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Adaptive feedforward cancellation with damping control system in head positioning systems of HDDs

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Abstract

Adaptive feedforward cancellation (AFC) with a damping control system has been developed to improve the head-positioning accuracy in hard disk drives (HDDs). There are various disturbances that reduce the head-positioning accuracy in a head-positioning system. The control system must compensate for these disturbances to improve the head-positioning accuracy. In addition, the robustness of the control system should be considered to realize stable operation for a mass-produced product such as HDDs. The proposed AFC updates a forgetting factor that corresponds to a damping factor in the adaptive algorithm to minimize the position error signal in real-time, and it can optimize the characteristics of the control system according to individual variations. We verified effectiveness of the proposed AFC in the HDD benchmark model. It was confirmed that the proposed AFC can adequately compensate for the vibration caused by flow-induced vibration defined in the benchmark model.

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References

  • Alexander G (2018) Computational linguistics and intelligent text processing–17th international conference, CICLing 2016, Konya, Turkey, April 3–9, 2016, Revised Selected Papers, Part I, Springer International Publishing, https://doi.org/10.1007/978-3-319-75477-2

    Google Scholar 

  • Atsumi T (2017) Minimization of unobservable oscillation in repeatable run-out for magnetic-head positioning system of hard disk drives. Mechatronics 44:24–31

    Article  Google Scholar 

  • Atsumi T, Messner WC (2012) Optimization of Head-Positioning Control in a Hard Disk Drive Using the RBode Plot. The IEEE Transactions on Industrial Electronics 59(1):521–529

    Article  Google Scholar 

  • Bagherieh O, Horowitz R (2018) Mixed H2/\(\text{H}_{\infty }\) Data-driven control design for hard disk drives. CoRR, arXiv:abs/1804.03298

  • Bettiol M, Capestro M, Di Maria E, Industry 4.0: the strategic role of marketin. www.economia.unipd.it/sites/economia.unipd.it/files/20170213.pdf. Accessed Feb 4, 2019

  • Blunck E, Werthmann H (2017) Industry 4.0—an opportunity to realize sustainable manufacturing and its potential for a circular economy. 3rd Dubrovnik International Economic Meeting (DIEM 2017), Konferenzband, ISSN 1849-3645

  • Bodson M, Sacks A, Khosla P (1992) Harmonic generation in adaptive feedforward cancellation schemes. IEEE Trans Autom Control 39(9):1939–1944

    Article  MathSciNet  Google Scholar 

  • Digital data storage outlook 2017. https://spectralogic.com/digital-data-storage-outlook-2017/. Accessed July 4 2018

  • Doyle JC, Francis BA, Tannenbaum AR (1992) Feedback control theory. Macmillan, London, England

    Google Scholar 

  • Draft national industry 4.0 policy framework–public. http://www.might.org.my/download/draft-national-industry-4-0-policy-framework-public-review/. Accessed Feb 4 2019

  • Francis BA, Wonham WM (1976) The internal model principle of control theory. Automatica 12:457–465

    Article  MathSciNet  Google Scholar 

  • Guo H, Ohta Y, Taguchi T, Masubuchi I (2012) Long seek control of hard disk drives using reference governor: an improved result. 2012 7th IEEE conference on industrial electronics and applications (ICIEA), pp 1951–1956

  • Hequn M, Xiaoyang H, Qide Z (2014) Digital feedback control of the flow-induced vibrations on the head gimbals assembly in hard disk drives: design and implementation. IEEE Trans Magn 50(10):1–6

    Google Scholar 

  • Hirata M, Takiguchi M, Nonami K (2003) Track-Following Control of Hard Disk Drives Using Multi-Rate Sampled-Data \(\text{ H }_{\infty }\) Control, Proceedings of the 42nd IEEE Conference on Decision and Control Maui, Hawaii USA, December

  • Hu X, Guo W, Huang T, Chen BM (1991) Discrete-time LQG/LTR dual-stage controller design and implementation for high track density HDDs. In: Proceedings of American control conference, pp 4111–4115

  • Hui L, Chunling Du, Wang Youyi, Yuqian G (2009) Discrete-time optimal reset control for hard disk drive servo systems. IEEE Trans Magn 45(11):5104–5107

    Article  Google Scholar 

  • Ito J, Atsumi T (2018) Controller design method for dual-stage-actuator system of HDDs by using RBode plot. In: The 4th IEEJ international workshop on sensing, actuation, motion control, and optimization, TT6–3

  • Kemao P, Ben MC, Tong H, Lee VV (2004) Design and implementation of a dual-stage actuated HDD servo system via composite nonlinear control approach. Mechatronics 14:965–988

