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Viewing Publication 1 - 100 from 184

2024

Advanced Optimal Tracking Control With Stability Guarantee via Novel Value Learning FormulationDing Wang 0001, Junlong Wu, Mingming Ha, Mingming Zhao, Menghua Li, Junfei Qiao 0001. tnn, 35(6):8254-8265, June 2024. [doi]

Interval Type-2 Fuzzy Neural Network Based on Active Semi-Supervised Learning for Non-Stationary Industrial ProcessesJunfei Qiao 0001, Zijian Sun, Xi Meng. tase, 21(2):1151-1162, April 2024. [doi]

Multilayer adaptive critic design with digital twin for data-driven optimal tracking control and industrial applicationsDing Wang 0001, Hongyu Ma, Junfei Qiao 0001. eaai, 133:108228, 2024. [doi]

Asymmetric Constrained Optimal Tracking Control With Critic Learning of Nonlinear Multiplayer Zero-Sum GamesJunfei Qiao 0001, Menghua Li, Ding Wang 0001. tnn, 35(4):5671-5683, April 2024. [doi]

A model-free deep integral policy iteration structure for robust control of uncertain systemsDing Wang 0001, Ao Liu, Junfei Qiao 0001. ijsysc, 55(8):1571-1583, June 2024. [doi]

Event-Triggered Adaptive Model Predictive Control of Oxygen Content for Municipal Solid Waste Incineration ProcessJunfei Qiao 0001, Jian Sun 0028, Xi Meng. tase, 21(1):463-474, January 2024. [doi]

Adaptive critic design with weight allocation for intelligent learning control of wastewater treatment plantsDing Wang 0001, Hongyu Ma, Jin Ren, Ning Gao, Junfei Qiao 0001. eaai, 133:108284, 2024. [doi]

Adjustable Iterative Q-Learning Schemes for Model-Free Optimal Tracking ControlJunfei Qiao 0001, Mingming Zhao, Ding Wang 0001, Mingming Ha. tsmc, 54(2):1202-1213, February 2024. [doi]

Decentralized Optimal Neurocontroller Design for Mismatched Interconnected Systems via Integral Policy IterationDing Wang 0001, Wenqian Fan, Ao Liu, Junfei Qiao 0001. tcasII, 71(2):687-691, February 2024. [doi]

Action-Dependent Heuristic Dynamic Programming With Experience Replay for Wastewater Treatment ProcessesJunfei Qiao 0001, Mingming Zhao, Ding Wang 0001, Menghua Li. tii, 20(4):6257-6265, April 2024. [doi]

Supplementary heuristic dynamic programming for wastewater treatment process controlDing Wang 0001, Xin Li, Peng Xin, Ao Liu, Junfei Qiao 0001. eswa, 247:123280, 2024. [doi]

Adaptive Critic Control Design With Knowledge Transfer for Wastewater Treatment ApplicationsDing Wang 0001, Xin Li, Mingming Zhao, Junfei Qiao 0001. tii, 20(2):1488-1497, February 2024. [doi]

Multi-task stochastic configuration network with autonomous linking and its application in wastewater treatment processesKang Li 0009, Limin Zhang, Junfei Qiao 0001. isci, 662:120195, 2024. [doi]

Event-Based Data-Driven Adaptive Model Predictive Control for Nonlinear Dynamic ProcessesJian Sun 0028, Xi Meng, Junfei Qiao 0001. tsmc, 54(4):1982-1994, April 2024. [doi]

Multi-Objective Integrated Robust Optimal Control for Wastewater Treatment ProcessesCong Chen, Honggui Han, Haoyuan Sun, Hongyan Yang, Junfei Qiao 0001. tase, 21(2):1380-1391, April 2024. [doi]

Multi-condition operational optimization with adaptive knowledge transfer for municipal solid waste incineration processYingying Cui, Xi Meng, Junfei Qiao 0001. eswa, 238(Part C):121783, March 2024. [doi]

Event-Triggered Online Learning Fuzzy-Neural Robust Control for Furnace Temperature in Municipal Solid Waste Incineration ProcessHaixu Ding, Junfei Qiao 0001, Weimin Huang 0003, Tao Yu. tase, 21(2):1201-1213, April 2024. [doi]

