Wei Dai

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 50

Top Topics

Tracking Control

Reinforcement Learning

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Instrum. Meas.

Publications

Lingzhi Zhang, Lei Xie, Wei Dai, Shan Lu, Hongye Su
Operational Optimal Tracking Control for Industrial Multirate Systems Subject to Unknown Disturbances. IEEE Trans. Syst. Man Cybern. Syst. 54 (1) (2024)
Jing Nan, Wei Dai, Dianhui Wang
Stochastic configuration networks with improved supervisory mechanism. Inf. Sci. 677 (2024)
Depeng Li, Tianqi Wang, Junwei Chen, Wei Dai, Zhigang Zeng
Harnessing Neural Unit Dynamics for Effective and Scalable Class-Incremental Learning. CoRR (2024)
Xin Liu, Chen Wang, Wei Dai
Auxiliary Model and Key-Term Separation-Based Identification of Hammerstein OE System With Missing Outputs and Outliers. IEEE Trans. Instrum. Meas. 73 (2024)
Ying Zhang, Lei Ma, Chunyu Yang, Guoqing Wang, Wei Dai
Asynchronous Event-Triggered Control for Two-Time-Scale CPSs With Dual-Scale Channel: Dealing With Hybrid Attacks. IEEE Trans. Control. Netw. Syst. 11 (2) (2024)
Chaoyao Wen, Ping Zhou, Wei Dai, Liang Dong, Tianyou Chai
Online Sequential Sparse Robust Neural Networks With Random Weights for Imperfect Industrial Streaming Data Modeling. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Xin Liu, Chen Wang, Wei Dai
Probability-Based Identification of Hammerstein Systems With Asymmetric Noise Characteristics. IEEE Trans. Instrum. Meas. 73 (2024)
Shang Wu, Xin Liu, Gang Yu, Wei Dai
Multi-target regression via stochastic configuration networks with modular stacked structure. Int. J. Mach. Learn. Cybern. 15 (7) (2024)
Qianjin Wang, Wei Yang, Wei Dai, Xiaoping Ma
A novel stochastic configuration network with enhanced feature extraction for industrial process modeling. Neurocomputing 594 (2024)
Qirui Zhang, Wei Dai, Chunyu Yang, Xinkai Chen
Vulnerability analysis for a class of nonlinear cyber-physical systems under stealthy attacks. Autom. 167 (2024)
Lingzhi Zhang, Runze Lin, Lei Xie, Wei Dai, Hongye Su
Event-Triggered Constrained Optimal Control for Organic Rankine Cycle Systems via Safe Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (5) (2024)
Guoqing Wang, Jiaxiang Zhao, Chunyu Yang, Lei Ma, Xiaoxiao Fan, Wei Dai
Robust Kalman Filter for Systems With Colored Heavy-Tailed Process and Measurement Noises. IEEE Trans. Circuits Syst. II Express Briefs 70 (11) (2023)
Qianjin Wang, Qiqiang Hong, Shang Wu, Wei Dai
Multitarget Stochastic Configuration Network and Applications. IEEE Trans. Artif. Intell. 4 (2) (2023)
Lei Ma, Zhong Chu, Chunyu Yang, Guoqing Wang, Wei Dai
Recursive Watermarking-Based Transient Covert Attack Detection for the Industrial CPS. IEEE Trans. Instrum. Meas. 72 (2023)
Chunyu Yang, Zhong Chu, Lei Ma, Guoqing Wang, Wei Dai
Joint Watermarking-Based Replay Attack Detection for Industrial Process Operation Optimization Cyber-Physical Systems. IEEE Trans. Ind. Informatics 19 (8) (2023)
Lei Ma, Zhong Chu, Chunyu Yang, Guoqing Wang, Wei Dai
Recursive Watermarking-Based Transient Covert Attack Detection for the Industrial CPS. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Jing Nan, Chuanfeng Ning, Gang Yu, Wei Dai
A lightweight fast human activity recognition method using hybrid unsupervised-supervised feature. Neural Comput. Appl. 35 (14) (2023)
