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Towards farm-level health management of offshore wind farms for maintenance improvements

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Abstract

This paper studies a conceptual architecture for health management of offshore wind farms. To this aim, various necessary enablers of a health management system are presented to improve reliability and availability while optimizing maintenance costs. The main focus lies on improving existing condition monitoring systems based on concepts of condition-based maintenance and reliability centered maintenance. A brief review of the relevant state-of-the-art is presented and gaps to be filled towards realization of such health management system are discussed.

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References

  1. Wilkes J, Pineda I, Corbetta G (2014) Wind energy scenarios for 2020. A Report by European Wind Energy Association (EWEA)

  2. Tavner PJ, Long H, Feng Y (2010) Early experiences with UK round 1 offshore wind farms. Proceedings ICE - Energy 163:167–181

    Article  Google Scholar 

  3. Van Bussel G, Henderson A (2001) State of the art and technology trends for offshore wind energy: operation and maintenance issues. In: in [Online] Delft University of Technology, European Commission

  4. Rademakers L, Braam H, Verbruggen T (2003) R&D needs for O&M of wind turbines. Energy Center Netherlands (ECN) - Wind Energy, Report (RX-03-045)

  5. Verbruggen TW (2003) Wind turbine operation and maintenance based on condition monitoring. ECN - CONMOW Final Report

  6. Gayo JB (2011) Final publishable summary of results of project ReliaWind. In: Reliability-Focused Research on Optimizing Wind Energy System Design, Operation and Maintenance: Tools, Proof of Concepts, Guidelines and Methodologies for a New Generation, FP7-Energy-2007-1-RTD

  7. Supergen-Wind, UK available at http://www.supergen-wind.org.uk/index.html

  8. Ribrant J, Bertling L (2007) Survey of failures in wind power systems with focus on swedish wind power plants during 1997-2005. In: Power Engineering Society General Meeting, 2007, IEEE, pp 1–8

  9. Hahn B, Durstewitz M, Rohrig K (2007) Reliability of wind turbines. In: Peinke J, Schaumann P, Barth S (eds) Wind energy. Springer, Berlin Heidelberg, pp 329–332. ch. 62

    Chapter  Google Scholar 

  10. Tavner P (2012) Offshore wind turbines: reliability, availability and maintenance. IET Power and Energy Series, Institution of Engineering and Technology

  11. Crabtree C, Tavner P, Zappala D (2014) Survey of commercially available condition monitoring systems for wind turbines. Supergen Wind Report

  12. Van Bussel G (2002) Offshore Wind Energy, The Reliability Dilemma. In: Proceedings of the International Conference, pp 2–6

  13. Nilsson J, Bertling L (2007) Maintenance management of wind power systems using condition monitoring systems—life cycle cost analysis for two case studies. IEEE Trans Energy Convers 22:223–229

    Article  Google Scholar 

  14. Link H, LaCava W, van Dam J, McNiff B, Sheng S, Wallen R, McDade M, Lambert S, Butterfield S, Oyague F (2011) Gearbox reliability collaborative project report: findings from phase 1 and phase 2 testing. Technical Report, National Renewable Energy Laboratory (NREL), NREL/TP-5000-51885

  15. Integrated Product Support Element Guidebook, Defense Acquisition University, Department of Defense (US), pp. 265–301, Dec. 2011

  16. Rademakers L, Braam H, Obdam T, Frohbose P, Kruse N (2008) Tools for estimating operation and maintenance costs of offshore wind farms: state of the art. Proceedings of European Wind Energy Conference (EWEC)

  17. García Márquez FP, Tobias AM, Pinar Pérez JM, Papaelias M (2012) Condition monitoring of wind turbines: techniques and methods. Renew Energy 46:169–178

    Article  Google Scholar 

  18. Takoutsing P, Wamkeue R, Ouhrouche M, Slaoui-Hasnaoui F, Tameghe T, Ekemb G (2014) Wind turbine condition monitoring: state-of-the-art review, new trends, and future challenges. Energies 7(4):2595–2630

    Article  Google Scholar 

  19. Lebold M, Thurston M (2001) Open standards for condition-based maintenance and prognostic systems. Maintenance and Reliability Conference (MARCON)

  20. Heng A, Zhang S, Tan ACC, Mathew J (2009) Rotating machinery prognostics: state of the art, challenges and opportunities. Mech Syst Signal Process 23(3):724–739

