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2020 – today
- 2025
[j28]Jiajia Li, Kyle Lammers, Xunyuan Yin, Xiang Yin, Long He, Jun Sheng, Renfu Lu, Zhaojian Li:
MetaFruit meets foundation models: Leveraging a comprehensive multi-fruit dataset for advancing agricultural foundation models. Comput. Electron. Agric. 231: 109908 (2025)- 2024
- [j27]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: 108811 (2024) - [j26]Zhaoyang Li, Minghao Han, Dat-Nguyen Vo, Xunyuan Yin:
Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes. Comput. Chem. Eng. 191: 108854 (2024) - [j25]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: 109032 (2024) - [j24]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: 616-621 (2024) - [j23]Zepeng Ning, Gang Feng, Xunyuan Yin:
Asynchronous Quantized Control of Piecewise-Affine Systems. IEEE Trans. Autom. Control. 69(1): 503-510 (2024) - [j22]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): 8-19 (2024) - [j21]Amin Vahidi-Moghaddam, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin, Ziyou Song, Yan Wang:
Extended Neighboring Extremal Optimal Control With State and Preview Perturbations. IEEE Trans Autom. Sci. Eng. 21(4): 5611-5622 (2024) - [j20]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): 13439-13449 (2024) - [j19]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): 4675-4684 (2024) - [c16]Minghao Han, Jingshi Yao, Adrian Wing-Keung Law, Xunyuan Yin:
Data-Driven Economic Predictive Control of Wastewater Treatment Process with Input-Output Koopman Operator. ACC 2024: 3025-3030 - [c15]W. Ruixin, Xunyuan Yin, Xiaodong Xu, Stevan Dubljevic:
Adaptive Boundary Observer Design for Euler-Bernoulli Beam Systems with Parameter Uncertainties. ACC 2024: 5307-5312 - [c14]Xiaojie Li, Xunyuan Yin:
Exploring the linkage between partition-based distributed extended Kalman filter and distributed full-information estimation. ICPS 2024: 1-6 - [i31]Jiajia Li, Dong Chen, Xunyuan Yin, Zhaojian Li:
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed Detection. CoRR abs/2403.03390 (2024) - [i30]Xuewen Zhang, Minghao Han, Xunyuan Yin:
Reduced-order Koopman modeling and predictive control of nonlinear processes. CoRR abs/2404.00553 (2024) - [i29]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 abs/2404.01468 (2024) - [i28]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 abs/2404.06706 (2024) - [i27]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 abs/2404.06738 (2024) - [i26]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 abs/2404.06746 (2024) - [i25]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 abs/2405.12478 (2024) - [i24]Xiaojie Li, Xunyuan Yin:
Approximating arrival costs in distributed moving horizon estimation: A recursive method. CoRR abs/2406.05966 (2024) - [i23]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 abs/2407.04711 (2024) - [i22]Amin Vahidi-Moghaddam, Kaixiang Zhang, Xunyuan Yin, Vaibhav Srivastava, Zhaojian Li:
Online Reduced-Order Data-Enabled Predictive Control. CoRR abs/2407.16066 (2024) - [i21]Zhaoyang Li, Minghao Han, Dat-Nguyen Vo, Xunyuan Yin:
Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes. CoRR abs/2408.02315 (2024) - [i20]Mingxue Yan, Minghao Han, Adrian Wing-Keung Law, Xunyuan Yin:
Self-tuning moving horizon estimation of nonlinear systems via physics-informed machine learning Koopman modeling. CoRR abs/2408.03653 (2024) - [i19]Xuewen Zhang, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin:
Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning. CoRR abs/2408.16338 (2024) - [i18]Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu:
Smart energy management: process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems. CoRR abs/2410.04743 (2024) - [i17]Jingshi Yao, Minghao Han, Xunyuan Yin:
Lyapunov-based reinforcement learning for distributed control with stability guarantee. CoRR abs/2412.10844 (2024) - 2023
- [j18]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: 108413 (2023) - [j17]Xuewen Zhang, Minghao Han, Xunyuan Yin:
Reduced-order Koopman modeling and predictive control of nonlinear processes. Comput. Chem. Eng. 179: 108440 (2023) - [j16]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): 2561-2572 (2023) - [j15]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): 1933-1946 (2023) - [j14]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): 4208-4222 (2023) - [c13]Siyu Liu, Xunyuan Yin, Jinfeng Liu:
Sensor placement for post-combustion CO2 capture plants. ACC 2023: 3454-3459 - [c12]Zepeng Ning, Yiming Cheng, Zhaojian Li, Xunyuan Yin:
Piecewise Quantization-Dependent Approach to Quantized Stabilization of Piecewise-Affine Systems*. ACC 2023: 3578-3583 - [c11]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: 7586-7591 - [c10]Xuewen Zhang, Minghao Han, Xunyuan Yin:
Data-Driven Linear Predictive Control of Nonlinear Processes Based on Reduced-Order Koopman Operator. SMC 2023: 3565-3570 - [i16]Siyu Liu, Xunyuan Yin, Jinfeng Liu:
Sensor network design for post-combustion CO2 capture plants: economy, complexity and robustness. CoRR abs/2303.08229 (2023) - [i15]Song Bo, Xunyuan Yin, Jinfeng Liu:
Control invariant set enhanced reinforcement learning for process control: improved sampling efficiency and guaranteed stability. CoRR abs/2304.05509 (2023) - [i14]Siyu Liu, Xunyuan Yin, Jinfeng Liu:
State estimation of a carbon capture process through POD model reduction and neural network approximation. CoRR abs/2304.05514 (2023) - [i13]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 abs/2305.05652 (2023) - [i12]Song Bo, Bernard T. Agyeman, Xunyuan Yin, Jinfeng Liu:
Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness. CoRR abs/2305.15602 (2023) - [i11]Amin Vahidi-Moghaddam, Kaixiang Zhang, Zhaojian Li, Xunyuan Yin, Ziyou Song, Yan Wang:
Extended Neighboring Extremal Optimal Control with State and Preview Perturbations. CoRR abs/2306.04830 (2023) - [i10]Dong Chen, Kaixiang Zhang, Yongqiang Wang, Xunyuan Yin, Zhaojian Li:
Communication-Efficient Decentralized Multi-Agent Reinforcement Learning for Cooperative Adaptive Cruise Control. CoRR abs/2308.02345 (2023) - [i9]Jiajia Li, Mingle Xu, Lirong Xiang, Dong Chen, Weichao Zhuang, Xunyuan Yin, Zhaojian Li:
Foundation Models in Smart Agriculture: Basics, Opportunities, and Challenges. CoRR abs/2308.06668 (2023) - 2022
- [j13]Xunyuan Yin, Biao Huang:
Event-Triggered Distributed Moving Horizon State Estimation of Linear Systems. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6439-6451 (2022) - [i8]Siyu Liu, Xunyuan Yin, Jinfeng Liu, Feng Ding:
Distributed simultaneous state and parameter estimation of nonlinear systems. CoRR abs/2201.03474 (2022) - [i7]Long Wu, Xunyuan Yin, Lei Pan, Jinfeng Liu:
Economic model predictive control of integrated energy systems: A multi-time-scale framework. CoRR abs/2205.10433 (2022) - [i6]Siyu Liu, Xunyuan Yin, Zhichao Pan, Jinfeng Liu:
A sensitivity-based approach to optimal sensor selection for process networks. CoRR abs/2208.00584 (2022) - [i5]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 abs/2209.00190 (2022) - 2021
- [j12]Xunyuan Yin, Jinfeng Liu:
Event-Triggered State Estimation of Linear Systems Using Moving Horizon Estimation. IEEE Trans. Control. Syst. Technol. 29(2): 901-909 (2021) - [j11]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): 1615-1625 (2021) - [c9]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: 4351-4356 - 2020
- [c8]Xiaodong Xu, Xunyuan Yin, Yuan Yuan, Stevan Dubljevic:
Robust state estimation for a class of hyperbolic systems with boundary sensor uncertain parameter. ACC 2020: 4503-4508 - [i4]Xunyuan Yin, Song Bo, Jinfeng Liu, Biao Huang:
A consensus-based approach for parameter and state estimation of agro-hydrological system. CoRR abs/2006.04931 (2020) - [i3]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 abs/2010.07037 (2020)
2010 – 2019
- 2019
- [j10]Xunyuan Yin, Jing Zeng, Jinfeng Liu:
Forming Distributed State Estimation Network From Decentralized Estimators. IEEE Trans. Control. Syst. Technol. 27(6): 2430-2443 (2019) - [c7]Langwen Zhang, Jinfeng Liu, Wei Xie, Xunyuan Yin:
Robust Model Predictive Control of the Cutterhead System in Tunnel Boring Machines. ISIE 2019: 2277-2282 - 2018
- [j9]Xunyuan Yin, Jinfeng Liu:
State estimation of wastewater treatment plants based on model approximation. Comput. Chem. Eng. 111: 79-91 (2018) - [j8]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): 864-874 (2018) - 2017
- [j7]Xunyuan Yin, Jinfeng Liu:
Distributed moving horizon state estimation of two-time-scale nonlinear systems. Autom. 79: 152-161 (2017) - [j6]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): 153-164 (2017) - [j5]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): 671-682 (2017) - [j4]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): 195-204 (2017) - [c6]Xunyuan Yin, Jing Zeng, Jinfeng Liu:
From decentralized to distributed state estimation. ACC 2017: 1904-1909 - [i2]Lixian Zhang, Xunyuan Yin, Junnan Shen, Haitao Yu:
Cloud-Aided State Estimation of A Full-Car Semi-Active Suspension System. CoRR abs/1701.03343 (2017) - [i1]Zhaojian Li, Tianshu Chu, Ilya V. Kolmanovsky, Xiang Yin, Xunyuan Yin:
Cloud Resource Allocation for Cloud-Based Automotive Applications. CoRR abs/1701.04537 (2017) - 2016
- [j3]Lixian Zhang, Yanzheng Zhu, Zepeng Ning, Xunyuan Yin:
Resilient Estimation for Networked Systems With Variable Communication Capability. IEEE Trans. Autom. Control. 61(12): 4150-4156 (2016) - [c5]Xunyuan Yin, Kevin Arulmaran, Jinfeng Liu:
Subsystem decomposition for distributed state estimation of nonlinear systems. ACC 2016: 5569-5574 - [c4]Lixian Zhang, Xunyuan Yin, Junnan Shen, Haitao Yu:
Cloud-aided moving horizon state estimation of a full-car semi-active suspension system. SMC 2016: 527-532 - 2015
- [j2]Xunyuan Yin, Xu Zhang, Lixian Zhang, Changhong Wang, Maryam Al-Yami, Tasawar Hayat:
H∞ model approximation for discrete-time Takagi-Sugeno fuzzy systems with Markovian jumping parameters. Neurocomputing 157: 306-314 (2015) - [j1]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: 436-446 (2015) - [c3]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: 6856-6861 - [c2]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: 7410-7415 - [c1]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: 2527-2532
Coauthor Index
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