Jing Nan, Yan Qin, Wei Dai, Chau Yuen
LightGCNet: A Lightweight Geometric Constructive Neural Network for Data-Driven Soft sensors. CoRR (2023)
Jianguo Zhao, Chunyu Yang, Weinan Gao, Hamidreza Modares, Xinkai Chen, Wei Dai
Linear quadratic tracking control of unknown systems: A two-phase reinforcement learning method. Autom. 148 (2023)
Lei Ma, Chunyu Yang, Guoqing Wang, Wei Dai, Chenxiao Cai
Control for a Class of Two-Time-Scale Cyber-Physical Systems: An Asynchronous Dynamic Event-Triggered Protocol. IEEE Trans. Cybern. 53 (8) (2023)
Ying Zhang, Lei Ma, Chunyu Yang, Linna Zhou, Guoqing Wang, Wei Dai
Formation Control for Multiple Quadrotors Under DoS Attacks via Singular Perturbation. IEEE Trans. Aerosp. Electron. Syst. 59 (4) (2023)
Jing Nan, Wei Dai, Guan Yuan, Ping Zhou
An Interpretable Constructive Algorithm for Incremental Random Weight Neural Networks and Its Application. CoRR (2023)
Zhenxing Xia, Meng-Jie Hu, Wei Dai, Huaicheng Yan, Xiaoping Ma
Q-Learning-Based Multi-Rate Optimal Control for Process Industries. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Xinyu Zhou, Yanshuang Ao, Xinlu Wang, Xifeng Guo, Wei Dai
Learning with privileged information for short-term photovoltaic power forecasting using stochastic configuration network. Inf. Sci. 619 (2023)
Wei Dai, Chuanfeng Ning, Shiyu Pei, Song Zhu, Xuesong Wang
Orthogonal stochastic configuration networks with adaptive construction parameter for data analytics. Ind. Artif. Intell. 1 (1) (2023)
Yanshuang Ao, Xinyu Zhou, Wei Dai
A New Learning Paradigm for Stochastic Configuration Network: SCN+. CoRR (2022)
Wei Dai, Tongyun Li, Lingzhi Zhang, Yao Jia, Huaicheng Yan
Multi-Rate Layered Operational Optimal Control for Large-Scale Industrial Processes. IEEE Trans. Ind. Informatics 18 (7) (2022)
Kun Deng, Song Zhu, Wei Dai, Chunyu Yang, Shiping Wen
New Criteria on Stability of Dynamic Memristor Delayed Cellular Neural Networks. IEEE Trans. Cybern. 52 (6) (2022)
Guoqing Wang, Chunyu Yang, Lei Ma, Wei Dai
Centralized and Distributed Robust State Estimation Over Sensor Networks Using Elliptical Distribution. IEEE Internet Things J. 9 (21) (2022)
Ying Zhang, Lei Ma, Chunyu Yang, Wei Dai
Reinforcement Learning-Based Sliding Mode Tracking Control for the Two-Time-Scale Systems: Dealing With Actuator Attacks. IEEE Trans. Circuits Syst. II Express Briefs 69 (9) (2022)
Qianjin Wang, Wei Dai, Ping Lin, Ping Zhou
Compact Incremental Random Weight Network for Estimating the Underground Airflow Quantity. IEEE Trans. Ind. Informatics 18 (1) (2022)
Wei Dai, Xinyu Zhou, Depeng Li, Song Zhu, Xuesong Wang
Hybrid Parallel Stochastic Configuration Networks for Industrial Data Analytics. IEEE Trans. Ind. Informatics 18 (4) (2022)
Wei Dai, Langlong Ji, Dianhui Wang
Federated stochastic configuration networks for distributed data analytics. Inf. Sci. 614 (2022)
Wei Dai, Chuanfeng Ning, Jing Nan, Dianhui Wang
Stochastic configuration networks for imbalanced data classification. Int. J. Mach. Learn. Cybern. 13 (10) (2022)
Xifeng Guo, Xinlu Wang, Yanshuang Ao, Wei Dai, Ye Gao
Short-term photovoltaic power forecasting with adaptive stochastic configuration network ensemble. WIREs Data Mining Knowl. Discov. 12 (6) (2022)
Wei Dai, Yanshuang Ao, Linna Zhou, Ping Zhou, Xuesong Wang
