Selected first-author publications ( * corresponding author) - Control theory Zhi-gang Su, Wenchao Xue*, Li Sun*, Kwang Y. Lee, A Review on Active Disturbance Rejection Control of Power Generation Systems: Fundamentals, Tunings and Practices, Control Engineering Practice, 141: 105716, 2023. (SCI, JCR一区) Zhi-gang Su, Yuge Sun, Xiaojin Zhu, Zhuo Chen, Li Sun*, Robust Tuning of Active Disturbance Rejection Controller for Time-delay Systems with Application to A Factual Electrostatic Precipitator, IEEE Transactions on Control Systems Technology, 2022, 30(5): 2204-2211. (SCI,JCR一区) Zhi-gang Su*, Gang Zhao,, Jun Yang, Yi-guo Li, Disturbance Rejection of Nonlinear Boiler-Turbine Unit Using High-Order Sliding Mode Observer, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 50(12): 5432-5443. (SCI,JCR一区, ESI高被引) Zhi-gang Su, Yong-sheng Hao, Wenting Zha, Chunjiang Qian*, Semiglobal Stabilization of Linearly Uncontrollable and Unobservable Nonlinear Systems via Sampled-Data Control, International Journal of Robust and Nonlinear Control, 2020. 30(13): 5290-5304. (SCI,JCR一区) Zhi-gang Su*, Chunjiang Qian, Yong-sheng Hao, Ming Zhao, Global Stabilization via Sampled-data Output Feedback for Large-scale Systems Interconnected by Inherent Nonlinearities, Automatica , 2018, 92: 254-258. (SCI,JCR一区) Zhi-gang Su, Chunjiang Qian, Jiong Shen, Interval Homogeneity-Based Control for A Class of Nonlinear Systems with Unknown Power Drifts, IEEE Transactions on Automatic Control , 2017, 62(3): 1445-1450. (SCI,JCR一区)
- Artificial intelligence Zhi-gang Su*, Hong-yu Zhou, Yong-sheng Hao, Evidential Evolving C-Means Clustering Method based on Artificial Bee Colony Algorithm with Variable Strings and Interactive Evaluation Mode, Fuzzy Optimization and Decision Making, 2021, 20: 293-313. (SCI, JCR一区) Zhi-gang Su*, Qinghua Hu, Thierry Denoeux, A Distributed Rough Evidential K-NN Classifier: Integrating Feature Reduction and Classification, IEEE Transactions on Fuzzy Systems, 2021, 29(8): 2322-2335. (SCI,JCR一区) Zhi-gang Su*, Thierry Denoeux, BPEC: Belief-Peaks Evidential Clustering, IEEE Transactions on Fuzzy Systems, 2019, 27(1): 111-123. (SCI,JCR一区) Zhi-gang Su*, Thierry Denoeux, Yong-sheng Hao, Ming Zhao, Evidential K-NN Classification with Enhanced Performance via Optimizing A Class of Parametric t-Rules, Knowledge-Based Systems, 2018, 142: 7-16. (SCI,JCR一区) Zhi-gang Su*, Pei-hong Wang, Yi-guo, Li, Ze-kun Zhou, Parameter Estimation from Interval-valued Data Using the EM Algorithm, Journal of statistical computation and simulation, 2015, 85(2): 320-338.(SCI) Zhi-gang Su*, Shu-rong Zheng, Pei-hong Wang, Likelihood-based multivariate fuzzy model with linear inequality constraints, Journal of intelligent & fuzzy systems, 2014, 27(5): 2191-2209. (SCI) Zhi-gang Su*, Pei-hong Wang, Regression analysis of belief functions on interval-valued variables: Comparative studies, Soft computing, 2014, 18(1):51-70.(SCI,JCR二区) Zhi-gang Su*, Yi-fan Wang, Pei-hong Wang, Parametric regression analysis of imprecise and uncertain data in the fuzzy belief function framework, International Journal of Approximate Reasoning, 2013, 54(8):1217-1242.