Biao Huang 0001 - researchr alias

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Viewing Publication 1 - 63 from 63

2025

A novel sim2real reinforcement learning algorithm for process controlHuiping Liang, Junyao Xie, Biao Huang 0001, Yonggang Li, Bei Sun, Chunhua Yang 0001. ress, 254:110639, 2025. [doi]

Zonotopic set-membership state estimation for nonlinear systems based on the deep Koopman operatorZhichao Pan, Siyu Liu, Biao Huang 0001, Fei Liu 0001. ijon, 618:129004, 2025. [doi]

2024

Double-Layered Iterative Learning Control for Nonlinear SystemsNa Lin 0002, Ronghu Chi, Biao Huang 0001. tsmc, 54(10):6033-6042, October 2024. [doi]

Guest Editorial Special Issue on Industrial Metaverse for Smart ManufacturingFeng Qian 0004, Hong Qiao, Biao Huang 0001, Yang Tang, David Bogle, Aibing Yu. tcyb, 54(7):3850-3851, July 2024. [doi]

Distributed Process Monitoring for Multiagent Systems Through Cognitive LearningHongtian Chen, Oguzhan Dogru, Santhosh Kumar Varanasi, Xunyuan Yin, Biao Huang 0001. tamd, 16(1):8-19, February 2024. [doi]

Explainable Intelligent Fault Diagnosis for Nonlinear Dynamic Systems: From Unsupervised to Supervised LearningHongtian Chen, Zhigang Liu 0001, Cesare Alippi, Biao Huang 0001, Derong Liu 0001. tnn, 35(5):6166-6179, May 2024. [doi]

Transfer Learning-Motivated Intelligent Fault Diagnosis Designs: A Survey, Insights, and PerspectivesHongtian Chen, Hao Luo 0003, Biao Huang 0001, Bin Jiang 0001, Okyay Kaynak. tnn, 35(3):2969-2983, March 2024. [doi]

Sampled-Data Model-Free Adaptive Control for Nonlinear Continuous-Time SystemsRonghu Chi, Wenzhi Cui, Na Lin 0002, Zhongsheng Hou, Biao Huang 0001. tcyb, 54(8):4775-4788, August 2024. [doi]

Data-Driven Finite-Iteration Learning ControlRonghu Chi, Zhiqing Liu, Na Lin 0002, Zhongsheng Hou, Biao Huang 0001. tsmc, 54(9):5296-5306, September 2024. [doi]

Data-Driven Indirect Iterative Learning ControlRonghu Chi, Huaying Li, Na Lin 0002, Biao Huang 0001. tcyb, 54(3):1650-1660, March 2024. [doi]

Performance-oriented design and analysis for direct data-driven control of multi-agent systemsRonghu Chi, Na Lin 0002, Biao Huang 0001, Zhongsheng Hou. isci, 666:120419, 2024. [doi]

Data-Driven Dynamic Internal Model ControlRonghu Chi, Huimin Zhang, Huaying Li, Biao Huang 0001, Zhongsheng Hou. tcyb, 54(9):5347-5359, September 2024. [doi]

Reinforcement Learning in Process Industries: Review and PerspectiveOguzhan Dogru, Junyao Xie, Om Prakash, Ranjith Chiplunkar, Jansen Soesanto, Hongtian Chen, Kirubakaran Velswamy, Fadi Ibrahim, Biao Huang 0001. ieeejas, 11(2):283-300, February 2024. [doi]

Skew Filtering for Online State Estimation and ControlOguzhan Dogru, Ranjith Chiplunkar, Biao Huang 0001. tii, 20(2):1508-1515, February 2024. [doi]

Suboptimal Bayesian Filters for Markov Jump Linear Systems with Unknown Noise CovarianceShuang Gao, Xiaoli Luan, Biao Huang 0001, Shunyi Zhao, Haiying Wan, Fei Liu 0001. icca 2024: 912-917 [doi]

Big Data-driven Predictive Control Using Multi-view ClusteringShuangyu Han, Yitao Yan, Jie Bao 0002, Biao Huang 0001. amcc 2024: 5100-5105 [doi]

Fast Bayesian filtering for wastewater treatment plants with inaccurate process noise statisticsKe Li, Xiaojie Li, Xunyuan Yin, Shunyi Zhao, Biao Huang 0001, Fei Liu 0001. cce, 189:108811, 2024. [doi]

Bayesian Filtering for High-Dimensional State-Space Models With State Partition and Error CompensationKe Li, Shunyi Zhao, Biao Huang 0001, Fei Liu 0001. ieeejas, 11(5):1239-1249, May 2024. [doi]

Data-Driven Robust Finite-Iteration Learning Control for MIMO Nonrepetitive Uncertain SystemsZhiqing Liu, Ronghu Chi, Yang Liu 0077, Biao Huang 0001. tcyb, 54(11):6307-6318, November 2024. [doi]

