Article

Fu, X and Li, S and Fairbank, M and Wunsch, DC and Alonso, E (2015) 'Training Recurrent Neural Networks with the Levenberg-Marquardt Algorithm for Optimal Control of a Grid-Connected Converter.' IEEE Transactions on Neural Networks and Learning Systems, 26 (9). 1900 - 1912. ISSN 2162-237X

Alonso, E and Fairbank, M and Mondragón, E (2015) 'Back to optimality: a formal framework to express the dynamics of learning optimal behavior.' Adaptive Behavior, 23 (4). 206 - 215. ISSN 1059-7123

Fairbank, M and Prokhorov, D and Alonso, E (2014) 'Clipping in neurocontrol by adaptive dynamic programming.' IEEE Transactions on Neural Networks and Learning Systems, 25 (10). 1909 - 1920. ISSN 2162-237X

Li, S and Fairbank, M and Johnson, C and Wunsch, DC and Alonso, E and Proao, JL (2014) 'Artificial neural networks for control of a grid-Connected rectifier/inverter under disturbance, dynamic and power converter switching conditions.' IEEE Transactions on Neural Networks and Learning Systems, 25 (4). 738 - 750. ISSN 2162-237X

Fairbank, M and Li, S and Fu, X and Alonso, E and Wunsch, D (2014) 'An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances.' Neural Networks, 49. 74 - 86. ISSN 0893-6080

Fairbank, M and Alonso, E and Prokhorov, D (2013) 'An equivalence between adaptive dynamic programming with a critic and backpropagation through time.' IEEE Transactions on Neural Networks and Learning Systems, 24 (12). 2088 - 2100. ISSN 2162-237X

Conference or Workshop Item

Li, S and Fu, X and Alonso, E and Fairbank, M and Wunsch, DC (2015) Neural-network based vector control of VSCHVDC transmission systems. In: UNSPECIFIED, ? - ?.

Li, S and Alonso, E and Fu, X and Fairbank, M and Jaithwa, I and Wunsch, DC (2015) Hardware Validation for Control of Three-Phase Grid-Connected Microgrids Using Artificial Neural Networks. In: 12th International Conference on Applied Computing 2015, ? - ?, Maynooth, Ireland.