메뉴 건너뛰기




Volumn , Issue , 2011, Pages

Health monitoring of hard disk drive based on Mahalanobis distance

Author keywords

anomaly prediction; hard disk drive; Mahalanobis distance; SMART

Indexed keywords

ANOMALY PREDICTION; CATASTROPHIC CONSEQUENCES; CORE COMPONENTS; DATA BACKUPS; DATA LOSS; EFFECTS ANALYSIS; FAILURE MECHANISM; HARD DISK DRIVE; HARD DISK DRIVES; HEAD DISK INTERFACE; HEAD STACK ASSEMBLY; HEALTH MONITORING; MAHALANOBIS DISTANCES; NOVEL STRATEGIES; PERFORMANCE PARAMETERS; POTENTIAL FAILURE MODES; PRIORITIZATION; RISK PRIORITY NUMBER; SMART;

EID: 79960914247     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PHM.2011.5939558     Document Type: Conference Paper
Times cited : (46)

References (43)
  • 1
    • 0003918928 scopus 로고    scopus 로고
    • October
    • Peter Lyman and Hal R.Varian, "How much information?" http://www2.sims.berkeley.edu/research/projects/how-much-info-2003/index.htm, October 2003.
    • (2003) How Much Information?
    • Lyman, P.1    Varian, H.R.2
  • 2
    • 67649492351 scopus 로고    scopus 로고
    • Estimating Drive Reliability in Desktop Computers and Consumer Electronics Systems
    • November
    • Gerry Cole, "Estimating Drive Reliability in Desktop Computers and Consumer Electronics Systems," Seagate Personal Storage GroupTechnology paper, November 2000.
    • (2000) Seagate Personal Storage GroupTechnology Paper
    • Cole, G.1
  • 4
    • 79960908201 scopus 로고    scopus 로고
    • viewed on November 20, 2010
    • Samsung Desktop Spinpoint F3R Specifications, http://www.samsung.com/ global/system/business/hdd/prdmodel/2010 /10/7/109082f3rspecsheet.pdf, viewed on November 20, 2010.
    • Samsung Desktop Spinpoint F3R Specifications
  • 7
    • 0035133371 scopus 로고    scopus 로고
    • Spin-dependent tunneling conductance of FezMgOzFe sandwiches
    • 054416, January
    • W. H. Butler, X.-G. Zhang, and T. C. Schulthess, "Spin-dependent tunneling conductance of FezMgOzFe sandwiches," Physical Review B, vol. 63, pp. 1-12 (054416), January 2001.
    • (2001) Physical Review B , vol.63 , pp. 1-12
    • Butler, W.H.1    Zhang, X.-G.2    Schulthess, T.C.3
  • 8
    • 70449378363 scopus 로고    scopus 로고
    • Dynamic Head-Disk Interface Instabilities with Friction for Light Contact (Surfing) Recording
    • Nov.
    • Vakis, A.I. Sung-Chang Lee Polycarpou, A.A., "Dynamic Head-Disk Interface Instabilities With Friction for Light Contact (Surfing) Recording," IEEE Transactions on Magnetics, vol.45, pp. 4966-4971, Nov. 2009.
    • (2009) IEEE Transactions on Magnetics , vol.45 , pp. 4966-4971
    • Vakis, A.I.1    Lee, S.-C.2    Polycarpou, A.A.3
  • 10
    • 0034266925 scopus 로고    scopus 로고
    • Contact force measurement using acoustic emission analysis and system identification methods
    • Bernhard Knigge, Frank E. Talke, "Contact force measurement using acoustic emission analysis and system identification methods," Tribology International, vol. 33, pp. 639-646. 2000.
    • (2000) Tribology International , vol.33 , pp. 639-646
    • Knigge, B.1    Talke, F.E.2
  • 11
    • 34548220890 scopus 로고    scopus 로고
    • Ultra sensitive in-situ acoustic characterization system for HOD head disc interface defectoscopy
    • Antanas Daugela, Subra Nagarajan, Zine E. Boutaghou, "Ultra sensitive in-situ acoustic characterization system for HOD head disc interface defectoscopy," Microsyst Technol,vol. 13, pp. 1185-1191 2007.