    Article  Google Scholar 

  • Ki ML, Andreas AP (2006) Dynamic microwaviness measurements of super smooth disk media used in magnetic hard disk drives. Mech Syst Signal Process 20:1322–1337

    Article  Google Scholar 

  • Li G, McDonald GL, Zhao Q (2017) Sinusoidal synthesis based adaptive tracking for rotating machinery fault detection. Mech Syst Signal Process 83:356–370

    Article  Google Scholar 

  • Liting S, Tomizuka M (2017) Multirate vibration attenuation beyond nyquist frequency with performance. Stab Robust Anal IFAC-PapersOnLine 50(1):10857–10863

    Article  Google Scholar 

  • LIU X, LIU J, LIM CK (2003) FEM and experimental analysis of the actuato eBUTTERFLY modeFin a. Mech Syst Signal Process 17:955–964

    Article  Google Scholar 

  • Ljung L (2003) Reduction of flow-induced suspension vibrations in a hard disk drive by dual-stage suspension control. IEEE Trans Magn 39(5):2237–2239

    Article  Google Scholar 

  • Ma H, Tian J, Hu D (2013) Development of a fast tool servo in noncircular turning and its control. Mech Syst Signal Process 41:705–713

    Article  Google Scholar 

  • Mohammadreza C, Ehsan K, Venkatakrishnan V, Abdullah AM, Qing GW (2014) Design of a probabilistic robust track-following controller for hard disk drive servo systems. Mechatronics 24:582–589

    Article  Google Scholar 

  • Nidec corporation third quarter fiscal 2017 results 3 and 9 Months ended December 31, 2017. http://www.nidec.com/en-Global/. Accessed July 4 2018

  • Sacks A, Bodson M, Khosla P (1993) Experimental results of adaptive periodic disturbance cancellation in a high performance magnetic disk drive. In: Proceedings of American control conference, pp 686–690

  • Seagate launches fastest, highest-capacity 2.5-in. enterprise performance 10K HDD, for mission critical storage efficiency https://blog.seagate.com/intelligent/seagate-launches-fastest-highest-capacity-2-5-inch-enterprise-performance-10k-hdd-for-mission-critical-storage-efficiency/. Accessed July 4 2018

  • Sundaravadivelu K, Qide Z (2008) Air flow induced vibration of the head carriage arm in a simulated hard disk drive using a large eddy simulation. WIT Trans Eng Sci 50:431–440

    Google Scholar 

  • The institute of electrical engineers of Japan technical committee for novel nanoscale servo control. http://hflab.k.u-tokyo.ac.jp/nss/MSS_bench_e.htm. Accessed July 4 2018

  • Yabui S (2019) Compensation and identification for external disturbances in head positioning systems of hard disk drives based on a data-based design method. Mech Syst Signal Process 115:434–449

    Article  Google Scholar 

  • Yabui S, Okuyama A, Kobayashi M, Atsumi T (2012) Optimization of adaptive feedforward repeatable run-out cancellation for positioning control system of hard disk drives. Microsyst Technol 18(9–10):1703–1709

    Article  Google Scholar 

  • Yabui S, Kajiwara I, Nakamura S, Atsumi T (2013) Improvement of convergence for adaptive feed-forward cancellation using variable gains in a head positioning system of hard disk drives. Adv Mech Des Syst Manuf 7(6):903–918

    Article  Google Scholar 

  • Yabui S, Okuyama A, Atsumi T, Odai M (2013) Development of optimized adaptive feed-forward cancellation with damping function for head positioning system in hard disk drives. Adv Mech Des Syst Manuf 7(1):39–51

    Article  Google Scholar 

  • Yamaguchi T, Hirata M, Pang CK (2012) High-speed precision motion control, Boca Raton. CRC Press, Florida

    Google Scholar 

  • Yamato Y (2016) Cloud storage application area of HDD SSD hybrid storage, distributed storage, and HDD storage. IEEJ Trans Electr Electron Eng 11:674–675

    Article  Google Scholar 

  • Younghee H, Raymond AC (2009) Evaluating track-following servo performance of high-density hard disk drives using patterned media. IEEE Trans Magn 45(12):2237–2239

    Google Scholar 

  • Zhang J, Chen R, Guo G, Low T (2000) Modified adaptive feedforward runout compensation for dual-stage servo system. IEEE Trans Magn 36(5):3581–3584

    Article  Google Scholar 

Download references

Acknowledgements

This work was supported by JSPS KAKENHI Grant Number JP18K13714.

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Correspondence to Shota Yabui.

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Yabui, S., Inoue, T. Adaptive feedforward cancellation with damping control system in head positioning systems of HDDs. Microsyst Technol 25, 4547–4558 (2019). https://doi.org/10.1007/s00542-019-04465-5

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