NOx emissions prediction for MSWI process based on dynamic modular neural networkHao-shan Duan, Xi Meng, Jian Tang 0003, Junfei Qiao 0001. eswa, 238(Part C):122015, March 2024. [doi]

Data-Driven Robust Multimodal Multiobjective Particle Swarm OptimizationHonggui Han, Yucheng Liu, Ying Hou, Junfei Qiao 0001. tsmc, 54(5):3231-3243, May 2024. [doi]

Nonsingular Gradient Descent Algorithm for Interval Type-2 Fuzzy Neural NetworkHonggui Han, Chenxuan Sun, Xiaolong Wu, Hongyan Yang, Junfei Qiao 0001. tnn, 35(6):8176-8189, June 2024. [doi]

Robust Modeling for Industrial Process Based on Frequency Reconstructed Fuzzy Neural NetworkHonggui Han, Zecheng Tang, Xiaolong Wu, Hongyan Yang, Junfei Qiao 0001. tfs, 32(1):102-115, January 2024. [doi]

Resources Scheduling for Ambient Backscatter Communication-Based Intelligent IIoT: A Collective Deep Reinforcement Learning MethodYudian Huang, Meng Li 0007, F. Richard Yu, Pengbo Si, Haijun Zhang 0001, Junfei Qiao 0001. tccn, 10(2):634-648, April 2024. [doi]

Decentralized Event-Triggered Asymmetric Constrained Control Through Adaptive Critic Designs for Nonlinear Interconnected SystemsYu Huo, Ding Wang 0001, Menghua Li, Junfei Qiao 0001. tsmc, 54(1):391-402, January 2024. [doi]

Reinforcement learning control with n-step information for wastewater treatment systemsXin Li, Ding Wang 0001, Mingming Zhao, Junfei Qiao 0001. eaai, 133:108033, 2024. [doi]

An adaptive evolutionary modular neural network with intermodule connectionsMeng Li, Wenjing Li, Zhiqian Chen, Junfei Qiao 0001. apin, 54(5):4121-4139, March 2024. [doi]

Knowledge-Guided Adaptive Neuro-Fuzzy Self-Healing Control for Sludge Bulking in Wastewater Treatment ProcessZheng Liu, Honggui Han, Junfei Qiao 0001, Zeyu Ma. tfs, 32(5):3226-3236, May 2024. [doi]

Adaptive Neural Fixed-Time Tracking Control for High-Order Nonlinear SystemsJiawei Ma, Huanqing Wang, Junfei Qiao 0001. tnn, 35(1):708-717, January 2024. [doi]

Robust Self-Constructing Fuzzy Neural Network-Based Online Estimation for Industrial Product QualityLimin Quan, Xi Meng, Junfei Qiao 0001. tii, 20(2):2213-2222, February 2024. [doi]

Neural Q-learning for discrete-time nonlinear zero-sum games with adjustable convergence rateYuan Wang, Ding Wang 0001, Mingming Zhao, Nan Liu, Junfei Qiao 0001. NN, 175:106274, 2024. [doi]

Data-Driven Robust Adaptive Control With Deep Learning for Wastewater Treatment ProcessGongming Wang, Yidi Zhao, Caixia Liu, Junfei Qiao 0001. tii, 20(1):149-157, January 2024. [doi]

Adjustable iterative Q-learning for advanced neural tracking control with stability guaranteeYuan Wang, Ding Wang 0001, Mingming Zhao, Ao Liu, Junfei Qiao 0001. ijon, 584:127592, 2024. [doi]

Predicting Water Quality With Nonstationarity: Event-Triggered Deep Fuzzy Neural NetworkGongming Wang, Hong Chen, Honggui Han, Jing Bi, Junfei Qiao 0001, Erfan Babaee Tirkolaee. tfs, 32(5):2690-2699, May 2024. [doi]

Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment ProcessGongming Wang, Guanghui Yuan, Zhiqiang Hu, Yuanying Chi, Qing-Shan Jia, Junfei Qiao 0001. tii, 20(4):6974-6982, April 2024. [doi]

Neurodynamics-Driven Prediction Model for State Evolution of Coastal Water QualityGongming Wang, Hong Chen, Suling Jiang, Honggui Han, Junfei Qiao 0001. tim, 73:1-9, 2024. [doi]