    Article  Google Scholar 

  21. SAE, JA-1012 A Guide to the Reliability-Centered Maintenance (RCM) Standard. SAE International, 2002 (Revised in 2011)

  22. May A, McMillan D (2013) Condition based maintenance for offshore wind turbines : the effects of false alarms from condition monitoring systems. European Safety and Reliability Conference (ESREL)

  23. Nowlan FS, Heap HF (1978) Reliability-centered maintenance. tech. rep., DTIC Document

  24. SAE, JA1011 - Evaluation Criteria for Reliability-Centered Maintenance (RCM) Processes. SAE International, 1999 (Revised in 2009)

  25. Naval Air Systems Command (2005) NAVAIR 00-25-403 guide for the naval aviation reliability-centered maintenance process

  26. Smith AM, Hinchcliffe GR (2003) RCM - gateway to world class maintenance, 1edn. Butterworth - Heinemann

  27. Besnard F, Fischer K, Bertling L (Oct 2010) Reliability-centred asset maintenance; a step towards enhanced reliability, availability, and profitability of wind power plants

  28. Igba J, Alemzadeh K, Anyanwu-Ebo I, Gibbons P, Friis J (2013) A systems approach towards reliability-centered maintenance (rcm) of wind turbines. Procedia Comput Sci 16(0):814–823. 2013 Conference on Systems Engineering Research

    Article  Google Scholar 

  29. McMillan D, Ault GW (2014) Towards reliability centered maintenance of wind turbines. Reliable and Sustainable Electric Power and Energy Systems Management. Springer, India, pp 183–194

    Google Scholar 

  30. Baglee D, Knowles M (2014) Developing RCM strategy for wind turbines utilizing online condition E-monitoring. Lecture Notes in Mechanical Engineering. Springer, London , pp 11–20

    Google Scholar 

  31. Dehghanian P, Fotuhi-Firuzabad M, Bagheri-Shouraki S, Razi Kazemi AA (2012) Critical component identification in reliability centered asset management of power distribution systems via fuzzy AHP. IEEE Syst J 6:593–602

    Article  Google Scholar 

  32. Dehghanian P, Fotuhi-Firuzabad M, Aminifar F, Billinton R (2013) A comprehensive scheme for reliability centered maintenance in power distribution systems part I: methodology. IEEE Trans Power Delivery 28:761–770

    Article  Google Scholar 

  33. Dehghanian P, Fotuhi-Firuzabad M, Aminifar F, Billinton R (2013) A comprehensive scheme for reliability centered maintenance in power distribution systems part II: numerical analysis. IEEE Trans Power Delivery 28:771–778

    Article  Google Scholar 

  34. Moubray J (2000) The case against streamlined RCM. Aladon, UK

  35. IEC-61400-25: Wind Turbine Generator Systems part 25: Communications for Monitoring and Control of Wind Power Plants. International Electrotechnical Commission (IEC), December 2006

  36. Nguyen TH, Prinz A, Friisø T, Nossum R, Tyapin I (2013) A framework for data integration of offshore wind farms. Renew Energy 60:150–161

    Article  Google Scholar 

  37. Faulstich S, Lyding P, Hahn B, Brune D (2010) A Collaborative reliability database for maintenance optimization. European Wind Energy Conference, Warsaw

  38. Petersson L, Andersson J-O, Orbert C, Skagermann S (2010) RAMS—database for wind turbines. Elforsk Report 10:67

    Google Scholar 

  39. Marwala T (2009) Computational intelligence for missing data imputation, estimation,and management: knowledge optimization techniques. Information Science Reference

  40. Zhang H, Shi Y, Wang J (2014) On energy-to-peak filtering for nonuniformly sampled nonlinear systems: a Markovian jump system approach. IEEE Trans Fuzzy Syst 22:212–222

    Article  Google Scholar 

  41. Faulstich S, Lyding P, Hahn B (2010) Electrical subassemblies of wind turbines—a substantial risk for the availability. European Wind Energy Conference, Warsaw

  42. Ray A, Wu M-K, Carpino M, Lorenzo CF (1994) Damage-mitigating control of mechanical systems: Part I—conceptual development and model formulation. J Dyn Syst Meas Control 116:437

    Article  MATH  Google Scholar 

  43. Adhikari PP, Makhecha D, Buderath M (2014) A certifiable approach towards integrated solution for aircraft readiness management. European Conference of The Prognostics and Health Management Society

