代表性学术论著

一、代表性学术论文

近年来实验室共发表学术论文数百篇，其中SCI论文170余篇、IEEE汇刊论文70余篇；中科院一区论文60余篇，JCR一区论文120余篇。代表性学术论文如下：

[1] Han Honggui, Liu Zheng, Liu Hongxu, Qiao Junfei, Philip Chen C. L. Type-2 fuzzy broad learning system. IEEE Transactions on Cybernetics, 2022, 52(10): 10352-10363. (中科院一区, JCR一区, IF: 19.118)

[2] Sun Haoyuan, Yang Hongyan, Han Honggui, Sun Jian, Qiao Junfei. Consensus of MASs with input and communication delays by predictor-based protocol. IEEE Transactions on Cybernetics, 2022. (中科院一区, JCR一区, IF: 19.118)

[3] Han Honggui, Chen Cong, Sun Haoyuan, Qiao Junfei. Multiobjective integrated optimal control for nonlinear systems. IEEE Transactions on Cybernetics, 2022. (中科院一区, JCR一区, IF: 19.118)

[4] Wang Ding, Qiao Junfei, Cheng Long. An approximate neuro-optimal solution of discounted guaranteed cost control design. IEEE Transactions on Cybernetics, 2022, 52(1): 77-86. (中科院一区, JCR一区, IF: 19.118)

[5] Zhao Mingming, Wang Ding, Ha Mingming, Qiao Junfei. Evolving and incremental value iteration schemes for nonlinear discrete-time zero-sum games. IEEE Transactions on Cybernetics, 2022. (中科院一区, JCR一区, IF: 19.118)

[6] Han Honghui, Bai Xing, Han Huayun, Hou Ying, Qiao Junfei. Self-adjusting multitask particle swarm optimization. IEEE Transactions on Evolutionary Computation, 2021, 26(1): 145-158. (中科院一区, JCR一区, IF: 16.497)

[7] Xie Yingbo, Yang Shengxiang, Wang Ding, Qiao Junfei, Yin Baocai. Dynamic transfer reference point-oriented MOEA/D involving local objective-space knowledge. IEEE Transactions on Evolutionary Computation, 2022, 26(3): 542-554. (中科院一区, JCR一区, IF: 16.497)

[8] Han Honggui, Bai Xing, Hou Ying, Qiao Junfei. Multi-task particle swarm optimization with dynamic on-demand allocation. IEEE Transactions on Evolutionary Computation, 2022. (中科院一区, JCR一区, IF: 16.497)

[9] Li Dapeng, Han Honggui, Qiao Junfei. Adaptive NN controller of nonlinear state-dependent constrained systems with unknown control direction. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[10] Ma Jiawei, Wang Huangqing, Qiao Junfei. Adaptive neural fixed-time tracking control for high-order nonlinear systems. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[11] Han Honggui, Liu Hongxu, Qiao Junfei. Data-knowledge-driven self-organizing fuzzy neural network. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[12] Han Honggui, Liu Hongxu, Yang Cuili, Qiao Junfei. Transfer learning algorithm with knowledge division level. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[13] Wang Ding, Zhao Mingming, Ha Mingming, Qiao Junfei. Stability and admissibility analysis for zero-sum games under general value iteration formulation. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[14] Han Honggui, Sun Chenxuan, Wu Xiaolong, Yang Hongyan, Qiao Junfei. Self-organizing interval type-2 fuzzy neural network using information aggregation method. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[15] Wang Ding, Ren Jin, Ha Mingming, Qiao Junfei. System stability of learning-based linear optimal control with general discounted value iteration. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[16] Qiao Junfei, Li Menghua, Wang Ding. Asymmetric constrained optimal tracking control with critic learning of nonlinear multiplayer zero-sum games. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[17] Xia Heng, Tang Jian, Yu Wen, Qiao Junfei. Tree broad learning Ssystem for small data modeling. IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区, JCR一区, IF: 14.255)

[18] Han Honggui, Liu Zheng, Li Jiaming, Qiao Junfei. Design of syncretic fuzzy-neural control for WWTP. IEEE Transactions on Fuzzy Systems, 2022, 30(8): 2837-2849. (中科院一区, JCR一区, IF: 12.153)

[19] Han Honggui, Sun Chenxuan, Wu Xiaolong, Yang Hongyan, Qiao Junfei. Training fuzzy neural network via multiobjective optimization for nonlinear systems identification. IEEE Transactions on Fuzzy Systems, 2022, 30(9): 3574-3588. (中科院一区, JCR一区, IF: 12.153)

[20] Li Wei, Qiao Junfei, Zeng Xiaojun. Online and self-learning approach to the identification of fuzzy neural networks. IEEE Transactions on Fuzzy Systems, 2022, 30(3): 649-662. (中科院一区, JCR一区, IF: 12.153)

[21] Wang Gongming, Qiao Junfei. An efficient self-organizing deep fuzzy neural network for nonlinear system modeling. IEEE Transactions on Fuzzy Systems, 2022, 30(7): 2170-2182. (中科院一区, JCR一区, IF: 12.153)

[22] Han Honggui, Liu Hongxu, Liu Zheng, Qiao Junfei. Interactive transfer learning-assisted fuzzy neural network. IEEE Transactions on Fuzzy Systems, 2022, 30(6): 1900-1913. (中科院一区, JCR一区, IF: 12.153)

