Qiugang Lu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 28

Top Topics

Predictive Control

Fault Diagnosis

Reference Model

Top Venues

Comput. Chem. Eng.

IEEE Trans. Control. Syst. Technol.

Publications

Gift Modekwe, Salim Al Wahaibi, Qiugang Lu
Transformer-based Capacity Prediction for Lithium-ion Batteries with Data Augmentation. CoRR (2024)
Yuhan Hao, Qiugang Lu, Xizhe Wang, Benben Jiang
Adaptive Model-Based Reinforcement Learning for Fast-Charging Optimization of Lithium-Ion Batteries. IEEE Trans. Ind. Informatics 20 (1) (2024)
Myisha A. Chowdhury, Saif S. S. Al-Wahaibi, Qiugang Lu
Adaptive Safe Reinforcement Learning-Enabled Optimization of Battery Fast-Charging Protocols. CoRR (2024)
Saif S. S. Al-Wahaibi, Qiugang Lu
Improving Convolutional Neural Networks for Fault Diagnosis by Assimilating Global Features. ACC (2023)
Myisha A. Chowdhury, Qiugang Lu
A Novel Entropy-Maximizing TD3-based Reinforcement Learning for Automatic PID Tuning. ACC (2023)
Saif S. S. Al-Wahaibi, Samuel Abiola, Myisha A. Chowdhury, Qiugang Lu
Improving convolutional neural networks for fault diagnosis in chemical processes by incorporating global correlations. Comput. Chem. Eng. 176 (2023)
Myisha A. Chowdhury, Saif S. S. Al-Wahaibi, Qiugang Lu
Entropy-maximizing TD3-based reinforcement learning for adaptive PID control of dynamical systems. Comput. Chem. Eng. 178 (2023)
Benben Jiang, Yixing Wang, Zhenghua Ma, Qiugang Lu
Fast Charging of Lithium-Ion Batteries Using Deep Bayesian Optimization with Recurrent Neural Network. CoRR (2023)
Benben Jiang, Qiugang Lu
Fault Detection in Industrial Systems Using Maximized Divergence Analysis Approach. IEEE Access 10 (2022)
Saif S. S. Al-Wahaibi, Qiugang Lu
Improving Convolutional Neural Networks for Fault Diagnosis by Assimilating Global Features. CoRR (2022)
Yun Li, Yixiu Wang, Yifu Chen, Kaixun Hua, Jiayang Ren, Ghazaleh Mozafari, Qiugang Lu, Yankai Cao
Deep Learning-based Predictive Control of Battery Management for Frequency Regulation. CoRR (2022)
Myisha A. Chowdhury, Qiugang Lu
A Novel Entropy-Maximizing TD3-based Reinforcement Learning for Automatic PID Tuning. CoRR (2022)
Qiugang Lu, Saif S. S. Al-Wahaibi
Enhanced CNN with Global Features for Fault Diagnosis of Complex Chemical Processes. CoRR (2022)
Qiugang Lu, Benben Jiang, Eranda Harinath
Fault Diagnosis in Industrial Processes by Maximizing Pairwise Kullback-Leibler Divergence. IEEE Trans. Control. Syst. Technol. 29 (2) (2021)
Ayub I. Lakhani, Myisha A. Chowdhury, Qiugang Lu
Stability-Preserving Automatic Tuning of PID Control with Reinforcement Learning. CoRR (2021)
Qiugang Lu, Leonardo D. González, Ranjeet Kumar, Victor M. Zavala
Bayesian optimization with reference models: A case study in MPC for HVAC central plants. Comput. Chem. Eng. 154 (2021)
Sungho Shin, Qiugang Lu, Victor M. Zavala
Unifying Theorems for Subspace Identification and Dynamic Mode Decomposition. CoRR (2020)
Qiugang Lu, Ranjeet Kumar, Victor M. Zavala
MPC Controller Tuning using Bayesian Optimization Techniques. CoRR (2020)
Qiugang Lu, Victor M. Zavala
Image-Based Model Predictive Control via Dynamic Mode Decomposition. CoRR (2020)
Qiugang Lu, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont, R. Bhushan Gopaluni
Support vector machine approach for model-plant mismatch detection. Comput. Chem. Eng. 133 (2020)