Detection of poor controller tuning with Gramian Angular Field (GAF) and StackAutoencoder (SAE)Amirreza Memarian, Seshu Kumar Damarla, Alireza Memarian, Biao Huang 0001. cce, 185:108652, 2024. [doi]

Sparse Robust Dynamic Feature Extraction Using Bayesian InferenceVamsi Krishna Puli, Ranjith Chiplunkar, Biao Huang 0001. tie, 71(6):6201-6209, June 2024. [doi]

Physics-informed probabilistic slow feature analysisVamsi Krishna Puli, Ranjith Chiplunkar, Biao Huang 0001. automatica, 169:111851, 2024. [doi]

Digital twin and control of an industrial-scale bitumen extraction processJansen Fajar Soesanto, Bart Maciszewski, Leyli Mirmontazeri, Sabrina Romero, Mike Michonski, Andrew C. Milne, Biao Huang 0001. cce, 185:108671, 2024. [doi]

Explicit Representation and Customized Fault Isolation Framework for Learning Temporal and Spatial Dependencies in Industrial ProcessesPengyu Song, Chunhui Zhao 0001, Biao Huang 0001, Jinliang Ding. tnn, 35(3):2997-3011, March 2024. [doi]

A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor ApplicationsWenxin Sun, Weili Xiong, Hongtian Chen, Ranjith Chiplunkar, Biao Huang 0001. tii, 20(3):3789-3800, March 2024. [doi]

Back-and-forth nudging moving horizon estimation for discrete-time linear systemsJunyao Xie, Biao Huang 0001. automatica, 165:111691, 2024. [doi]

Quality-driven Gaussian mixture variational probabilistic network for soft sensor application in PET/PA6 polymerization processRuimin Xie, Yuxiang Liu, Xiwen He, Nabil Magbool Jan, Huaping Wang, Kuangrong Hao, Biao Huang 0001. cce, 181:108543, February 2024. [doi]

Approximating the System Behavior with Input Uncertainty Using Big DataYitao Yan, Jie Bao 0002, Biao Huang 0001. icca 2024: 924-929 [doi]

Distributed Data-Driven Predictive Control via Dissipative Behavior SynthesisYitao Yan, Jie Bao 0002, Biao Huang 0001. tac, 69(5):2899-2914, May 2024. [doi]

An Approach to Data-Based Linear Quadratic Optimal ControlYitao Yan, Jie Bao 0002, Biao Huang 0001. csysl, 8:1120-1125, 2024. [doi]

On Approximation of System Behavior From Large Noisy Data Using Statistical Properties of Measurement NoiseYitao Yan, Jie Bao 0002, Biao Huang 0001. tac, 69(4):2414-2421, April 2024. [doi]

Intrinsic Causality Embedded Concurrent Quality and Process Monitoring StrategyWanke Yu, Chunhui Zhao 0001, Biao Huang 0001, Min Xie 0001. tie, 71(11):15111-15121, November 2024. [doi]

An Unsupervised Fault Detection and Diagnosis With Distribution Dissimilarity and Lasso PenaltyWanke Yu, Chunhui Zhao 0001, Biao Huang 0001, Min Xie 0001. tcst, 32(3):767-779, May 2024. [doi]

Bayesian-Based Causal Structure Inference With a Domain Knowledge Prior for Stable and Interpretable Soft SensingXiangrui Zhang, Chunyue Song, Biao Huang 0001, Jun Zhao 0008. tcyb, 54(10):6081-6094, October 2024. [doi]

2023

Data-driven set-point control for nonlinear nonaffine systemsNa Lin 0002, Ronghu Chi, Biao Huang 0001. isci, 625:237-254, May 2023. [doi]

Data-Driven Virtual Reference Set-Point Learning of PD Control and Applications to Permanent Magnet Linear MotorsNa Lin 0002, Huaying Li, Ronghu Chi, Zhongsheng Hou, Biao Huang 0001. tsmc, 53(7):4142-4154, July 2023. [doi]

Data-driven set-point control for nonlinear nonaffine systemsNa Lin 0002, Ronghu Chi, Biao Huang 0001. isci, 625:237-254, May 2023. [doi]

No-Delay Multimodal Process Monitoring Using Kullback-Leibler Divergence-Based Statistics in Probabilistic Mixture ModelsYue Cao 0004, Nabil Magbool Jan, Biao Huang 0001, Yalin Wang 0003, Zhuofu Pan, Weihua Gui 0001. tase, 20(1):167-178, 2023. [doi]

Variational Bayesian Inference for Robust Identification of PWARX Systems With Time-Varying Time-DelaysWentao Bai, Fan Guo, Lei Chen 0064, Kuangrong Hao, Biao Huang 0001. tcyb, 53(6):3613-3623, June 2023. [doi]

Data-driven designs of observers and controllers via solving model matching problemsHongtian Chen, Hao Luo 0003, Biao Huang 0001, Bin Jiang 0001, Okyay Kaynak. automatica, 156:111196, October 2023. [doi]