Incremental learning paradigm with privileged information for random vector functional-link networks: IRVFL+. Neural Comput. Appl. 34 (9) (2022)
Wei Dai, Chuanfeng Ning, Shiyu Pei, Song Zhu, Xuesong Wang
Orthogonal Stochastic Configuration Networks with Adaptive Construction Parameter for Data Analytics. CoRR (2022)
Lei Ma, Hongyu Liu, Linna Zhou, Chunyu Yang, Wei Dai, Guoqing Wang
Security Control for Multi-Time-Scale CPSs Under DoS Attacks: An Improved Dynamic Event-Triggered Mechanism. IEEE Trans. Netw. Sci. Eng. 9 (3) (2022)
Jianguo Zhao, Chunyu Yang, Wei Dai, Weinan Gao
Reinforcement Learning-Based Composite Optimal Operational Control of Industrial Systems With Multiple Unit Devices. IEEE Trans. Ind. Informatics 18 (2) (2022)
Wei Dai, Rui Zhang, Qianjin Wang, Yuhu Cheng, Xuesong Wang
Two-Dimensional Broad Learning System for Data Analytic. IEEE Trans. Artif. Intell. 2 (6) (2021)
Wei Dai, Lingzhi Zhang, Jun Fu, Tianyou Chai, Xiaoping Ma
Dual-Rate Adaptive Optimal Tracking Control for Dense Medium Separation Process Using Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Ying Zhang, Lei Ma, Guoqing Wang, Chunyu Yang, Linna Zhou, Wei Dai
Observer-Based Control for the Two-Time-Scale Cyber-Physical Systems: The Dual-Scale DoS Attacks Case. IEEE Trans. Netw. Sci. Eng. 8 (4) (2021)
Qianjin Wang, Wei Dai, Xiaoping Ma, Zhigen Shang
Driving amount based stochastic configuration network for industrial process modeling. Neurocomputing 394 (2020)
Yongxiao Tian, Huaicheng Yan, Wei Dai, Shiming Chen, Xisheng Zhan
Observed-Based Asynchronous Control of Linear Semi-Markov Jump Systems With Time-Varying Mode Emission Probabilities. IEEE Trans. Circuits Syst. (12) (2020)
Wei Dai, Depeng Li, Ping Zhou, Tianyou Chai
Stochastic configuration networks with block increments for data modeling in process industries. Inf. Sci. 484 (2019)
Yajun Zhang, Yao Jia, Tianyou Chai, Dianhui Wang, Wei Dai, Jun Fu
Data-Driven PID Controller and Its Application to Pulp Neutralization Process. IEEE Trans. Control. Syst. Technol. 26 (3) (2018)
Wei Dai, Fei Chu, Chunyu Yang, Ying Chen, Tianyou Chai
Software platform for optimal setting control of complex industrial processes. ACC (2017)
Wei Dai, Gang Huang, Fei Chu, Tianyou Chai
Configurable Platform for Optimal-Setting Control of Grinding Processes. IEEE Access 5 (2017)
Wei Dai, Qixin Chen, Fei Chu, Xiaoping Ma, Tianyou Chai
Robust Regularized Random Vector Functional Link Network and Its Industrial Application. IEEE Access 5 (2017)
Fei Chu, Bangwu Dai, Wei Dai, Runda Jia, Xiaoping Ma, Fuli Wang
Rapid Modeling Method for Performance Prediction of Centrifugal Compressor Based on Model Migration and SVM. IEEE Access 5 (2017)
Wei Dai, Qiang Liu, Tianyou Chai
Particle size estimate of grinding processes using random vector functional link networks with improved robustness. Neurocomputing 169 (2015)
Wei Dai, Tianyou Chai, Simon X. Yang
Data-Driven Optimization Control for Safety Operation of Hematite Grinding Process. IEEE Trans. Ind. Electron. 62 (5) (2015)
Ping Zhou, Wei Dai, Tianyou Chai
Multivariable Disturbance Observer Based Advanced Feedback Control Design and Its Application to a Grinding Circuit. IEEE Trans. Control. Syst. Technol. 22 (4) (2014)
Shaowen Lu, Ping Zhou, Tianyou Chai, Wei Dai
Modeling and Simulation of Whole Ball Mill Grinding Plant for Integrated Control. IEEE Trans Autom. Sci. Eng. 11 (4) (2014)