Dynamic Intermittent Boundary Control for Reaction-Diffusion Systems Under Intermittent Noncollocated Boundary MeasurementZi-Peng Wang, Feng-Liang Zhao, Junfei Qiao 0001, Huai-Ning Wu, Tingwen Huang. tsmc, 54(5):2884-2896, May 2024. [doi]

Fuzzy Boundary Sampled-Data Control for Nonlinear Parabolic DPSsZi-Peng Wang, Qian-Qian Li, Junfei Qiao 0001, Huai-Ning Wu, Tingwen Huang. tcyb, 54(6):3565-3576, June 2024. [doi]

Fuzzy Fault-Tolerant Boundary Control for Nonlinear DPSs With Multiple Delays and Stochastic Actuator FailuresZi-Peng Wang, Xu Zhang, Junfei Qiao 0001, Huai-Ning Wu, Tingwen Huang. tfs, 32(5):3121-3131, May 2024. [doi]

Diversified Knowledge Transfer Strategy for Multitasking Particle Swarm OptimizationXiaolong Wu, Wei Wang, Hongyan Yang, Honggui Han, Junfei Qiao 0001. tcyb, 54(3):1625-1638, March 2024. [doi]

Online Measurement of Dioxin Emission in Solid Waste Incineration Using Fuzzy Broad LearningHeng Xia, Jian Tang 0003, Wen Yu 0001, Junfei Qiao 0001. tii, 20(1):358-368, January 2024. [doi]

A WSFA-based adaptive feature extraction method for multivariate time series predictionShuang Yang, Wenjing Li, Junfei Qiao 0001. nca, 36(4):1959-1972, February 2024. [doi]

Multi-reservoir ESN-based prediction strategy for dynamic multi-objective optimizationCuili Yang, Danlei Wang, Jian Tang 0003, Junfei Qiao 0001, Wen Yu 0001. isci, 652:119495, January 2024. [doi]

CO emission predictions in municipal solid waste incineration based on reduced depth features and long short-term memory optimizationRunyu Zhang, Jian Tang 0003, Heng Xia, Xiaotong Pan, Wen Yu 0001, Junfei Qiao 0001. nca, 36(10):5473-5498, April 2024. [doi]

2023

Resilient Output Synchronization of Heterogeneous Multiagent Systems With DoS Attacks Under Distributed Event-/Self-Triggered ControlShengli Du 0001, Wenying Xu, Junfei Qiao 0001, Daniel W. C. Ho. tnn, 34(3):1169-1178, March 2023. [doi]

Discounted Near-Optimal Control of Affine Systems via a Progressive Cost Evolution FormulationDing Wang 0001, Junlong Wu, Lingzhi Hu, Junfei Qiao 0001. tcasII, 70(4):1535-1539, April 2023. [doi]

Adaptive Critic for Event-Triggered Unknown Nonlinear Optimal Tracking Design With Wastewater Treatment ApplicationsDing Wang 0001, Lingzhi Hu, Mingming Zhao, Junfei Qiao 0001. tnn, 34(9):6276-6288, September 2023. [doi]

Decentralised tracking control based on critic learning for nonlinear disturbed interconnected systemsDing Wang 0001, Wenqian Fan, Menghua Li, Junfei Qiao 0001. ijsysc, 54(5):1150-1164, April 2023. [doi]

Robust secure consensus of multiagent systems with DoS attacksShengli Du 0001, Qiushuo Yan, Junfei Qiao 0001. tinstmc, 45(3):393-399, February 2023. [doi]

System Stability of Learning-Based Linear Optimal Control With General Discounted Value IterationDing Wang 0001, Jin Ren, Mingming Ha, Junfei Qiao 0001. tnn, 34(9):6504-6514, September 2023. [doi]

Guest Editorial: Special Issue on Theory, Algorithms, and Applications for Hybrid Intelligent Dynamic OptimizationJun Fu 0001, Junfei Qiao 0001, Kok Lay Teo, Rolf Findeisen. tnn, 34(9):5231-5233, September 2023. [doi]

