Xunyuan Yin

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 64

Top Topics

State Estimation

Reinforcement Learning

Top Venues

Comput. Chem. Eng.

Publications

Minghao Han, Zhaojian Li, Xiang Yin, Xunyuan Yin
Robust Learning and Control of Time-Delay Nonlinear Systems With Deep Recurrent Koopman Operators. IEEE Trans. Ind. Informatics 20 (3) (2024)
Chenliang Liu, Yalin Wang, Chunhua Yang, Henry Leung, Xunyuan Yin
Adaptive Attention-Driven Manifold Regularization for Deep Learning Networks: Industrial Predictive Modeling Applications and Beyond. IEEE Trans. Ind. Electron. 71 (10) (2024)
Hongtian Chen, Oguzhan Dogru, Santhosh Kumar Varanasi, Xunyuan Yin, Biao Huang
Distributed Process Monitoring for Multiagent Systems Through Cognitive Learning. IEEE Trans. Cogn. Dev. Syst. 16 (1) (2024)
Xiaojie Li, Song Bo, Yan Qin, Xunyuan Yin
Iterative distributed moving horizon estimation of linear systems with penalties on both system disturbances and noise. CoRR (2024)
Zepeng Ning, Gang Feng, Xunyuan Yin
Asynchronous Quantized Control of Piecewise-Affine Systems. IEEE Trans. Autom. Control. 69 (1) (2024)
Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li
Foundation models in smart agriculture: Basics, opportunities, and challenges. Comput. Electron. Agric. 222 (2024)
Minghao Han, Jingshi Yao, Adrian Wing-Keung Law, Xunyuan Yin
Efficient Economic Model Predictive Control of Water Treatment Process with Learning-based Koopman Operator. CoRR (2024)
Jiajia Li, Dong Chen, Xunyuan Yin, Zhaojian Li
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection. CoRR (2024)
Xiaojie Li, Xunyuan Yin
Approximating arrival costs in distributed moving horizon estimation: A recursive method. CoRR (2024)
Sarupa Debnath, Bernard T. Agyeman, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu
Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation. CoRR (2024)
Ke Li, Xiaojie Li, Xunyuan Yin, Shunyi Zhao, Biao Huang, Fei Liu
Fast Bayesian filtering for wastewater treatment plants with inaccurate process noise statistics. Comput. Chem. Eng. 189 (2024)
Xiaojie Li, Adrian Wing-Keung Law, Xunyuan Yin
Partition-based distributed extended Kalman filter for large-scale nonlinear processes with application to chemical and wastewater treatment processes. CoRR (2024)
Xuewen Zhang, Minghao Han, Xunyuan Yin
Reduced-order Koopman modeling and predictive control of nonlinear processes. CoRR (2024)
Siqi Wang, Xunyuan Yin, Shaoyuan Li, Xiang Yin
Tractable Reinforcement Learning for Signal Temporal Logic Tasks With Counterfactual Experience Replay. IEEE Control. Syst. Lett. 8 (2024)
Amin Vahidi-Moghaddam, Kaixiang Zhang, Xunyuan Yin, Vaibhav Srivastava, Zhaojian Li
Online Reduced-Order Data-Enabled Predictive Control. CoRR (2024)
Jiajia Li, Kyle Lammers, Xunyuan Yin, Xiang Yin, Long He, Renfu Lu, Zhaojian Li
MetaFruit Meets Foundation Models: Leveraging a Comprehensive Multi-Fruit Dataset for Advancing Agricultural Foundation Models. CoRR (2024)
Xiaojie Li, Song Bo, Xuewen Zhang, Yan Qin, Xunyuan Yin
Data-driven parallel Koopman subsystem modeling and distributed moving horizon state estimation for large-scale nonlinear processes. CoRR (2024)
Siyu Liu, Xunyuan Yin, Jinfeng Liu
Sensor placement for post-combustion CO2 capture plants. ACC (2023)
Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
Control invariant set enhanced safe reinforcement learning: Improved sampling efficiency, guaranteed stability and robustness. Comput. Chem. Eng. 179 (2023)
Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li
Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges. CoRR (2023)
