Jinfeng Liu

Jinfeng Liu

University of Alberta

H-index: 38

North America-Canada

About Jinfeng Liu

Jinfeng Liu, With an exceptional h-index of 38 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Alberta, specializes in the field of Irrigation Engineering, Systems Engineering, Sustainability Engineering.

His recent articles reflect a diverse array of research interests and contributions to the field:

Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation

State estimation for one‐dimensional agro‐hydrological processes with model mismatch

Learning-based multi-agent MPC for irrigation scheduling

Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness

Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise

Sensor Selection and State Estimation of Continuous mAb Production Processes

Decomposition and distributed predictive control of integrated energy systems

Economic model predictive control based on lattice trajectory piecewise linear model for wastewater treatment plants

Jinfeng Liu Information

University

Position

Professor Department of Chemical & Materials Engineering

Citations(all)

6361

Citations(since 2020)

3259

Cited By

4281

hIndex(all)

38

hIndex(since 2020)

29

i10Index(all)

87

i10Index(since 2020)

64

Email

University Profile Page

University of Alberta

Google Scholar

View Google Scholar Profile

Jinfeng Liu Skills & Research Interests

Irrigation Engineering

Systems Engineering

Sustainability Engineering

Top articles of Jinfeng Liu

Title

Journal

Author(s)

Publication Date

Performance triggered adaptive model reduction for soil moisture estimation in precision irrigation

arXiv preprint arXiv:2404.01468

Sarupa Debnath

Bernard T Agyeman

Soumya R Sahoo

Xunyuan Yin

Jinfeng Liu

2024/4/1

State estimation for one‐dimensional agro‐hydrological processes with model mismatch

The Canadian Journal of Chemical Engineering

Zhuangyu Liu

Jinfeng Liu

Shunyi Zhao

Xiaoli Luan

Fei Liu

2024/3

Learning-based multi-agent MPC for irrigation scheduling

Control Engineering Practice

Bernard T Agyeman

Mohamed Nouri

Willemijn M Appels

Jinfeng Liu

Sirish L Shah

2024/6/1

Control invariant set enhanced safe reinforcement learning: improved sampling efficiency, guaranteed stability and robustness

Computers & Chemical Engineering

Song Bo

Bernard T Agyeman

Xunyuan Yin

Jinfeng Liu

2023/11/1

Sensitivity-based dynamic performance assessment for model predictive control with Gaussian noise

ISA transactions

Jianbang Liu

Song Bo

Benjamin Decardi-Nelson

Jinfeng Liu

Jingtao Hu

...

2023/8/1

Sensor Selection and State Estimation of Continuous mAb Production Processes

Mathematics

Sandra A Obiri

Bernard T Agyeman

Sarupa Debnath

Siyu Liu

Jinfeng Liu

2023/9/9

Decomposition and distributed predictive control of integrated energy systems

Long Wu

Jinfeng Liu

2023/5/31

Economic model predictive control based on lattice trajectory piecewise linear model for wastewater treatment plants

Journal of Process Control

Yating Huang

Jun Xu

Jinfeng Liu

Yunjiang Lou

2023/4/1

Generalized robust MPC with zone-tracking

Chemical Engineering Research and Design

Zhiyinan Huang

Jinfeng Liu

Biao Huang

2023/7/1

Multi-Agent Robust Control Synthesis from Global Temporal Logic Tasks

arXiv preprint arXiv:2309.11477

Tiange Yang

Yuanyuan Zou

Jinfeng Liu

Tianyu Jia

Shaoyuan Li

2023/9/20

7 TOWARD SMART ENERGY GENERATION USING ECONOMIC MODEL PREDICTIVE CONTROL

Energy Systems and Processes

Benjamin Decardi-Nelson

Jinfeng Liu

2023

Computing control invariant sets of cascade nonlinear systems: Decomposition and distributed computing

Computers & Chemical Engineering

Benjamin Decardi-Nelson

Jinfeng Liu

2023/3/1

Maximizing soil moisture estimation accuracy through simultaneous hydraulic parameter estimation using microwave remote sensing: Methodology and application

arXiv preprint arXiv:2305.15549

Bernard T Agyeman

Erfan Orouskhani

Mohamed Naouri

Willemijn Appels

Maik Wolleben

...

2023/5/24

Integrating machine learning paradigms and mixed-integer model predictive control for irrigation scheduling

arXiv preprint arXiv:2306.08715

Bernard T Agyeman

Mohamed Naouri

Willemijn Appels

Jinfeng Liu

Sirish L Shah

2023/6/14

An Error-Triggered Adaptive Model Reduction and Soil Moisture Estimation for Agro-Hydrological System

Sarupa Debnath

Soumya Ranjan Sahoo

Bernard Twum Agyeman

Xunyuan Yin

Jinfeng Liu

2023/12/13

Effluent Quality-Aware Event-Triggered Model Predictive Control for Wastewater Treatment Plants

Mathematics

Guanting Li

Jing Zeng

Jinfeng Liu

2023/9/14

Special issue on Modeling, control and monitoring of process systems in the era of big data

Jie Bao

Helen Durand

Sujit S Jogwar

Jinfeng Liu

Brent R Young

...

2023/3/1

Impact of sensor placement in soil water estimation: A real-case study

Irrigation Science

Erfan Orouskhani

Soumya Sahoo

Bernard Agyeman

Song Bo

Jinfeng Liu

2023/5

An LSTM‐based mixed‐integer model predictive control for irrigation scheduling

The Canadian Journal of Chemical Engineering

Bernard T Agyeman

Soumya R Sahoo

Jinfeng Liu

Sirish L Shah

2023/6

Distributed economic predictive control of integrated energy systems for enhanced synergy and grid response: A decomposition and cooperation strategy

Applied Energy

Long Wu

Lei Pan

Jinfeng Liu

2023/11/1

See List of Professors in Jinfeng Liu University(University of Alberta)

Co-Authors

H-index: 85
Panagiotis D. Christofides

Panagiotis D. Christofides

University of California, Los Angeles

H-index: 80
Biao Huang

Biao Huang

University of Alberta

H-index: 78
Sirish L Shah

Sirish L Shah

University of Alberta

H-index: 52
Riccardo Scattolini

Riccardo Scattolini

Politecnico di Milano

H-index: 41
David Muñoz de la Peña

David Muñoz de la Peña

Universidad de Sevilla

H-index: 40
Prashant Mhaskar

Prashant Mhaskar

McMaster University

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