44 citations · 46 across the 3 of their papers we have counts for
3 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.…
Idle speed control with low-complexity offset-free explicit model predictive control in presence of system delay
Sang Hwan Son, Se-Kyu Oh, Byung Jun Park +2
The requirement for continual improvement of idle speed control (ISC) performance is increasing due to the stringent regulation on emission and fuel economy these days. In this reg…
Model-plant mismatch learning offset-free model predictive control
Sang Hwan Son, Jong Woo Kim, Tae Hoon Oh +1
We propose model-plant mismatch learning offset-free model predictive control (MPC), which learns and applies the intrinsic model-plant mismatch, to effectively exploit the advanta…