Dong Chen, Kaixiang Zhang, Yongqiang Wang, Xunyuan Yin, Zhaojian Li
Communication-Efficient Decentralized Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control. CoRR (2023)
Xuewen Zhang, Minghao Han, Xunyuan Yin
Reduced-order Koopman modeling and predictive control of nonlinear processes. Comput. Chem. Eng. 179 (2023)
Mohammad R. Hajidavalloo, Jun Chen, Qiuhao Hu, Ziyou Song, Xunyuan Yin, Zhaojian Li
NMPC-Based Integrated Thermal Management of Battery and Cabin for Electric Vehicles in Cold Weather Conditions. IEEE Trans. Intell. Veh. 8 (9) (2023)
Yan Qin, Chau Yuen, Xunyuan Yin, Biao Huang
A Transferable Multistage Model With Cycling Discrepancy Learning for Lithium-Ion Battery State of Health Estimation. IEEE Trans. Ind. Informatics 19 (2) (2023)
Sarupa Debnath, Soumya Ranjan Sahoo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System. CDC (2023)
Siyu Liu, Xunyuan Yin, Jinfeng Liu
Sensor network design for post-combustion CO2 capture plants: economy, complexity and robustness. CoRR (2023)
Song Bo, Xunyuan Yin, Jinfeng Liu
Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability. CoRR (2023)
Xuewen Zhang, Minghao Han, Xunyuan Yin
Data-Driven Linear Predictive Control of Nonlinear Processes Based on Reduced-Order Koopman Operator. SMC (2023)
Zepeng Ning, Xunyuan Yin, Yang Shi
Quantization-Uncertainty-Dependent Analysis and Control of Linear Systems With Multi-Input-Multi-Output Quantization. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (6) (2023)
Siyu Liu, Xunyuan Yin, Jinfeng Liu
State estimation of a carbon capture process through POD model reduction and neural network approximation. CoRR (2023)
Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu
Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness. CoRR (2023)
Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu
Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy. CoRR (2023)
Amin Vahidi-Moghaddam, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin, Ziyou Song, Yan Wang
Extended Neighboring Extremal Optimal Control with State and Preview Perturbations. CoRR (2023)
Zepeng Ning, Yiming Cheng, Zhaojian Li, Xunyuan Yin
. ACC (2023)
Yan Qin, Chau Yuen, Xunyuan Yin, Biao Huang
A Transferable Multi-stage Model with Cycling Discrepancy Learning for Lithium-ion Battery State of Health Estimation. CoRR (2022)
Xunyuan Yin, Biao Huang
Event-Triggered Distributed Moving Horizon State Estimation of Linear Systems. IEEE Trans. Syst. Man Cybern. Syst. 52 (10) (2022)
Siyu Liu, Xunyuan Yin, Zhichao Pan, Jinfeng Liu
A sensitivity-based approach to optimal sensor selection for process networks. CoRR (2022)
Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu
Economic model predictive control of integrated energy systems: A multi-time-scale framework. CoRR (2022)
Siyu Liu, Xunyuan Yin, Jinfeng Liu, Feng Ding
Distributed simultaneous state and parameter estimation of nonlinear systems. CoRR (2022)
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Soil moisture map construction by sequential data assimilation using an extended Kalman filter. ACC (2021)
Xunyuan Yin, Zhaojian Li, Ilya V. Kolmanovsky
Distributed State Estimation for Linear Systems With Application to Full-Car Active Suspension Systems. IEEE Trans. Ind. Electron. 68 (2) (2021)
Xunyuan Yin, Jinfeng Liu
Event-Triggered State Estimation of Linear Systems Using Moving Horizon Estimation. IEEE Trans. Control. Syst. Technol. 29 (2) (2021)
Xiaodong Xu, Xunyuan Yin, Yuan Yuan, Stevan Dubljevic
Robust state estimation for a class of hyperbolic systems with boundary sensor uncertain parameter. ACC (2020)