(SCI,JCR二区) Zhi-gang Su*, Pei-hong Wang, Zhao-long Song, Kernel based nonlinear fuzzy regression model, Engineering Applications of Artificial Intelligence, 2013, 26(2):724-738.(SCI,JCR一区) Zhi-gang Su*,Pei-hong Wang, Minimizing neighborhood evidential decision error for feature evaluation and selection based on evidence theory, Expert Systems With Applications, 2012, 39(1): 527-540. (SCI,JCR一区) Zhi-gang Su*, Pei-hong Wang, Jiong Shen, et al., Convenient T-S fuzzy model with enhanced performance using a novel swarm intelligent fuzzy clustering technique, Journal of Process Control, 2012, 22(1): 108-124. (SCI,JCR二区) Zhi-gang Su*, Pei-hong Wang, Jiong Shen, et al., Automatic fuzzy partitioning approach using variable string length artificial bee colony (VABC) algorithm, Applied Soft Computing,2012,12(11): 3421-3441. (SCI,JCR一区) Zhi-gang Su*, Pei-hong Wang, Maximal confidence interval of interval-valued belief structure and its applications, Information Sciences, 2011,181(9): 1700-1721. (SCI,JCR一区) Zhi-gang Su*, Pei-hong Wang, Xiang-jun Yu, et al., Multi-model strategy based evidential soft sensor model for predicting evaluation of variables with uncertainty, Applied Soft Computing, 2011, 11(2): 2595-2610. (SCI,JCR一区) Zhi-gang Su*, Pei-hong Wang, Xiang-jun Yu, Immune genetic algorithm-based adaptive evidential model for estimating unmeasured parameter: Estimating levels of coal powder filling in ball mill, Expert Systems With Applications, 2010, 37(7): 5246-5258. (SCI,JCR一区) Zhi-gang Su*, Pei-hong Wang, Improved adaptive evidential K-NN rule and its application for monitoring level of coal powder filling in ball mill, Journal of Process Control, 2009, 19(10): 1751-1762. (SCI,JCR二区) Zhi-gang Su*, Pei-hong Wang, Xiang-jun Yu, et al., Experimental investigation of vibration signal of an industrial tubular ball mill: monitoring and diagnosing, Minerals Engineering, 2008, 21(10): 699-710. (SCI,JCR一区)
Selected students' publications
2023-present:
Chao Liu, Zhi-gang Su*, Xinyi Zhang, A Data-driven Evidential Rgression Model for Building Hourly Energy Consumption Prediction with Feature Selection and Parameters Learning, Journal of Building Engineering, Accept to appear, 2023. (SCI, JCR一区) Hang Yi, Zhi-gang Su*, Pei-hong Wang*, Closed-Loop Shaping-Based Active Disturbance Rejection Control with Delay Robustness and Application to Wet Desulfurization Process, IEEE Transactions on Industrial Electronics, In press, 2023. (SCI, JCR一区)
Chaoyu Gong, Zhi-gang Su, Xinyi Zhang, Yang You, Adaptive evidential K-NN classification: Integrating neighborhood search and feature weighting, Information Sciences, In press, 2023. (SCI, JCR一区) Yuge Sun, Zhi-gang Su*, Li Sun, Gang Zhao, Time-delay Active Disturbance Rejection Control of Wet Electrostatic Precipitator in Power Plants, IEEE Transactions on Automation Science and Engineering, 20(4): 2748-2760, 2023. (SCI, JCR一区) Xian-hua Gao, Shangshang Wei, Zhi-gang Su*, Optimal Disturbance Predictive and Rejection Control of A Parabolic Trough Solar Field, International Journal of Robust and Nonlinear Control, In press, 2022, (SCI, JCR一区) Hang Yi, Zhi-gang Su*, Pei-hong Wang*, Zhuo Chen, Delay Robustness-Constrained Control of Integrating Processes with Optimal Tracking and Quantified Disturbance Rejection, ISA Transactions, 135:524-536, 2023. (SCI, JCR一区) Chaoyu Gong, Zhi-gang Su*, Pei-hong Wang, Qian Wang, Yang You, A Sparse Reconstructive Evidential K-Nearest Neighbor Classifier for High-dimensional Data, IEEE Transactions on Knowledge and Data Engineering, 35(6): 5563-5576, 2023. (SCI, JCR一区)