  44. Besnard F, Fischer K, Tjernberg LB (2013) A model for the optimization of the maintenance support organization for offshore wind farms. IEEE Trans Sust Energ 4:443–450

    Article  Google Scholar 

  45. Halvorsen-Weare EE, Gundegjerde C, Halvorsen IB, Hvattum LM, Nonås LM (2013) Vessel fleet analysis for maintenance operations at offshore wind farms. Energy Procedia 35:167–176

    Article  Google Scholar 

  46. Arvesen A, Birkeland C, Hertwich EG (2013) The importance of ships and spare parts in LCAs of offshore wind power. Environ Sci Technol 47:2948–2956

    Article  Google Scholar 

  47. Shafiee M (2015) Maintenance logistics organization for offshore wind energy: current progress and future perspectives. Renew Energy 77:182–193

    Article  Google Scholar 

  48. O’Connor M, Lewis T, Dalton G (2013) Weather window analysis of Irish west coast wave data with relevance to operations & maintenance of marine renewables. Renew Energy 52:57–66

    Article  Google Scholar 

  49. Sørensen JD (2009) Framework for risk-based planning of operation and maintenance for offshore wind turbines. Wind Energy 12:493–506

    Article  Google Scholar 

  50. Nielsen JJ, Sørensen JD (2011) On risk-based operation and maintenance of offshore wind turbine components. Reliab Eng Syst Saf 96:218–229

    Article  Google Scholar 

  51. Ding F, Tian Z (2012) Opportunistic maintenance for wind farms considering multi-level imperfect maintenance thresholds. Renew Energy 45:175–182

    Article  Google Scholar 

  52. Tambe PP, Mohite S, Kulkarni MS (2013) Optimisation of opportunistic maintenance of a multi-component system considering the effect of failures on quality and production schedule: a case study. Int J Adv Manuf Technol 69 :1743–1756

    Article  Google Scholar 

  53. Halim T, Tang L-C (2007) Confidence interval for optimal preventive maintenance interval and its applications in maintenance planning. Int J Adv Manuf Technol 40:203–213

    Article  Google Scholar 

  54. Rademakers L, Braam H, Obdam T, Pieterman R (2009) Operation and maintenance cost estimator (OMCE) to estimate the future O & M costs of offshore wind farms. In: European offshore wind 2009 conference. Stockholm

  55. Hofmann M., Sperstad IB (2013) NOWIcob—a tool for reducing the maintenance costs of offshore wind farms. Energy Procedia 35:177–186

    Article  Google Scholar 

  56. Giebel G, Gehrke O, Mcgugan M, Borum K (2006) Common access to wind turbine data for condition monitoring the IEC 61400-25 family of standards. In: Proceedings of the 27th Riso International Symposium on Materials Science

  57. Olsen AK, Osdil B, Poulsen B, Pedersen KOH (2007) Prototype of generic server for wind power plants using IEC-61400-25 standard. Int J Distributed Energy Resources 3(4):273–290

    Google Scholar 

  58. Srinivas S, Musial W, Bailey B, Filippelli M (2014) Assessment of offshore wind system design, safety and operation standards (NREL/TP-5000-60573). tech. rep., National Renewable Energy Laboratory (NREL)

  59. DNV-OS-J103- Design of Floating Wind Turbine Structures (2013) Det Norske Veritas AS

  60. GL-51E -Guideline for Certification of Offshore Wind Turbines (2012) Germanischer Lloyd

  61. GL-55E -Guideline for Certification of Condition Monitoring Systems for Wind Turbines (2013) Germanischer Lloyd

  62. ARP6290 - guideline for the development of architectures for integrated vehicle health management systems. Society of Automotive Engineers (SAE), Initiated 2013

  63. Wood RJ (2010) Tribology and corrosion aspects of wind turbines. Wind Energy - Challenges for Materials, Mechanics and Surface Science

  64. Saxena A, Celaya J, Balaban E, Goebel K, Saha B, Saha S, Schwabacher M (2008) Metrics for Evaluating Performance of Prognostic Techniques. In: 2008 International Conference on Prognostics and Health Management, pp. 1–17, IEEE

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Correspondence to Surya Teja Kandukuri.

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Kandukuri, S.T., Robbersmyr, K.G. & Karimi, H.R. Towards farm-level health management of offshore wind farms for maintenance improvements. Int J Adv Manuf Technol 83, 1557–1567 (2016). https://doi.org/10.1007/s00170-015-7616-y

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  • DOI: https://doi.org/10.1007/s00170-015-7616-y

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