    • (2007) Microsyst Technol , vol.13 , pp. 1185-1191
    • Daugela, A.1    Nagarajan, S.2    Boutaghou, Z.E.3
  • 17
    • 21844431631 scopus 로고    scopus 로고
    • Machine leaming methods for predicting failures in hard drives: A multiple instance application
    • Joseph F. Murray, Gordon F. Hughes, and Kenneth Kreutz-Delgado, "Machine leaming methods for predicting failures in hard drives: A multiple instance application," J. Mach. Learn. Res., vol. 6, pp. 783-816,2005.
    • (2005) J. Mach. Learn. Res. , vol.6 , pp. 783-816
    • Murray, J.F.1    Hughes, G.F.2    Kreutz-Delgado, K.3
  • 18
    • 79960927542 scopus 로고    scopus 로고
    • viewed on November 10, 2010
    • Hard Disk and Hard Drive Physical Components, http://www.hddtool.com/hdd- basic/hard-disk-and-hard-drive-physicalcomponents. htm, viewed on November 10, 2010.
    • Hard Disk and Hard Drive Physical Components
  • 21
    • 79960916385 scopus 로고    scopus 로고
    • viewed on November 30, 2010
    • PC technology-Hard disk menu. http://www.pctechguide.com/31HardDisk- SMART.htm. viewed on November 30, 2010.
    • PC Technology-Hard Disk Menu
  • 23
    • 85016299607 scopus 로고    scopus 로고
    • Reliability and Security of RAID Storage Systems and D2D Archives Using SATA Disk Drives
    • December
    • Gordon F. Hughes, Joseph F. Murray, "Reliability and Security of RAID Storage Systems and D2D Archives Using SATA Disk Drives," ACM Transactions on Storage, vol. 1, pp. 95-107, December 2004.
    • (2004) ACM Transactions on Storage , vol.1 , pp. 95-107
    • Hughes, G.F.1    Murray, J.F.2
  • 24
    • 78651107354 scopus 로고    scopus 로고
    • Tribological and Dynamic Study of Head Disk Interface at Sub-1-nm Clearance
    • January
    • Lizhi Su, Yuanzhan Hu, Lam, E.L., Ping Li, Ng, R.W., Dong Liang, "Tribological and Dynamic Study of Head Disk Interface at Sub-1-nm Clearance ", IEEE Transactions on Magnetics, vol. 47, pp. 111-116, January, 2011.
    • (2011) IEEE Transactions on Magnetics , vol.47 , pp. 111-116
    • Su, L.1    Hu, Y.2    Lam, E.L.3    Li, P.4    Ng, R.W.5    Liang, D.6
  • 26
    • 0141953876 scopus 로고    scopus 로고
    • A study of lube displacement under a flying head slider caused by slider-disk interaction
    • September
    • Takeshi Watanabe and David B. Bogy, "A study of lube displacement under a flying head slider caused by slider-disk interaction," IEEE Transactions on Magnetics, vol. 47, pp. 2477-2479, September, 2003.
    • (2003) IEEE Transactions on Magnetics , vol.47 , pp. 2477-2479
    • Watanabe, T.1    Bogy, D.B.2
  • 27
    • 0034485429 scopus 로고    scopus 로고
    • Dynamic Characteristics of an In-Contact Headslider Considering Meniscus Force:Part I - Formulation and Application to the Disk with Sinusoidal Undulation
    • July
    • Takahisa Kato, Souta Watanabe, Hiroshige Matsuoka. "Dynamic Characteristics of an In-Contact Headslider Considering Meniscus Force:Part I - Formulation and Application to the Disk With Sinusoidal Undulation," Journal of Tribology, vol. 122, pp. 633-638, July 2000.
    • (2000) Journal of Tribology , vol.122 , pp. 633-638
    • Kato, T.1    Watanabe, S.2    Matsuoka, H.3
  • 28
    • 18644371852 scopus 로고    scopus 로고
