line Batch Process Monitoring Using a Consecutively Updated Multiway Principal Component Analysis Model", Computers and chemical engineering, 27(12), pp.1903~1912 (2003)
- Li, Ruoyu, "Fault Features Extraction for Bearing Prognostics", Journal of Intelligent Manufacturing, 23(2), pp.313~321 (2012)
- Makoto, Shirota., "The Impact of Cloud Computing" (2009), Jpub
- Mathew, Sony, "Prognostics Assessment of Aluminum Support Structure on a Printed Circuit Board", Journal of Electronic Packaging, 128(4), pp.339~345 (2006)
- Medjaher, Kamal, "Feature Extraction and Evaluation for Health Assessment and Failure Prognostics", In Proceedings of First European Conference of the Prognostics and Health Management Society, pp.111~116 (2012)
- Peng, Ying, "Current Status of Machine Prognostics in Condition-Based Maintenance: A Review", The International Journal of Advanced Manufacturing Technology, 50(1-4), pp.297~313 (2010)
- Ramakrishnan, Arun, "A Life Consumption Monitoring Methodology for Electronic Systems", IEEE Transactions on Components and Packaging Technologies, 26(3), pp.625~634 (2003)
- Scott, David, W, "On Optimal and Data-Based Histograms", Biometrika, 66(3), pp.605~610 (1979)
- Shetty, Vidyasagar, "Remaining Life Assessment of Shuttle Remote Manipulator System End Effector Electronics Unit", IEEE, 8, pp.2987~2991 (2002)
- 송종우, "R의 분류방법을 이용한 신용카드 승인 분석 비교", 품질경영학회지, 36(1), pp.72~79 (2008), 한국품질경영학회
- Vichare, Nikhil, "Environment and Usage Monitoring of Electronic Products for Health Assessment and Product Design", Quality Technology and Quantitative Management, 4(2), pp.235~250 (2007)
- Vichare, Nikhil, M., "Prognostics and Health Management of Electronics", IEEE Transactions on Components and Packaging Technologies, 29(1), pp.222~229 (2006)
- Vichare, Nikhil, M., "Prognostics and Health Management of Electronics By Utilizing Environmental And Usage Loads", Ph.D, pp.2006
- Wand, M. P, "Data-Based Choice of Histogram Bin Width", The American Statistician, 51(1), pp.59~64 (1997)
- Zhang, Xiaodong, "An Integrated Approach to Bearing Fault Diagnostics and Prognostics", In American Control Conference, pp.2750~2755 (2005)