[23] Sun Haoyuan, Han Honggui, Sun Jian, Yang Hongyan, Qiao Junfei. Security control of sampled-data TS fuzzy systems subject to cyber attacks and successive packet losses. IEEE Transactions on Fuzzy Systems, 2022. (中科院一区, JCR一区, IF: 12.153)

[24] Liu Zheng, Han Honggui, Yang Hongyan, Qiao Junfei. Knowledge-aided and data-driven fuzzy decision-making for sludge bulking. IEEE Transactions on Fuzzy Systems, 2022. (中科院一区, JCR一区, IF: 12.153)

[25] Han Honggui, Sun Chenxuan, Wu Xiaolong, Yang Hongyan, Qiao Junfei. Self-organizing interval type-2 fuzzy neural network with adaptive discriminative strategy. IEEE Transactions on Fuzzy Systems, 2022. (中科院一区, JCR一区, IF: 12.153)

[26] Xia Heng, Tang Jian, Yu Wen, Cui Canlin, Qiao Junfei. Takagi–Sugeno fuzzy regression trees with application to complex industrial modeling. IEEE Transactions on Fuzzy Systems, 2022. (中科院一区, JCR一区, IF: 12.153)

[27] Wang Zipeng, Zhang Xu, Wu Huaining, Chadli Mohammed, Huang Tingwen, Qiao Junfei. Dynamic fuzzy boundary output feedback control for nonlinear delayed parabolic partial differential equation systems under non-collocated boundary measurement. IEEE Transactions on Fuzzy Systems, 2022. (中科院一区, JCR一区, IF: 12.153)

[28] Yang Ruyue, Wang Ding, Qiao Junfei. Policy gradient adaptive critic design with dynamic prioritized experience replay for wastewater treatment process control. IEEE Transactions on Industrial Informatics, 2022, 18(5): 3150-3158. (中科院一区, JCR一区, IF: 11.648)

[29] Guo Nan, Gu Ke, Qiao Junfei, Liu Hantao. Active vision for deep visual learning: a unified pooling framework. IEEE Transactions on Industrial Informatics, 2022, 18(10): 6610-6618. (中科院一区, JCR一区, IF: 11.648)

[30] Meng Xi, Tang Jian, Qiao Junfei. NOx emissions prediction with a brain-inspired modular neural network in municipal solid waste incineration processes. IEEE Transactions on Industrial Informatics, 2022,18(7): 4622-4631. (中科院一区, JCR一区, IF: 11.648)

[31] Qiao Junfei, Su Yin, Yang Cuili. Online-growing neural network control for dissolved oxygen concentration. IEEE Transactions on Industrial Informatics, 2022. (中科院一区, JCR一区, IF: 11.648)

[32] Liu Zheng, Han Honggui, Yang Hongyan, Qiao Junfei. Design of broad learning-based self-healing predictive control for sludge bulking in wastewater treatment process. IEEE Transactions on Industrial Informatics, 2022. (中科院一区, JCR一区, IF: 11.648)

[33] Han Honggui, Zhang Jiacheng, Hou Ying, Qiao Junfei. Robust optimal control for wastewater treatment process with uncertain time delays. IEEE Transactions on Industrial Informatics, 2022. (中科院一区, JCR一区, IF: 11.648)

[34] Wang Gongming, Bi Jing, Jia Qingshan, Qiao Junfei. Event-driven model predictive control with deep learning for wastewater treatment process. IEEE Transactions on Industrial Informatics, 2022. (中科院一区, JCR一区, IF: 11.648)

[35] Han Honggui, Qin Chenhui, Sun Haoyuan, Yang Hongyan, Qiao Junfei. Piecewise sliding-mode control for sludge bulking under multiple operating conditions. IEEE Transactions on Industrial Informatics, 2022. (中科院一区, JCR一区, IF: 11.648)

[36] Wang Ding, Hu Lingzhi, Zhao Mingming, Qiao Junfei. Dual event-triggered constrained control through adaptive critic for discrete-time zero-sum games. IEEE Transactions on Systems Man Cybernetics-Systems, 2022. (中科院一区, JCR一区, IF: 11.471)

[37] Yuan Haitao, Bi Jing, Zhang Jia, Zhou Mengchu. Energy consumption and performance optimized task scheduling in distributed data centers. IEEE Transactions on Systems Man Cybernetics-Systems, 2022, 52(9): 5506-5517. (中科院一区, JCR一区, IF: 11.471)

[38] Li Meng, Li Wenjing, Qiao Junfei. Design of a modular neural network based on an improved soft subspace clustering algorithm. Expert Systems with Applications, 2022, 209: 118219. (中科院一区, JCR一区, IF: 8.665)

[39] Yang Cuili, Nie Kaizhe, Qiao Junfei, Wang Danlei. Robust echo state network with sparse online learning. Information Sciences, 2022, 594:95-117. (中科院一区, JCR一区, IF: 8.233)

[40] Han Honggui, Chen Cong, Sun Haoyuan, Du Shengli, Qiao Junfei. Multi-objective model predictive control with gradient eigenvector algorithm. Information Sciences, 2022, 601: 114-128. (中科院一区, JCR一区, IF: 8.233)

二、代表性学术专著

实验室共撰写学术专著10余本，包括智慧环保前沿技术丛书一套、城市污水处理丛书一套。代表性学术专著如下：