A Comprehensively Improved Interval Type-2 Fuzzy Neural Network for NOx Emissions Prediction in MSWI ProcessJunfei Qiao 0001, Zijian Sun, Xi Meng. tii, 19(11):11286-11297, November 2023. [doi]

Stability and Admissibility Analysis for Zero-Sum Games Under General Value Iteration FormulationDing Wang 0001, Mingming Zhao, Mingming Ha, Junfei Qiao 0001. tnn, 34(11):8707-8718, November 2023. [doi]

A Multitask Learning Model for the Prediction of NOx Emissions in Municipal Solid Waste Incineration ProcessesJunfei Qiao 0001, Jianglong Zhou, Xi Meng. tim, 72:1-14, 2023. [doi]

Online-Growing Neural Network Control for Dissolved Oxygen ConcentrationJunfei Qiao 0001, Yin Su, Cuili Yang. tii, 19(5):6794-6803, May 2023. [doi]

Adaptive Multi-Step Evaluation Design With Stability Guarantee for Discrete-Time Optimal Learning ControlDing Wang 0001, Jiangyu Wang, Mingming Zhao, Peng Xin, Junfei Qiao 0001. ieeejas, 10(9):1797-1809, September 2023. [doi]

Novel Discounted Optimal Tracking Design Under Offline and Online Formulations for Asymmetric Constrained SystemsDing Wang 0001, Junlong Wu, Jin Ren, Peng Xin, Junfei Qiao 0001. tsmc, 53(11):6886-6896, November 2023. [doi]

Dual Event-Triggered Constrained Control Through Adaptive Critic for Discrete-Time Zero-Sum GamesDing Wang 0001, Lingzhi Hu, Mingming Zhao, Junfei Qiao 0001. tsmc, 53(3):1584-1595, March 2023. [doi]

Data-driven tracking control design with reinforcement learning involving a wastewater treatment applicationDing Wang 0001, Xin Li, Lingzhi Hu, Junfei Qiao 0001. eaai, 123(Part A):106242, 2023. [doi]

Deterministic Learning-Based Adaptive Neural Control for Nonlinear Full-State Constrained SystemsDapeng Li 0004, Honggui Han, Junfei Qiao 0001. tnn, 34(8):5002-5011, August 2023. [doi]

Data-Driven Optimal Control for Municipal Solid Waste Incineration ProcessJian Sun 0028, Xi Meng, Junfei Qiao 0001. tii, 19(12):11444-11454, December 2023. [doi]

Multi-Step Water Quality Prediction with Series Decomposition and Auto-CorrelationJing Bi, Mingxing Yuan, Haitao Yuan 0001, Junfei Qiao 0001. SMC 2023: 5206-5211 [doi]

Self-adaptive Teaching-learning-based Optimizer with Improved RBF and Sparse Autoencoder for Complex Optimization ProblemsJing Bi, Ziqi Wang, Haitao Yuan 0001, Junfei Qiao 0001, Jia Zhang 0001, MengChu Zhou. icra 2023: 7966-7972 [doi]

Hybrid Water Quality Prediction with Frequency Domain Conversion Enhancement and Seasonal DecompositionJing Bi, Yibo Li, Xingyang Chang, Haitao Yuan 0001, Junfei Qiao 0001. SMC 2023: 5200-5205 [doi]

Multi-swarm Genetic Gray Wolf Optimizer with Embedded Autoencoders for High-dimensional Expensive ProblemsJing Bi, Jiahui Zhai, Haitao Yuan 0001, Ziqi Wang, Junfei Qiao 0001, Jia Zhang 0001, MengChu Zhou. icra 2023: 7265-7271 [doi]

Multiscale Modeling Using GAN and Deep Forest Regression With Application to Dioxin Emission Soft SensorCanlin Cui, Jian Tang 0003, Heng Xia, Wen Yu 0001, Junfei Qiao 0001. tim, 72:1-13, 2023. [doi]

Virtual sample generation method based on generative adversarial fuzzy neural networkCanlin Cui, Jian Tang 0003, Heng Xia, Junfei Qiao 0001, Wen Yu. nca, 35(9):6979-7001, March 2023. [doi]

Periodic Event-Triggered CACC and Communication Co-design for Vehicle PlatooningAnqi Fu, Sijia Chen, Junfei Qiao 0001, Chengpu Yu. tcps, 7(4), October 2023. [doi]

