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Xunyuan Yin

nanyang technological university

26H-index
147Paper Count
1.9KCitation Count
Published Papers 74
Publication Date
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Data-driven robust moving horizon estimation for nonlinear systems using deep Koopman operators
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2026-08-22
err0
PREAI
errMinghao Han; Xunyuan Yin
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A novel design using vapor compression and blended amine for techno-economic improvement in shipboard CO2 capture processes
errJournal of Cleaner Production
IF10
err2026-07-01
err1
PREAI
errVo, Dat-Nguyen; Guo, Ziqing; Lam, Jasmine Siu Lee; Yin, Xunyuan
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Learning-based data-enabled economic predictive control with convex optimization for nonlinear systems
errControl Engineering Practice
IF4.6
err2026-04-29
err0
PREAI
errMingxue Yan; Xuewen Zhang; Kaixiang Zhang; Zhaojian Li; Xunyuan Yin
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Machine learning-based hybrid dynamic modeling and economic predictive control of carbon capture process for ship decarbonization
errChemical Engineering Science
IF4.3
err2026-03-20
err0
PREAI
errXuewen Zhang; Kuniadi Wandy Huang; Dat-Nguyen Vo; Minghao Han; Benjamin Decardi-Nelson; Xunyuan Yin
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Augmented adaptive learning-based prediction and mixed-integer nonlinear optimization for catalyst discovery in CO2-to-methanol process
errApplied Energy
IF11
err2026-03-02
err0
errOAAI
errDat-Nguyen Vo; Xunyuan Yin
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Economic zone data-enabled predictive control for connected open water systems
errWater Research
IF12.4
err2025-12-16
err0
PREAI
errXiaoqiao Chen; Xuewen Zhang; Minghao Han; Adrian Wing-Keung Law; Xunyuan Yin
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Analysis and Control of Semi-Markov Jump Linear Systems Under Persistent Disturbances via Full Utilization of Fragmentary Kernel
errIEEE Transactions on Cybernetics
IF10.5
err2025-12-03
err0
PREAI
errZepeng Ning; Wei Xing Zheng; Xunyuan Yin
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Forecasting and surrogate models-based MINLP for long-term integrated design and planning of power-to-methanol
errApplied Energy
IF11
err2025-06-23
err0
errOAAI
errDat-Nguyen Vo; Xuewen Zhang; Xunyuan Yin
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Deep Neural Koopman Operator-Based Economic Model Predictive Control of Shipboard Carbon Capture System
errIEEE Transactions on Control Systems Technology
IF3.9
err2025-05-22
err0
PREAI
errMinghao Han; Xunyuan Yin
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errSave
Performance Triggered Adaptive Model Reduction for Soil Moisture Estimation in Precision Irrigation
errINTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING
IF3.8
err2025-04-24
err0
errOAAI
errSarupa Debnath; Bernard Twum Agyeman; Soumya Ranjan Sahoo; Xunyuan Yin; Jinfeng Liu
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Lyapunov-based distributed reinforcement learning control with stability guarantee
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2025-04-01
err0
PREAI
errYao, Jingshi; Han, Minghao; Yin, Xunyuan
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Efficient data-driven predictive control of nonlinear systems: A review and perspectives
errDIGITAL CHEMICAL ENGINEERING
IF4.1
err2025-03-01
err1
errOAAI
errLi, Xiaojie; Yan, Mingxue; Zhang, Xuewen; Han, Minghao; Law, Adrian Wing-Keung; Yin, Xunyuan
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Stability Analysis and Stabilization of Semi-Markov Jump Linear Systems With Improved Efficiency of Probabilistic Information Utilization
errIEEE TRANSACTIONS ON AUTOMATIC CONTROL
IF7
err2025-03-01
err0
PREAI
errNing, Zepeng; Colaneri, Patrizio; Yin, Xunyuan
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Advanced integration strategies and machine learning-based superstructure optimization for Power-to-Methanol
errAPPLIED ENERGY
IF11
err2025-01-01
err0
PREAI
errVo, Dat-Nguyen; Qi, Meng; Lee, Chang-Ha; Yin, Xunyuan
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Deep DeePC: Data-enabled predictive control with low or no online optimization using deep learning
errAICHE JOURNAL
IF4
err2024-12-11
err1
errOAAI
errZhang, Xuewen; Zhang, Kaixiang; Li, Zhaojian; Yin, Xunyuan
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Machine learning-based input-augmented Koopman modeling and predictive control of nonlinear processes
errCOMPUTERS & CHEMICAL ENGINEERING
IF3.9
err2024-12-01
err6
PREAI
errLi, Zhaoyang; Han, Minghao; Vo, Dat-Nguyen; Yin, Xunyuan
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Self-tuning moving horizon estimation of nonlinear systems via physics-informed machine learning Koopman modeling
errAICHE JOURNAL
IF4
err2024-11-22
err1
errOAAI
errYan, Mingxue; Han, Minghao; Law, Adrian Wing-Keung; Yin, Xunyuan
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errSave
Advanced Designs and Optimization for Efficiently Enhancing Shipboard CO2 Capture
errINDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
IF3.9
err2024-11-20
err0
PREAI
errVo, Dat-Nguyen; Zhang, Xuewen; Huang, Kuniadi Wandy; Yin, Xunyuan
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errSave
Reinforced convolutional neural network fault diagnosis of industrial production systems
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2024-11-01
err2
PREAI
errChen, Youqiang; Yin, Xunyuan; Zhang, Ridong; Gao, Furong
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Extended Neighboring Extremal Optimal Control With State and Preview Perturbations
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2024-10-01
err0
errOAAI
errVahidi-Moghaddam, Amin; Zhang, Kaixiang; Li, Zhaojian; Yin, Xunyuan; Song, Ziyou; Wang, Yan
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Research Directions

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Co-authors
Cooperation Journals
T
Tasawar Hayat
H-index: 148 · Papers: 2.7K
T
Tingwen Huang
H-index: 108 · Papers: 1.4K
FENG, Gang cover
FENG, Gang (Gang Feng)
H-index: 101 · Papers: 1.2K
Wei Xing Zheng cover
Wei Xing Zheng (Wei Xing Zheng)
H-index: 97 · Papers: 1.2K
C
Chau Yuen
H-index: 94 · Papers: 1.6K
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