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Powering innovation in artificial intelligence with Open Access research...

Artificial intelligence (AI) and machine learning (ML) together represent a research frontier with a wide variety of discipline specific applications. At Strathclyde researchers in Computer & Information Sciences are exploring improved AI planning models to enable improved decision making by automous agents. Meanwhile, research conducted by the Aerospace Centre of Excellence is using AI and computational techniques to optimize the efficacy of certain astronautic applications. This includes 'global trajectory optimization' to aircraft and spacecraft design, from the planning and scheduling for autonomous vehicles to the synthesis of robust controllers for airplanes or satellites.

AI is also transforming the research agenda within Finance, where researchers are exploring the potential of AI and machine learning in evaluating banking risks and in new, emerging aspects of FinTech.

Explore some of this Open Access research from Computer & Information Sciences, Aerospace Centre of Excellence and Finance. Or explore all of Strathclyde's Open Access research...

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Number of items: 15.

Article

Sun, Qiuzhuang and Ye, Zhi-Sheng and Revie, Matthew and Walls, Lesley (2019) Reliability modelling of infrastructure load-sharing systems with workload adjustment. IEEE Transactions on Reliability, 68 (4). pp. 1283-1295. ISSN 0018-9529

Zhao, Xiujie and Liu, Bin and Liu, Yiqi (2018) Reliability modeling and analysis of load-sharing systems with continuously degrading components. IEEE Transactions on Reliability, 67 (3). 1096 - 1110. ISSN 0018-9529

George-Williams, Hindolo and Lee, Min and Patelli, Edoardo (2018) Probabilistic risk assessment of station blackouts in nuclear power plants. IEEE Transactions on Reliability, 67 (2). pp. 494-512. ISSN 0018-9529

Zhao, Xiujie and Xu, Jianyu and Liu, Bin (2018) Accelerated degradation tests planning with competing failure modes. IEEE Transactions on Reliability, 67 (1). pp. 142-155. ISSN 0018-9529

Liu, Bin and Yeh, Ruey-Huei and Xie, Min and Kuo, Way (2017) Maintenance scheduling for multicomponent systems with hidden failures. IEEE Transactions on Reliability, 66 (4). pp. 1280-1292. ISSN 0018-9529

Costello, Jason J. A. and West, Graeme M. and McArthur, Stephen D. J. (2017) Machine learning model for event-based prognostics in gas circulator condition monitoring. IEEE Transactions on Reliability, 66 (4). pp. 1048-1057. ISSN 0018-9529

George-Williams, Hindolo and Patelli, Edoardo (2017) Maintenance strategy optimization for complex power systems susceptible to maintenance delays and operational dynamics. IEEE Transactions on Reliability, 66 (4). pp. 1309-1330. ISSN 0018-9529

Aizpurua, Jose Ignacio and Catterson, Victoria M. and Papadopoulos, Yiannis and Chiacchio, Ferdinando and Manno, Gabriele (2017) Improved dynamic dependability assessment through integration with prognostics. IEEE Transactions on Reliability. pp. 1-21. ISSN 0018-9529

Zhang, Mimi and Revie, Matthew (2017) Continuous-observation partially observable semi-Markov decision processes for machine maintenance. IEEE Transactions on Reliability, 66 (1). pp. 202-218. ISSN 0018-9529

Ye, Zhisheng and Revie, Matthew and Walls, Lesley (2014) A load sharing system reliability model with managed component degradation. IEEE Transactions on Reliability, 63 (3). pp. 721-730. ISSN 0018-9529

Costello, Jason and West, Graeme and McArthur, Stephen and Campbell, Graeme (2012) Self-tuning routine alarm analysis of vibration signals in steam turbine generators. IEEE Transactions on Reliability, 61 (3). pp. 731-740. ISSN 0018-9529

Quigley, J.L. and Walls, L.A. (2005) Nonparametric bootstrapping of the reliability function for multiple copies of a repairable item modeled by a birth process. IEEE Transactions on Reliability, 54 (4). pp. 604-611. ISSN 0018-9529

Quigley, J.L. and Walls, L.A. (2003) Confidence intervals for reliability growth models with small sample sizes. IEEE Transactions on Reliability, 52 (2). pp. 257-262. ISSN 0018-9529

Bedford, T.J. and Cooke, R. (2002) Reliability databases in perspective. IEEE Transactions on Reliability, 51 (3). pp. 294-310. ISSN 0018-9529

Bedford, T.J. and Bunea, C. (2002) The effect of model uncertainty on maintenance optimization. IEEE Transactions on Reliability, 51 (4). pp. 486-493. ISSN 0018-9529

This list was generated on Thu Aug 13 12:52:34 2020 BST.