A modular neural network with empirical mode decomposition and multi-view learning for time series predictionXin Guo, Wen-Jing Li, Junfei Qiao 0001. soco, 27(17):12609-12624, 2023. [doi]

Data-Driven Multimodel Predictive Control for Multirate Sampled-Data Nonlinear SystemsHonggui Han, Shijia Fu, Haoyuan Sun, Junfei Qiao 0001. tase, 20(3):2182-2194, July 2023. [doi]

Multi-modal multi-objective particle swarm optimization with self-adjusting strategyHonggui Han, Yucheng Liu, Ying Hou, Junfei Qiao 0001. isci, 629:580-598, June 2023. [doi]

Self-Organizing Interval Type-2 Fuzzy Neural Network With Adaptive Discriminative StrategyHonggui Han, Chenxuan Sun, Xiaolong Wu, Hongyan Yang, Junfei Qiao 0001. tfs, 31(6):1925-1939, June 2023. [doi]

Data-driven robust optimal control for nonlinear system with uncertain disturbancesHonggui Han, Jiacheng Zhang, Hongyan Yang, Ying Hou, Junfei Qiao 0001. isci, 621:248-264, April 2023. [doi]

Multitask Particle Swarm Optimization With Dynamic On-Demand AllocationHonggui Han, Xing Bai, Ying Hou, Junfei Qiao 0001. tec, 27(4):1015-1026, 2023. [doi]

Adaptive multiple selection strategy for multi-objective particle swarm optimizationHonggui Han, Linlin Zhang, A. Yinga, Junfei Qiao 0001. isci, 624:235-251, May 2023. [doi]

Multi-modal multi-objective particle swarm optimization with self-adjusting strategyHonggui Han, Yucheng Liu, Ying Hou, Junfei Qiao 0001. isci, 629:580-598, June 2023. [doi]

Transfer Learning Algorithm With Knowledge Division LevelHonggui Han, Hongxu Liu, Cuili Yang, Junfei Qiao 0001. tnn, 34(11):8602-8616, November 2023. [doi]

Adaptive multiple selection strategy for multi-objective particle swarm optimizationHonggui Han, Linlin Zhang, A. Yinga, Junfei Qiao 0001. isci, 624:235-251, May 2023. [doi]

Knowledge Reconstruction for Dynamic Multi-objective Particle Swarm Optimization Using Fuzzy Neural NetworkHonggui Han, Yucheng Liu, Linlin Zhang, Hongxu Liu, Hongyan Yang, Junfei Qiao 0001. ijfs, 25(5):1853-1868, 2023. [doi]

Filter Transfer Learning Algorithm for Missing Data Imputation in Wastewater Treatment ProcessHonggui Han, Mengmeng Li, Junfei Qiao 0001, Qing Yang, Yongzhen Peng. tkde, 35(12):12649-12662, December 2023. [doi]

Data-Driven Model-Predictive Control for Nonlinear Systems With Stochastic Sampling IntervalHonggui Han, Shijia Fu, Haoyuan Sun, Junfei Qiao 0001. tsmc, 53(5):3019-3030, May 2023. [doi]

Iterative Learning Model Predictive Control With Fuzzy Neural Network for Nonlinear SystemsHong-gui Han, Chen-Yang Wang, Haoyuan Sun, Hong-Yan Yang, Junfei Qiao 0001. tfs, 31(9):3220-3234, September 2023. [doi]

Multitask Particle Swarm Optimization With Dynamic TransformationHonggui Han, Xing Bai, Hongyan Yang, Ying Hou, Junfei Qiao 0001. tetc, 11(3):749-763, July - September 2023. [doi]

Piecewise Sliding-Mode Control for Sludge Bulking Under Multiple Operating ConditionsHonggui Han, Chenhui Qin, Haoyuan Sun, Hongyan Yang, Junfei Qiao 0001. tii, 19(3):2876-2885, March 2023. [doi]

Dynamic Optimal Control for Wastewater Treatment Process Under Multiple Operating ConditionsHong-gui Han, Lu Zhang 0031, Junfei Qiao 0001. tase, 20(3):1907-1919, July 2023. [doi]