    • Experimental and Analytical Study of Bouncing Vibrations of a Flying Head Slider in a Near-Contact Regime
    • April
    • Kyosuke Ono, Masami Yamane, Hiroshi Yamaura,"Experimental and Analytical Study of Bouncing Vibrations of a Flying Head Slider in a Near-Contact Regime," Journal of Tribology, vol. 127, pp. 376-386. April 2005.
    • (2005) Journal of Tribology , vol.127 , pp. 376-386
    • Ono, K.1    Yamane, M.2    Yamaura, H.3
  • 29
    • 0001366436 scopus 로고    scopus 로고
    • Particle Induced Damage on Heads and Discs Due to Fine Particles of Different Materials
    • March
    • Lihong Zhang, Ramesh Koka, Yewwah Yuen and Edwin Lam, "Particle Induced Damage on Heads and Discs Due to Fine Particles of Different Materials," IEEE Transactions on Magnetics, vol. 35, pp. 927-932, March 1999.
    • (1999) IEEE Transactions on Magnetics , vol.35 , pp. 927-932
    • Zhang, L.1    Koka, R.2    Yuen, Y.3    Lam, E.4
  • 30
    • 0036694052 scopus 로고    scopus 로고
    • Numerical simulation of shock response of disk-suspension-slider air bearing systems in hard disk drives
    • Q. H. Zeng and D. B. Bogy, "Numerical simulation of shock response of disk-suspension-slider air bearing systems in hard disk drives," Microsystem Technologies, vol. 8, pp. 289-296, 2002.
    • (2002) Microsystem Technologies , vol.8 , pp. 289-296
    • Zeng, Q.H.1    Bogy, D.B.2
  • 33
    • 26444508831 scopus 로고    scopus 로고
    • Position error reduction in magnetic disk drives using a head gimbal assembly with radial head motion capability
    • July
    • Dong-Ho Oh, Seong-Woo Kang, "Position error reduction in magnetic disk drives using a head gimbal assembly with radial head motion capability, " Microsyst Technol, vol. 11, pp. 728-733, July 2005.
    • (2005) Microsyst Technol , vol.11 , pp. 728-733
    • Oh, D.-H.1    Kang, S.-W.2
  • 34
    • 33750842960 scopus 로고    scopus 로고
    • Contact-induced off-track vibrations of air bearing-slider-suspension system in hard disk drives
    • October
    • S.K. Yu, B. Liu, W. Hua and W.D. Zhou, "Contact-induced off-track vibrations of air bearing-slider-suspension system in hard disk drives," Tribology Letters,vol. 24, pp. 27-36, October 2006.
    • (2006) Tribology Letters , vol.24 , pp. 27-36
    • Yu, S.K.1    Liu, B.2    Hua, W.3    Zhou, W.D.4
  • 39
    • 79960909546 scopus 로고    scopus 로고
    • Get S.M.A.R.T for Reliability
    • Get S.M.A.R.T for Reliability, Seagate Technology Paper, http://www.seagate.com/docs/pdf/whitepaper/enhanced -smart. pdf.
    • Seagate Technology Paper
  • 42
    • 79551499601 scopus 로고    scopus 로고
    • Health monitoring of electronic products based on Mahalanobis distance and Weibull decision metrics
    • February
    • Gang Niu, Satnam Singhb, Steven W. Hollandc, and Michael Pecht, "Health monitoring of electronic products based on Mahalanobis distance and Weibull decision metrics," Microelectronics Reliability, vol. 51, pp. 279-284, February 2011.
    • (2011) Microelectronics Reliability , vol.51 , pp. 279-284
    • Niu, G.1    Singhb, S.2    Hollandc, S.W.3    Pecht, M.4
  • 43
    • 84866161095 scopus 로고    scopus 로고
    • viewed on November 20, 2010
    • S.M.A.R.T. Data Set, http://cmrr.ucsd.edu/SMART/, viewed on November 20, 2010.
    • S.M.A.R.T. Data Set


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.