44 citations · 47 across the 3 of their papers we have counts for
4 papers
Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey
R. Bhushan Gopaluni, Aditya Tulsyan, Benoit Chachuat +6
Over the last ten years, we have seen a significant increase in industrial data, tremendous improvement in computational power, and major theoretical advances in machine learning.…
A comparative study of model approximation methods applied to economic MPC
Zhiyinan Huang, Qinyao Liu, Jinfeng Liu +1
Economic model predictive control (EMPC) has attracted significant attention in recent years and is recognized as a promising advanced process control method for the next generatio…
Behavioural Approach to Distributed Control of Interconnected Systems
Yitao Yan, Jie Bao, Biao Huang
This paper formulates a framework for the analysis and distributed control of interconnected systems from the behavioural perspective. The discussions are carried out from the view…
A consensus-based approach for parameter and state estimation of agro-hydrological system
Xunyuan Yin, Song Bo, Jinfeng Liu +1
The development of advanced closed-loop irrigation systems requires accurate soil moisture information. In this work, we address the problem of soil moisture estimation for the agr…