City Research Online

Article

Fu, X., Sturtz, J., Alonso, E. ORCID: 0000-0002-3306-695X , Qingge, L. & Challoo, R.view all authors (2023). Parallel Trajectory Training of Recurrent Neural Network Controllers with Levenberg–Marquardt and Forward Accumulation Through Time in Closed-loop Control Systems. IEEE Transactions on Sustainable Computing, 9(2), pp. 222-229. doi: 10.1109/tsusc.2023.3330573

Fu, X., Li, S., Wunsch, D. C. & Alonso, E. ORCID: 0000-0002-3306-695Xview all authors (2021). Local Stability and Convergence Analysis of Neural Network Controllers with Error Integral Inputs. IEEE Transactions on Neural Networks and Learning Systems, 34(7), pp. 3751-3763. doi: 10.1109/tnnls.2021.3116189

Li, S., Won, H., Fu, X. , Fairbank, M., Wunsch, D. C. & Alonso, E. ORCID: 0000-0002-3306-695Xview all authors (2019). Neural-Network Vector Controller for Permanent-Magnet Synchronous Motor Drives: Simulated and Hardware-Validated Results. IEEE Transactions on Cybernetics, 50(7), pp. 3218-3230. doi: 10.1109/tcyb.2019.2897653

Iqbal, S., Zhang, L., Fu, X. , Su, D., Zhou, H., Wu, W. ORCID: 0000-0003-1462-6402 & Zhang, T.view all authors (2018). Highly-efficient low cost anisotropic wet etching of silicon wafers for solar cells application. AIP Advances, 8(2), article number 025223. doi: 10.1063/1.5012125

Fu, X., Li, S., Fairbank, M. , Wunsch, D. C. & Alonso, E.view all authors (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. doi: 10.1109/tnnls.2014.2361267

Fairbank, M., Li, S., Fu, X. , Alonso, E. & Wunsch, D. C.view all authors (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. doi: 10.1016/j.neunet.2013.09.010

Book Section

Li, S., Fairbank, M., Fu, X. , Wunsch, D. C. & Alonso, E.view all authors (2013). Nested-Loop Neural Network Vector Control of Permanent Magnet Synchronous Motors. In: India Conference, 2008. INDICON 2008. Annual IEEE. (pp. 81-86). IEEE.

Conference or Workshop Item

Li, S., Fu, X., Alonso, E. , Fairbank, M. & Wunsch, D. C.view all authors (2016). Neural-network based vector control of VSCHVDC transmission systems. Paper presented at the 4th International Conference on Renewable Energy Research and Applications (ICRERA), 22-25 Nov 2015, Palermo, Italy. doi: 10.1109/ICRERA.2015.7418673

Shuhui, L., Fu, X., Jaithwa, I. , Alonso, E., Fairbank, M. & Wunsch, D. C.view all authors (2015). Control of Three-Phase Grid-Connected Microgrids Using Artificial Neural Networks. Paper presented at the 7th International Joint Conference on Computational Intelligence (IJCCI 2015), 12-11-2015 - 14-11-2015, Lisbon, Portugal.

Thesis

Fu, X. (2004). Efficiency and competition in China's banking sector. (Unpublished Doctoral thesis, City University London)