Self-Organizing Interval Type-2 Fuzzy Neural Network Using Information Aggregation MethodHonggui Han, Chenxuan Sun, Xiaolong Wu, Hongyan Yang, Junfei Qiao 0001. tnn, 34(9):6428-6442, September 2023. [doi]

Robust Optimal Control for Wastewater Treatment Process With Uncertain Time DelaysHonggui Han, Jiacheng Zhang, Ying Hou, Junfei Qiao 0001. tii, 19(4):5785-5796, April 2023. [doi]

An event-triggered neural critic technique for nonzero-sum game design with control constraintsLingzhi Hu, Ding Wang 0001, Jin Ren, Jiangyu Wang, Junfei Qiao 0001. ijsysc, 54(2):237-250, January 2023. [doi]

Off-Policy Model-Free Learning for Multi-Player Non-Zero-Sum Games With Constrained InputsYu Huo, Ding Wang 0001, Junfei Qiao 0001, Menghua Li. tcasI, 70(2):910-920, February 2023. [doi]

An online adjusting RBF neural network for nonlinear system modelingLijie Jia, Wenjing Li, Junfei Qiao 0001. apin, 53(1):440-453, 2023. [doi]

Event-triggered constrained neural critic control of nonlinear continuous-time multiplayer nonzero-sum gamesMenghua Li, Ding Wang 0001, Mingming Zhao, Junfei Qiao 0001. isci, 631:412-428, 2023. [doi]

Design of Broad Learning-Based Self-Healing Predictive Control for Sludge Bulking in Wastewater Treatment ProcessZheng Liu, Honggui Han, Hongyan Yang, Junfei Qiao 0001. tii, 19(4):6220-6233, April 2023. [doi]

Knowledge-Aided and Data-Driven Fuzzy Decision Making for Sludge BulkingZheng Liu, Honggui Han, Hongyan Yang, Junfei Qiao 0001. tfs, 31(4):1189-1201, April 2023. [doi]

A self-organizing fuzzy neural network with hybrid learning algorithm for nonlinear system modelingXi Meng, Yin Zhang, Limin Quan, Junfei Qiao 0001. isci, 642:119145, 2023. [doi]

Combustion state identification of MSWI processes using ViT-IDFCXiaotong Pan, Jian Tang 0003, Heng Xia, Wen Yu 0001, Junfei Qiao 0001. eaai, 126:106893, November 2023. [doi]

LASSO and attention-TCN: a concurrent method for indoor particulate matter predictionTing Shi, Wu Yang, Ailin Qi, Pengyu Li, Junfei Qiao 0001. apin, 53(17):20076-20090, September 2023. [doi]

The Power Series Method to Compute Backstepping Kernel Gains: Theory and PracticeRafael Vázquez, Guangwei Chen, Junfei Qiao 0001, Miroslav Krstic. cdc 2023: 8162-8169 [doi]

Event-Driven Model Predictive Control With Deep Learning for Wastewater Treatment ProcessGongming Wang, Jing Bi, Qing-Shan Jia, Junfei Qiao 0001, Lei Wang 0173. tii, 19(5):6398-6407, May 2023. [doi]

Takagi-Sugeno Fuzzy Regression Trees With Application to Complex Industrial ModelingHeng Xia, Jian Tang 0003, Wen Yu 0001, Canlin Cui, Junfei Qiao 0001. tfs, 31(7):2210-2224, 2023. [doi]

Dioxin Emission Concentration Prediction Using the Selective Ensemble Algorithm Based on Bayesian Inference and Binary TreeChaofan Xu, Jian Tang 0003, Heng Xia, Wen Yu 0001, Junfei Qiao 0001. tim, 72:1-14, 2023. [doi]

Advanced value iteration for discrete-time intelligent critic control: A surveyMingming Zhao, Ding Wang 0001, Junfei Qiao 0001, Mingming Ha, Jin Ren. air, 56(10):12315-12346, October 2023. [doi]

Evolving and Incremental Value Iteration Schemes for Nonlinear Discrete-Time Zero-Sum GamesMingming Zhao, Ding Wang 0001, Mingming Ha, Junfei Qiao 0001. tcyb, 53(7):4487-4499, 2023. [doi]

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