Bernard T. Agyeman, Song Bo, Soumya R. Sahoo, Xunyuan Yin, Jinfeng Liu, Sirish L. Shah
Soil moisture map construction using microwave remote sensors and sequential data assimilation. CoRR (2020)
Xunyuan Yin, Song Bo, Jinfeng Liu, Biao Huang
A consensus-based approach for parameter and state estimation of agro-hydrological system. CoRR (2020)
Langwen Zhang, Jinfeng Liu, Wei Xie, Xunyuan Yin
Robust Model Predictive Control of the Cutterhead System in Tunnel Boring Machines. ISIE (2019)
Xunyuan Yin, Jing Zeng, Jinfeng Liu
Forming Distributed State Estimation Network From Decentralized Estimators. IEEE Trans. Control. Syst. Technol. 27 (6) (2019)
Xunyuan Yin, Jinfeng Liu
State estimation of wastewater treatment plants based on model approximation. Comput. Chem. Eng. 111 (2018)
Xunyuan Yin, Zhaojian Li, Lixian Zhang, Minghao Han
Distributed State Estimation of Sensor-Network Systems Subject to Markovian Channel Switching With Application to a Chemical Process. IEEE Trans. Syst. Man Cybern. Syst. 48 (6) (2018)
Xunyuan Yin, Jinfeng Liu
Distributed moving horizon state estimation of two-time-scale nonlinear systems. Autom. 79 (2017)
Xunyuan Yin, Jing Zeng, Jinfeng Liu
From decentralized to distributed state estimation. ACC (2017)
Zepeng Ning, Lixian Zhang, José de Jesús Rubio, Xunyuan Yin
Asynchronous Filtering for Discrete-Time Fuzzy Affine Systems With Variable Quantization Density. IEEE Trans. Cybern. 47 (1) (2017)
Liang Liu, Shen Yin, Lixian Zhang, Xunyuan Yin, Huaicheng Yan
Improved Results on Asymptotic Stabilization for Stochastic Nonlinear Time-Delay Systems With Application to a Chemical Reactor System. IEEE Trans. Syst. Man Cybern. Syst. 47 (1) (2017)
Lixian Zhang, Xunyuan Yin, Junnan Shen, Haitao Yu
Cloud-Aided State Estimation of A Full-Car Semi-Active Suspension System. CoRR (2017)
Zhaojian Li, Tianshu Chu, Ilya V. Kolmanovsky, Xiang Yin, Xunyuan Yin
Cloud Resource Allocation for Cloud-Based Automotive Applications. CoRR (2017)
Lixian Zhang, Xunyuan Yin, Zepeng Ning, Dong Ye
Robust Filtering for a Class of Networked Nonlinear Systems With Switching Communication Channels. IEEE Trans. Cybern. 47 (3) (2017)
Lixian Zhang, Yanzheng Zhu, Zepeng Ning, Xunyuan Yin
Resilient Estimation for Networked Systems With Variable Communication Capability. IEEE Trans. Autom. Control. 61 (12) (2016)
Lixian Zhang, Xunyuan Yin, Junnan Shen, Haitao Yu
Cloud-aided moving horizon state estimation of a full-car semi-active suspension system. SMC (2016)
Xunyuan Yin, Kevin Arulmaran, Jinfeng Liu
Subsystem decomposition for distributed state estimation of nonlinear systems. ACC (2016)
Xunyuan Yin, Xu Zhang, Lixian Zhang, Changhong Wang, Maryam Al-Yami, Tasawar Hayat
model approximation for discrete-time Takagi-Sugeno fuzzy systems with Markovian jumping parameters. Neurocomputing 157 (2015)
Zhaojian Li, Xunyuan Yin, Ilya V. Kolmanovsky, Jianbo Lu, Dimitar P. Filev, Ella M. Atkins
Robust H∞ control for a class of networked uncertain systems with multiple channels subject to Markovian switching. CDC (2015)
Xunyuan Yin, Zhaojian Li, Lixian Zhang, Changhong Wang, Wafa Shammakh, Bashir Ahmad
Model reduction of A class of Markov jump nonlinear systems with time-varying delays via projection approach. Neurocomputing 166 (2015)
Zhaojian Li, Xunyuan Yin, Xiang Yin, Yi Xie, Changhong Wang
Distributed H∞ filtering over multiple-channel sensor networks with Markovian channel switching and time-varying delays. CDC (2015)
Xunyuan Yin, Zhaojian Li, Sirish L. Shah, Lisong Zhang, Changhong Wang
Fuel Efficiency Modeling and Prediction for Automotive Vehicles: A Data-Driven Approach. SMC (2015)