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The Use of Expert Systems in Offshore Oil and Gas Assets: A Status Review with Respect to Emerging Needs for Innovative Solutions

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Abstract

The ultimate goal of collaborative operating environments was value creation. All over the world, expert systems (ES) are being employed by various industrial sectors to foster this value creation process. Subsequently, under the umbrella of integrated operations (IO), this paper examines the current role and use of expert systems for value creation in the Norwegian offshore oil and gas (O&G) industry within the field of asset maintenance. Through comprehensive literature reviews, vendor surveys, and interactions with industry experts, the paper concludes that the Norwegian O&G industry closely mimics the global O&G industry in its adoption and use of expert systems technology. This study also reveals an apparent lack of widespread adoption of ES within maintenance is a contributory factor to the proliferation of preventive maintenance strategies on the Norwegian continental shelf.

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References

  1. Liyanage J (2008) Integrated eOperations–eMaintenance: Applications in North Sea offshore assets. In: Murthy D, Kobbacy K (eds) Complex system maintenance handbook. Springer-Verlag London Limited, London, pp 585–610

    Google Scholar 

  2. Norwegian Oil Industry Association (OLF) (2005) Integrated work processes: future work processes on the Norwegian continental shelf. Stavanger

    Google Scholar 

  3. Krishnamoorthy C, Rajeev S (1996) Artificial intelligence and expert systems for engineers. CRC Press, Florida

    Google Scholar 

  4. Badiru A, Cheung J (2002) Fuzzy engineering expert systems with neural network applications. Wiley, New Jersey

    Google Scholar 

  5. Romem Y (2010) Darwin, culture and expert systems. In: Vizureanu P (ed) Expert systems, Intech, pp 1-16

    Google Scholar 

  6. Siler W, Buckley J (2005) Fuzzy expert systems and fuzzy reasoning. Wiley, New Jersy

    Google Scholar 

  7. Noran O (n.d.) The evolution of expert systems. Available at: http://www.ict.griffith.edu.au/noran/Docs/ES-Evolution.pdf. Accessed Apr 2012

  8. Bassiliades N, Vlahavas I (2000) Active knowledge-based systems. In: Leondes CT (ed) Knowledged-based system: techniques and applications, Academic press, pp 1–34

    Google Scholar 

  9. Miller B (1995) GEOPLAY: a knowledge-based expert system—a model for exploration play analysis. U.S. Geological Survey Bulletin 2118, Washington

    Google Scholar 

  10. Ketata C, Satish M, Islam M (2005) Expert system knowledge management for laser drilling in the oil and gas industry, In: international conference on computational intelligence for modelling, control and automation and international conference on intelligent agents, web technologies and internet commerce, New York, vol 1, pp 930–938

    Google Scholar 

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Acknowledgments

We would like to acknowledge all asset managers and maintenance engineers from the NCS who contributed to this study.

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Correspondence to Nii Nortey B. C. Lokko .

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Lokko, N.N.B.C., Raza, J., Liyanage, J.P. (2015). The Use of Expert Systems in Offshore Oil and Gas Assets: A Status Review with Respect to Emerging Needs for Innovative Solutions. In: Lee, W., Choi, B., Ma, L., Mathew, J. (eds) Proceedings of the 7th World Congress on Engineering Asset Management (WCEAM 2012). Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-06966-1_36

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  • DOI: https://doi.org/10.1007/978-3-319-06966-1_36

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-02461-5

  • Online ISBN: 978-3-319-06966-1

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