Siyu Liu - Publications, H-index & Citations

Siyu Liu

zhejiang normal university

9H指数

31论文数

336被引数

收录论文 16

发表时间

Data Filtering-Based Maximum Likelihood Gradient Iterative Identification for Hammerstein Systems With Asymmetric Preload Nonlinearity 基于数据滤波的最大似然梯度迭代辨识方法用于具有非对称预载非线性特性的Hammerstein系统

International Journal of Robust and Nonlinear Control

IF3.2

2026-09-11

PREAI

Lijuan Liu; Siyu Liu; Song Lu; Wei Liu; Huafeng Xia; Hao Fang

Highly efficient moving data window iterative identification for multiple-input multiple-output systems with colored noise 高效率移动数据窗口迭代辨识方法用于多输入多输出系统中的有色噪声

Journal of the Franklin Institute

IF4.2

2026-05-01

PREAI

Haoming Xing; Ling Xu; Xiao Zhang; Siyu Liu; Feng Ding

A Hybrid Prognostic Method Based on CEEMDAN–KPCA and BiLSTM–Transformer for Bearing Remaining Useful Life Prediction 一种基于CEEMDAN–KPCA和BiLSTM–Transformer的轴承剩余使用寿命预测混合 prognostic 方法

IEEE Transactions on Instrumentation and Measurement

IF5.9

2026-03-20

PREAI

Guoxu Wang; Siyu Liu; Weidong Jiao; Zhilin Dong; Wanxiu Xu; Jianfeng Sun; Xiaohao Chen; Yonghua Jiang

Adaptive Time-Leaping Gradient Aligned Based Unsupervised Domain Adaptation for Bearing Fault Diagnosis Under Imbalanced Samples 基于自适应时间跳跃梯度对齐的无监督域自适应方法，用于不平衡样本下的轴承故障诊断

IEEE Transactions on Reliability

IF5.7

2026-03-02

PREAI

Daxuan Lin; Weidong Jiao; Zhilin Dong; Jianfeng Sun; Xiaohao Chen; Wanxiu Xu; Siyu Liu; Yonghua Jiang

An intelligent over-sampling framework with physics-driven guidance for noise robust imbalanced rolling bearing fault diagnosis 一种基于物理驱动指导的智能过采样框架，用于抗噪不平衡滚动轴承故障诊断

Applied Soft Computing

IF6.6

2026-02-06

PREAI

Weidong Jiao; Daxuan Lin; Zhilin Dong; Jianfeng Sun; Wanxiu Xu; Xiaohao Chen; Siyu Liu; Yonghua Jiang

Disturbance-Observer-Based Tube Model Predictive Control for Constrained Systems

OPTIMAL CONTROL APPLICATIONS & METHODS

IF1.5

2026-02-01

PREAI

Jiang, Yonghua; Xu, Jiali; Liu, Siyu; Pan, Zhichao; Jiang, Hongkui; Tang, Chao; Jiao, Weidong

Operator Dynamics Approach to Short-Arc Orbital Prediction Based on the Wigner Distribution 基于Wigner分布的短弧轨道预测算子动力学方法

Aerospace

IF2.2

2025-12-30

PREAI

Chen, Zhiyuan; Dong, Qin; Zheng, Jinghui; Shi, Juan; Mao, Yindun; Liu, Siyu; Liu, Jingxi

Efficient state estimation for post-combustion CO2 capture plants using PODAE-based reduced-order modeling 基于PODAE的降阶建模在提高燃烧后CO2捕集工厂状态估计效率方面的应用

Chemical Engineering Science

IF4.3

2025-10-31

PREAI

Siyu Liu; Zhichao Pan; Jing Chen; Jinfeng Liu

Hierarchical extended parameter identification methods and convergence for finite impulse response moving average models based on the hierarchical identification principle 基于分层辨识原理的有限冲激响应滑动平均模型的分层扩展参数辨识方法及其收敛性

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART I-JOURNAL OF SYSTEMS AND CONTROL ENGINEERING

IF1.5

2025-10-01

PREAI

Ding, Feng; Xu, Ling; Zhang, Xiao; Xu, Huan; Zhou, Yihong; Liu, Siyu; Liu, Peng; Wang, Xianfang

Multi-Innovation Recursive Methods for a Class of Nonlinear Time Series Models Based on the Penalty Term 基于惩罚项的一类非线性时间序列模型的多元创新递归方法

International Journal of Adaptive Control and Signal Processing

IF3.8

2025-08-19

PREAI

Jingyao Niu; Xiao Zhang; Feng Ding; Siyu Liu

Zonotopic set-membership state estimation for nonlinear systems based on the deep Koopman operator

NEUROCOMPUTING

IF6.5

2025-02-01

PREAI

Pan, Zhichao; Liu, Siyu; Huang, Biao; Liu, Fei

Joint iterative state and parameter estimation for bilinear systems with autoregressive noises via the data filtering

ISA TRANSACTIONS

IF6.5

2024-04-01

PREAI

Liu, Siyu; Wang, Yanjiao; Ding, Feng; Alsaedi, Ahmed; Hayat, Tasawar

A sensitivity-based approach to optimal sensor selection for complex processes

CHEMICAL ENGINEERING SCIENCE

IF4.3

2023-08-01

PREAI

Liu, Siyu; Yin, Xunyuan; Pan, Zhichao; Liu, Jinfeng

Distributed simultaneous state and parameter estimation of nonlinear systems

CHEMICAL ENGINEERING RESEARCH & DESIGN

IF3.9

2022-05-01

OAAI

Liu, Siyu; Yin, Xunyuan; Liu, Jianbang; Liu, Jinfeng; Ding, Feng

Three-stage least squares-based iterative estimation algorithms for bilinear state-space systems based on the bilinear state estimator 基于双线性状态估计器的双线性状态空间系统三阶段最小二乘迭代估计算法

INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING

IF3.8

2020-09-03

PREAI

Liu, Siyu; Zhang, Yanliang; Ding, Feng; Alsaedi, Ahmed; Hayat, Tasawar

Moving data window gradient-based iterative algorithm of combined parameter and state estimation for bilinear systems

INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL

IF3.2

2020-02-05

PREAI

Liu, Siyu; Ding, Feng; Hayat, Tasawar

研究方向