2021-2022: Chaoyu Gong, Zhi-gang Su*, Pei-hong Wang, Yang You, Distributed Evidential Clustering toward Time Series with Big Data Issue, Expert Systems With Applications, 2022, 191: 116279. (SCI, JCR一区) Chaoyu Gong, Zhi-gang Su*, Pei-hong Wang, Qian Wang, An Evidential Clustering Algorithm by Finding Belief-peaks and Disjoint Neighborhoods, Pattern Recognition, 2021, 113: 107751. (SCI, JCR一区) Chaoyu Gong, Zhi-gang Su*, Pei-hong Wang, Qian Wang, Yang You, Evidential Instance Selection for K-Nearest Neighbor Classification of Big Data, International Journal of Approximate Reasoning, 2021, 138: 123-144. (SCI, JCR二区) He Fan, Zhi-gang Su*, Pei-hong Wang, Kwang Y. Lee., A dynamic nonlinear model for a wide-load range operation of ultra-supercritical once-through boiler-turbine units. Energy. 2021. 226: 120425. (SCI, JCR一区) Xian-hua Gao, Shangshang Wei, Zhi-gang Su*, Optimal Model Predictive Rejection Control for Nonlinear Parabotic Trough Collector with Lumped Disturbances, Transactions of The Institute of Measurement and Control, 2021,43(9):1903-1914. (SCI) 2017-2020: Yuge Sun, Chuanlin Zhang, Zhi-gang Su*, Disturbance Observer-Based Composite Voltage Synchronisation Control of Three-phase Four-leg Inverter Under Load Variation, International Journal of Control, 2020, 95(6): 1645-1657. (SCI) Chaoyu Gong, Zhi-gang Su, Pei-hong Wang*, Qian Wang, Cumulative Belief Peaks Evidential K-Nearest Neighbor Clustering, Knowledge-Based Systems, 2020, 200: 105982. (SCI, JCR一区) He Fan, Zhi-gang Su*, Pei-hong Wang, Kwang Y. Lee, A dynamic mathematical model for once-through boiler-turbine units with superheated steam temperature. Applied Thermal Engineering. 2020. 170: 114912. (SCI, JCR一区) He Fan, Yu-fei Zhang, Zhi-gang Su*, et al., A dynamic mathematical model of an ultra-supercritical coal fired once-through boiler-turbine unit. Applied Energy. 2017. 189: 654-666. (SCI, JCR一区)
Selected cooperative publications Li Sun, Wenchao Xue*, Donghai Li, Hongxia Zhu, Zhi-gang Su, Quantitative Tuning of Active Disturbance Rejection controller for FOPTD Model with Application to Power Plant Control, IEEE Transactions on Industrial Electrics, 2022, 69(1): 805-815. (SCI, JCR一区) 郝勇生,王忠维,朱晓瑾,苏志刚*,等,1000MW燃煤机组干式电除尘器浓度闭环控制,华南理工大学学报,2021,49(2):17-24。 Qian Wang, Zhi-gang Su*, Babak Rezaee, Pei-hong Wang, Constructing T-S Fuzzy Model From Imprecise and Uncertain Knowledge Represented As Fuzzy Belief Functions, Neurocomputing, 2015, 166: 319-336. (SCI, JCR一区)
BOOK 王培红,苏志刚.《热工过程特殊参量的认知建模方法——证据理论的拓展与应用》.东南大学出版社,2012年8月. Pei-hong Wang, Zhi-gang Su, Modeling approach on cognizing specific parameters in thermal process: extensions and applications of evidence theory. Southeast University Press, Aug., 2012.
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