Yao Shi - Publications, H-index & Citations

Yao Shi

National University of Singapore

4H指数

12论文数

45被引数

收录论文 9

发表时间

Data and physics requirements for reliable physics-informed neural networks in process modeling 过程建模中可靠物理信息神经网络的数据和物理要求

AIChE Journal

IF4

2026-09-03

PREAI

Guoquan Wu; Yuyang Jiang; Yao Shi; Zhe Wu

A computationally efficient data-driven control scheme for chemical processes with operational constraints 针对具有操作约束的化工过程的高效数据驱动控制方案

Chemical Engineering Science

IF4.3

2026-07-20

PREAI

Yao Shi; Zhe Wu

Lipschitz bounded deep Koopman for robust modeling and offset-free predictive control of disturbed Organic Rankine Cycle system 利普希茨有界深度Koopman方法用于受扰有机朗肯循环系统的鲁棒建模和无偏移预测控制

Engineering Applications of Artificial Intelligence

IF8

2026-06-11

PREAI

Zhanpeng Bao; Yao Shi; Yitian Wang; Xialai Wu; Entao Sun; Hongye Su; Lei Xie

Data-driven robust reference governor for constrained nonlinear systems 数据驱动的鲁棒参考管理者约束非线性系统

International Journal of Control

IF1.6

2025-10-01

PREAI

Shi, Yao; Maestre, Jose M.; Wu, Zhe; Xie, Lei; Su, Hongye

Data-driven parallel linear controllers for reference tracking in nonlinear systems 数据驱动的非线性系统参考跟踪并行线性控制器

ISA Transactions

IF6.5

2025-06-24

PREAI

Yao Shi; José M. Maestre; Lei Xie; Hongye Su

Detection and time-frequency analysis of multiple plant-wide oscillations using adaptive multivariate intrinsic chirp component decomposition 使用自适应多变量固有chirp分量分解的多个工厂范围振荡的检测和时频分析

CONTROL ENGINEERING PRACTICE

IF4.6

2023-12-01

PREAI

Chen, Qiming; Wen, Qingsong; Wu, Xialai; Lang, Xun; Shi, Yao; Xie, Lei; Su, Hongye

Data-driven identification and fast model predictive control of the ORC waste heat recovery system by using Koopman operator

CONTROL ENGINEERING PRACTICE

IF4.6

2023-12-01

PREAI

Shi, Yao; Hu, Xiaorong; Zhang, Zhiming; Chen, Qiming; Xie, Lei; Su, Hongye

Plant-wide Modeling, Design Consideration, and Practical Hierarchical Control Strategy Considering Key Variable Integral Characteristics for an Industrial Alkaline Water Electrolyzer Plant

INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

IF3.9

2023-08-29

PREAI

Shi, Yao; Hu, Xiaorong; Zhang, Zhiming; Lu, Shan; Xie, Lei; Su, Hongye

Two-layer structure strategy for large-scale systems integrating online adaptive constraints adjustment method and cooperative distributed DMC algorithm

CONTROL ENGINEERING PRACTICE

IF4.6

2021-11-01

PREAI

Shi, Yao; Zhang, Zhiming; Sun, Pei; Xie, Lei; Chen, Qiming; Su, Hongye; Chen, Xiaoqiang

研究方向