Fault-Tolerant Soft Sensors for Dynamic SystemsHongtian Chen, Biao Huang 0001. tcst, 31(6):2805-2818, November 2023. [doi]

Fault Detection for Nonlinear Dynamic Systems With Consideration of Modeling Errors: A Data-Driven ApproachHongtian Chen, Linlin Li 0005, Chao Shang, Biao Huang 0001. tcyb, 53(7):4259-4269, 2023. [doi]

Dynamic Linearization and Extended State Observer-Based Data-Driven Adaptive ControlRonghu Chi, Xiaolin Guo, Na Lin 0002, Biao Huang 0001. tsmc, 53(11):6805-6814, November 2023. [doi]

Enhanced P-Type Control: Indirect Adaptive Learning From Set-Point UpdatesRonghu Chi, Huaying Li, Dong Shen, Zhongsheng Hou, Biao Huang 0001. tac, 68(3):1600-1613, March 2023. [doi]

Process Monitoring Using Domain-Adversarial Probabilistic Principal Component Analysis: A Transfer Learning FrameworkAtefeh Daemi, R. Bhushan Gopaluni, Biao Huang 0001. tii, 19(2):1436-1444, 2023. [doi]

Incremental Variational Bayesian Gaussian Mixture Model With Decremental Optimization for Distribution Accommodation and Fine-Scale Adaptive Process MonitoringQingyang Dai, Chunhui Zhao, Biao Huang 0001. tcyb, 53(8):5094-5107, 2023. [doi]

Data-Driven Adaptive Iterative Learning Bipartite Consensus for Heterogeneous Nonlinear Cooperation-Antagonism NetworksYu Hui, Ronghu Chi, Biao Huang 0001, Zhongsheng Hou. tnn, 34(11):8262-8270, November 2023. [doi]

Deep Bayesian Slow Feature Extraction With Application to Industrial Inferential ModelingChao Jiang, Yusheng Lu, Weimin Zhong, Biao Huang 0001, Dayu Tan, Wenjiang Song, Feng Qian 0004. tii, 19(1):40-51, 2023. [doi]

Double Dynamic Linearization-Based Higher Order Indirect Adaptive Iterative Learning ControlHuaying Li, Ronghu Chi, Zhongsheng Hou, Biao Huang 0001. tcyb, 53(6):3506-3517, June 2023. [doi]

A Koopman Operator-Based Finite Impulse Response Filter for Nonlinear SystemsZhichao Pan, Biao Huang 0001, Fei Liu 0001. cdc 2023: 2159-2165 [doi]

Confidence set-membership FIR filter for discrete time-variant systemsZhichao Pan, Shunyi Zhao, Biao Huang 0001, Fei Liu 0001. automatica, 157:111231, November 2023. [doi]

Variational Bayesian Approach to Nonstationary and Oscillatory Slow Feature Analysis With Applications in Soft Sensing and Process MonitoringVamsi Krishna Puli, Biao Huang 0001. tcst, 31(4):1708-1719, July 2023. [doi]

A Transferable Multistage Model With Cycling Discrepancy Learning for Lithium-Ion Battery State of Health EstimationYan Qin, Chau Yuen, Xunyuan Yin, Biao Huang 0001. tii, 19(2):1933-1946, 2023. [doi]

MPGE and RootRank: A sufficient root cause characterization and quantification framework for industrial process faultsPengyu Song, Chunhui Zhao, Biao Huang 0001. NN, 161:397-417, April 2023. [doi]

Adaptive niching particle swarm optimization with local search for multimodal optimizationRui Wang, Kuangrong Hao, Biao Huang 0001, Xiuli Zhu. asc, 133:109923, January 2023. [doi]

Moving Horizon Estimation for Discrete-Time Linear Time-Invariant Systems Using Transfer LearningJunyao Xie, Biao Huang 0001. cdc 2023: 3220-3225 [doi]

Reinforcement learning for soft sensor design through autonomous cross-domain data selectionJunyao Xie, Oguzhan Dogru, Biao Huang 0001, Chris Godwaldt, Brett Willms. cce, 173:108209, 2023. [doi]

A Robust Dissimilarity Distribution Analytics With Laplace Distribution for Incipient Fault DetectionWanke Yu, Chunhui Zhao, Biao Huang 0001, Min Wu 0002. tie, 70(12):12752-12761, 2023. [doi]

Identification of Errors-in-Variable System With Heteroscedastic Noise and Partially Known Input Using Variational BayesianJinxi Zhang, Fan Guo, Kuangrong Hao, Biao Huang 0001, Lei Chen 0064. tii, 19(10):10014-10023, October 2023. [doi]

ConvLSTM and Self-Attention Aided Canonical Correlation Analysis for Multioutput Soft Sensor ModelingXiuli Zhu, Seshu Kumar Damarla, Kuangrong Hao, Biao Huang 0001, Hongtian Chen, Yicun Hua. tim, 72:1-10, 2023. [doi]

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