Article

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

Fu, Xingang and Li, Shuhui and Fairbank, Michael and Wunsch, Donald C and Alonso, Eduardo (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). pp. 1900-1912. ISSN 2162-237X

Li, Shuhui and Fairbank, Michael and Johnson, Cameron and Wunsch, Donald C and Alonso, Eduardo and Proao, Julio L (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). pp. 738-750. ISSN 2162-237X

Fairbank, Michael and Prokhorov, Danil and Alonso, Eduardo (2014) 'Clipping in Neurocontrol by Adaptive Dynamic Programming.' IEEE Transactions on Neural Networks and Learning Systems, 25 (10). pp. 1909-1920. ISSN 2162-237X

Fairbank, Michael and Li, Shuhui and Fu, Xingang and Alonso, Eduardo and Wunsch, Donald (2014) 'An adaptive recurrent neural-network controller using a stabilization matrix and predictive inputs to solve a tracking problem under disturbances.' Neural Networks, 49. pp. 74-86. ISSN 0893-6080

Fairbank, Michael and Alonso, Eduardo and Prokhorov, Danil (2013) 'An Equivalence Between Adaptive Dynamic Programming With a Critic and Backpropagation Through Time.' IEEE Transactions on Neural Networks and Learning Systems, 24 (12). pp. 2088-2100. ISSN 2162-237X

Conference or Workshop Item

Li, Shuhui and Fu, Xingang and Alonso, Eduardo and Fairbank, Michael and Wunsch, Donald C (2016) Neural-network based vector control of VSCHVDC transmission systems. In: International Conference on Renewable Energy Research and Applications (ICRERA), 2015, 22-25 Nov. 2015.

Li, Shuhui and Alonso, Eduardo and Fu, Xingang and Fairbank, Michael and Jaithwa, Ishan and Wunsch, Donald C (2015) Hardware Validation for Control of Three-Phase Grid-Connected Microgrids Using Artificial Neural Networks. In: 12th International Conference on Applied Computing 2015, 24-16 Oct 2015, Maynooth, Ireland.