All Outputs (6)

An application of FEA and machine learning for the prediction and optimisation of casing buckling and deformation responses in shale gas wells in an in-situ operation. (2021)
Journal Article
MOHAMMED, A.I., BARTLETT, M., OYENEYIN, B., KAYVANTASH, K. and NJUGUNA, J. 2021. An application of FEA and machine learning for the prediction and optimisation of casing buckling and deformation responses in shale gas wells in an in-situ operation. Journal of natural gas science and engineering [online], 95, article 104221. Available from: https://doi.org/10.1016/j.jngse.2021.104221

This paper proposes a novel way to study the casing structural integrity using two approaches of finite element analysis (FEA) and machine learning. The approach in this study is unique, as it captures the pertinent parameters influencing the casing... Read More about An application of FEA and machine learning for the prediction and optimisation of casing buckling and deformation responses in shale gas wells in an in-situ operation..

Real-time relative permeability prediction using deep learning. (2018)
Journal Article
ARIGBE, O.D., OYENEYIN, M.B., ARANA, I. and GHAZI, M.D. 2019. Real-time relative permeability prediction using deep learning. Journal of petroleum exploration and production technologies [online], 9(2), pages 1271-1284. Available from: https://doi.org/10.1007/s13202-018-0578-5

A review of the existing two and three phase relative permeability correlations shows a lot of pitfalls and restrictions imposed by (a) their assumptions (b) generalization ability and (c) difficulty with updating in real time for different reservoir... Read More about Real-time relative permeability prediction using deep learning..

Situation awareness approach to context-aware case-based decision support. (2012)
Thesis
NWIABU, N.D. 2012. Situation awareness approach to context-aware case-based decision support. Robert Gordon University, PhD thesis.

Context-aware case-based decision support systems (CACBDSS) use the context of users as one of the features for similarity assessment to provide solutions to problems. The combination of a context-aware case-based reasoning (CBR) with general domain... Read More about Situation awareness approach to context-aware case-based decision support..

Case-based situation awareness. (2012)
Conference Proceeding
NWIABU, N., ALLISON, I., HOLT, P., LOWIT, P. and OYENEYIN, B. 2012. Case-based situation awareness. In Proceedings of the 2012 IEEE international multi-disciplinary conference on cognitive methods in situation awareness and decision support (CogSIMA 2012), 6-8 March 2012, New Orleans, USA. New York: IEEE [online], article number 6188388, pages 22-29. Available from: https://doi.org/10.1109/CogSIMA.2012.6188388

Situation-aware case-based decision support (SACBDS) systems comprise two distinct parts: situation awareness (SA) and case-based reasoning (CBR). The SA part keeps a finite history of the time space information of the domain and uses rules to interp... Read More about Case-based situation awareness..

User interface design for situation-aware decision support systems. (2012)
Conference Proceeding
NWIABU, N., ALLISON, I., HOLT, P., LOWIT, P. and OYENEYIN, B. 2012. User interface design for situation-aware decision support systems. In Proceedings of the 2012 IEEE international multi-disciplinary conference on cognitive methods in situation awareness and decision support (CogSIMA 2012), 6-8 March 2012, New Orleans, USA. New York: IEEE [online], article number 6188405, pages 332-339. Available from: https://doi.org/10.1109/CogSIMA.2012.6188405

Information recall about general situations incurs memory and cognitive loads on operators. Recognition of information for specific situations identified with users context and the state of the world is helpful to operators in performing tasks in com... Read More about User interface design for situation-aware decision support systems..

Situation awareness in context-aware case-based decision support. (2011)
Conference Proceeding
NWIABU, N., ALLISON, I., HOLT, P., LOWIT, P. and OYENEYIN, B. 2011. Situation awareness in context-aware case-based decision support. In Proceedings of the 2011 IEEE international multi-disciplinary conference on cognitive methods in situation awareness and decision support (CogSIMA 2011), 22-24 February 2011, Miami, USA. New York: IEEE [online], article number 5753761, pages 9-16. Available from: https://doi.org/10.1109/COGSIMA.2011.5753761

Humans naturally reuse recalled knowledge to solve problems and this includes understanding the context i.e. the information that identifies or characterizes these problems. For problems in complex and dynamic environments, providing effective soluti... Read More about Situation awareness in context-aware case-based decision support..