Gao Shuhua
Professor
教育和研究背景简介 2008-2012年在上海交通大学机械与动力工程学院本科毕业，2012-2015年于北京航空航天大学机械工程及自动化学院取得硕士学位（主要研究并联机器人的控制系统），2015-2019年在新加坡国立大学（NUS）电气与计算机工程学院获得博士学位（主要研究生物医学背景下的系统建模与控制）。之后，于2019年11月到2022年3月，在新加坡国立大学先进控制技术实验室继续从事“基于人工智能方法的微电网最优能量管理”博士后研究。于2022年3月加入山东大学控制科学与工程学院，任... More+
Paper Publications
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[1] 高树华. Minimum-Time Control of Boolean Control Networks: A Fast Graphical Approach. IEEE Transactions on Circuits and Systems II: Express Briefs, 1-1, 2023.
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[2] 高树华. A Faster Approach for Robust Set Stabilization of Boolean Control Networks. 2023.
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[3] 高树华. A Hybrid Approach for Home Energy Management With Imitation Learning and Online Optimization. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023.
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[4] 高树华. Minimum-Time Control of Boolean Control Networks: A Fast Graphical Approach. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023.
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[5] Shuhua Gao , Cheng Xiang , Ming Yu , Kuan Tak Tan and Tong Heng Lee. Online Optimal Power Scheduling of a Microgrid via Imitation Learning. IEEE Transactions on Smart Grid, 2021.
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[6] Shuhua Gao , Cheng Xiang and Tong Heng Lee. Highly efficient photovoltaic parameter estimation using parallel particle swarm optimization on .... 2021 IEEE 30th International Symposium on Industrial Electronics (ISIE), 2021.
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[7] Shuhua Gao , Changkai Sun , Cheng Xiang , Kairong Qin and Tong Heng Lee. Finite-Horizon Optimal Control of Boolean Control Networks: A Unified Graph-Theoretical Approach. IEEE Transactions on Neural Networks and Learning Systems, 2020.
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[8] Shuhua Gao , Changkai Sun , Cheng Xiang , Kairong Qin and Tong Heng Lee. Learning Asynchronous Boolean Networks From Single-Cell Data Using Multiobjective Cooperative Gen.... IEEE Transactions on Cybernetics, 2020.
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[9] Shuhua Gao , Cheng Xiang and Tong Heng Lee. Set Invariance and Optimal Set Stabilization of Boolean Control Networks: A Graphical Approach. IEEE Transactions on Control of Network Systems, 2020.
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[10] Shuhua Gao , Changkai Sun , Cheng Xiang , Kairong Qin and Tong Heng Lee. Infinite-Horizon Optimal Control of Switched Boolean Control Networks With Average Cost: An Effic.... IEEE Transactions on Cybernetics, 2020.
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[11] Shuhua Gao , Cheng Xiang and Tong Heng Lee. Optimal Control of Boolean Control Networks with Discounted Cost: An Efficient Approach based on .... 2020 IEEE 16th International Conference on Control Automation (ICCA), 2020.
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[12] Shuhua Gao , Xiaoling Wu , Cheng Xiang and Dongyan Huang. Development of a computationally efficient voice conversion system on mobile phones. APSIPA Transactions on Signal and Information Processing, 2019.
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[13] Shuhua Gao , Cheng Xiang , Kairong Qin and Changkai Sun. Mathematical Modeling Reveals the Role of Hypoxia in the Promotion of Human Mesenchymal Stem Cell.... Stem Cells International, 2018.
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[14] Shuhua Gao , Cheng Xiang , Changkai Sun , Kairong Qin and Tong Heng Lee. Efficient Boolean Modeling of Gene Regulatory Networks via Random Forest Based Feature Selection .... 2018 IEEE 14th International Conference on Control and Automation (ICCA), 2018.
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[15] Yue Yang , Cheng Xiang , Shuhua Gao and Tong Heng Lee. Data-driven identification and control of nonlinear systems using multiple NARMA-L2 models. International Journal of Robust and Nonlinear Control, 2017.