刘德荣
博士生导师
硕士生导师
教师拼音名称:LIU Derong
联系方式:derong@gdut.edu.cn
职称:教授
所属院系:自动化学院
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科学研究
研究领域
智能计算与智能控制
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论文成果
- [1] D. Liu and A. N. Michel, "Asymptotic stability of discrete-time systems with saturation nonlinearities with applications to digital filters," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol. 39, no. 10, pp. 798–807, Oct. 1992..
- [2] D. Liu and A. N. Michel, "Cellular neural networks for associative memories," IEEE Transactions on Circuits and Systems-II: Analog and Digital Signal Processing, vol. 40, no. 2, pp. 119–121, Feb. 1993..
- [3] D. Liu and A. N. Michel, "Stability analysis of state-space realizations for two-dimensional filters with overflow nonlinearities," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol. 41, no. 2, pp. 127–137, Feb. 1994..
- [4] D. Liu and A. N. Michel, "Sparsely interconnected neural networks for associative memories with applications to cellular neural networks," IEEE Transactions on Circuits and Systems-II: Analog and Digital Signal Processing, vol. 41, no. 4, pp. 295–307, Apr. 1994..
- [5] D. Liu and Z. Lu, "A new synthesis approach for feedback neural networks based on the perceptron training algorithm," IEEE Transactions on Neural Networks, vol. 8, no. 6, pp. 1468–1482, Nov. 1997..
- [6] D. Liu, "Lyapunov stability of two-dimensional digital filters with overflow nonlinearities," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol. 45, no. 5, pp. 574–577, May 1998..
- [7] D. Liu , E. I. Sara, and W. Sun, "Nested auto-regressive processes for MPEG-encoded video traffic modeling," IEEE Transactions on Circuits and Systems for Video Technology, vol. 11, no. 2, pp. 169–183, Feb. 2001. .
- [8] D. Liu and A. Molchanov, "Criteria for robust absolute stability of time-varying nonlinear continuous-time systems," Automatica, vol. 38, no. 4, pp. 627–637, Apr. 2002. .
- [9] D. Liu, T.-S. Chang, and Y. Zhang, "A constructive algorithm for feedforward neural networks with incremental training," IEEE Transactions on Circuits and Systems-I: Fundamental Theory and Applications, vol. 49, no. 12, pp. 1876–1879, Dec. 2002..
- [10] D. Liu, S. Hu, and J. Wang, "Global output convergence of a class of continuous-time recurrent neural networks with time-varying thresholds," IEEE Transactions on Circuits and Systems-II: Express Briefs, vol. 51, no. 4, pp. 161–167, Apr. 2004..
专利
- 1. 发明专利:ZL 2012 1 0310212.0,变换炉的控制方法,发明人:刘德荣,魏庆来,黄玉柱,赵冬斌
- 2. 发明专利:ZL 2013 1 0728066.8, 一种变换炉系统的炉温自学习控制方法,发明人:刘德荣,魏庆来,李超,徐延才
- 3. 发明专利:ZL 2013 1 0516852.1,一种煤气化炉系统的炉温自学习控制方法,发明人:刘德荣,魏庆来,徐延才
- 4. 发明专利:ZL 2013 1 0695793.9,一种智能微电网双电池电能协同优化方法,发明人:刘德荣,魏庆来,徐延才
- 5. 发明专利:ZL 2014 1 0271465.0,一种带有储能设备的智能微电网电能优化控制方法,发明人:刘德荣,魏庆来,石光
- 6. 发明专利:ZL 2014 1 0440567.0,一种智能微电网分布式储能设备控制优化方法,发明人:刘德荣,魏庆来,石光
- 7. 发明专利:ZL 2014 1 0828012.3,一种基于神经网络的办公建筑房间分类方法,发明人:刘德荣,石光,魏庆来,刘禹,关强
- 8. 发明专利:ZL 2015 1 0504486.7,办公建筑能耗管理方法,发明人:刘德荣,石光,魏庆来
- 9. 发明专利:CN104834221A,一种基于可变误差的非线性系统自适应最优控制方法,发明人:刘德荣,魏庆来,林汉权,李超
- 10. 发明专利:CN201610039196.4,基于回声状态网络的用电预测方法和系统,发明人:刘德荣,石光,魏庆来
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著作成果
- [1] D. Liu and A. N. Michel, Dynamical Systems with Saturation Nonlinearities: Analysis and Design. London: Springer-Verlag, 1993 (ISBN: 0-387-19888-1)..2020
- [2] A. N. Michel and D. Liu, Qualitative Analysis and Synthesis of Recurrent Neural Networks. New York: Marcel Dekker, 2002 (ISBN: 0-8247-0767-2). (This book has been translated into Chinese by H. Zhang, C. Ji, and Z. Wang, and has been published by the Science Press, 2004.).2002
- [3] H. Zhang and D. Liu, Fuzzy Modeling and Fuzzy Control. Boston, MA: Birkhäuser, 2006 (ISBN: 0-8176-4491-1)..2020
- [4] A. N. Michel, L. Hou, and D. Liu, Stability of Dynamical Systems: Continuous, Discontinuous and Discrete Systems. Boston, MA: Birkhäuser, 2008 (ISBN: 978-0-8176-4486-4). The second edition of the book was published in 2015, with a subtitle "On the Role of Monotonic and Non-Monotonic Lyapunov Functions" and ISBN: 978-3-319-15274-5 (Print) 978-3-319-15275-2 (Online)..2020
- [5] H. Zhang, D. Liu, and Z. Wang, Controlling Chaos: Suppression, Synchronization and Chaotification. London: Springer-Verlag, 2009 (ISBN: 978-1-84882-522-2)..2020
- [6] H. Zhang, D. Liu, Y. Luo, and D. Wang, Adaptive Dynamic Programming for Control: Algorithms and Stability. London: Springer-Verlag, 2013 (ISBN: 978-1-4471-4757-2)..2020
- [7] J. Keller, D. Liu, and D. Fogel, Fundamentals of Computational Intelligence–Neural Networks, Fuzzy Systems, and Evolutionary Computation. New York: IEEE/Wiley, 2016 (ISBN: 978-1-119-21434-2)..2020
- [8] D. Liu, Q. Wei, D. Wang, X. Yang, and H. Li, Adaptive Dynamic Programming with Applications in Optimal Control. Cham, Switzerland: Springer, 2017 (ISBN: 978-3-319-50813-9)..2020
- [9] D. Liu, S. Fei, Z.-G. Hou, H. Zhang, and C. Sun, Editors, Advances in Neural Networks – ISNN 2007 (LNCS vols. 4491, 4492, 4493). Berlin: Springer-Verlag, 2007 (ISBN: 978-3-540-72382-0, 978-3-540-72392-9, 978-3-540-72394-3; ISSN: 0302-9743)..2020
- [10] D. Liu, H. Zhang, M. Polycarpou, C. Alippi, and H. He, Editors, Advances in Neural Networks – ISNN 2011 (LNCS vols. 6675, 6676, 6677). Berlin: Springer-Verlag, 2011. (ISBN: 978-3-642-21104-1, 978-3-642-21089-1, 978-3-642-21110-2)..2020