Qiugang Lu, Sungho Shin, Victor M. Zavala
Characterizing the Predictive Accuracy of Dynamic Mode Decomposition for Data-Driven Control. CoRR (2020)
Benben Jiang, Yi Luo, Qiugang Lu
Maximized Mutual Information Analysis Based on Stochastic Representation for Process Monitoring. IEEE Trans. Ind. Informatics 15 (3) (2019)
Qiugang Lu, Philip D. Loewen, R. Bhushan Gopaluni, Michael G. Forbes, Johan U. Backström, Guy Albert Dumont, Michael S. Davies
Identification of symmetric noncausal processes. Autom. 103 (2019)
Qiugang Lu, Benben Jiang, R. Bhushan Gopaluni, Philip D. Loewen, Richard D. Braatz
Locality preserving discriminative canonical variate analysis for fault diagnosis. Comput. Chem. Eng. 117 (2018)
Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Noncausal modeling and closed-loop optimal input design for cross-directional processes of paper machines. ACC (2017)
Qiugang Lu, Michael G. Forbes, R. Bhushan Gopaluni, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Performance Assessment of Cross-Directional Control for Paper Machines. IEEE Trans. Control. Syst. Technol. 25 (1) (2017)
Hui Tian, Qiugang Lu, R. Bhushan Gopaluni, Victor M. Zavala, James A. Olson
Economic nonlinear model predictive control for mechanical pulping processes. ACC (2016)
Hui Tian, Qiugang Lu, R. Bhushan Gopaluni, Victor M. Zavala
Multiobjective economic model predictive control of mechanical pulping processes. CDC (2016)
Mahdi Yousefi, Qiugang Lu, R. Bhushan Gopaluni, Philip D. Loewen, Michael G. Forbes, Guy Albert Dumont, Johan U. Backström
Detecting model-plant mismatch without external excitation. ACC (2015)
Qiugang Lu, Lee D. Rippon, R. Bhushan Gopaluni, Michael G. Forbes, Philip D. Loewen, Johan U. Backström, Guy Albert Dumont
Cross-directional controller performance monitoring for paper machines. ACC (2015)
Qiugang Lu, Lixian Zhang, Qingrui Zhang, Hamid Reza Karimi
Stability analysis and controller design for a class of T-S fuzzy Markov jump system with uncertain expectation of packet dropouts. ACC (2013)
Qiugang Lu, Lixian Zhang, Peng Shi, Hamid Reza Karimi
Control design for a hypersonic aircraft using a switched linear parameter-varying system approach. J. Syst. Control. Eng. 227 (1) (2013)
Qiugang Lu, Witold Pawlus, Hamid Reza Karimi, Kjell Gunnar Robbersmyr
Data-based modeling of vehicle collision by LPV-ARMAX model approach. ASCC (2013)
Qiugang Lu, Lixian Zhang, Peng Shi, Hamid Reza Karimi
Reference tracking control of hypersonic vehicles using switched linear parameter-varying approach. ICCA (2013)
Qiugang Lu, Hamid Reza Karimi, Kjell Gunnar Robbersmyr
A Data-Based Approach for Modeling and Analysis of Vehicle Collision by LPV-ARMAX Models. J. Appl. Math. 2013 (2013)
Jianbin Qiu, Hui Tian, Qiugang Lu, Huijun Gao
Nonsynchronized Robust Filtering Design for Continuous-Time T-S Fuzzy Affine Dynamic Systems Based on Piecewise Lyapunov Functions. IEEE Trans. Cybern. 43 (6) (2013)
Qiugang Lu, Lixian Zhang, Michael V. Basin, Hui Tian
Analysis and synthesis for networked control systems with uncertain rate of packet losses. J. Frankl. Inst. 349 (7) (2012)
Hui Tian, Jianbin Qiu, Huijun Gao, Qiugang Lu
New results on robust filtering design for continuous-time nonlinear systems via T-S fuzzy affine dynamic models. ICARCV (2012)