Dominic Liao‐McPherson

Cabin and Battery Thermal Management of Connected and Automated HEVs for Improved Energy Efficiency Using Hierarchical Model Predictive Control

Mohammad Reza Amini, Hao Wang, Xun Gong et al. · IEEE Transactions on Control Systems Technology · 2019 · 175 citations

Engineering, Automotive Engineering, Mechanical Engineering +17

Time-distributed optimization for real-time model predictive control: Stability, robustness, and constraint satisfaction

Dominic Liao‐McPherson, Marco M. Nicotra, Ilya Kolmanovsky · Automatica · 2020 · 83 citations · Full text

Engineering, Industrial Engineering, Distributed Systems +15

A Regularized and Smoothed Fischer–Burmeister Method for Quadratic Programming With Applications to Model Predictive Control

Dominic Liao‐McPherson, Mike Huang, Ilya Kolmanovsky · IEEE Transactions on Automatic Control · 2018 · 52 citations · Full text

Natural Sciences, Computer Science, Algorithms +12

Emissions Modeling of a Light-Duty Diesel Engine for Model-Based Control Design Using Multi-Layer Perceptron Neural Networks

Huayi Li, Kenneth Butts, Kevin Zaseck et al. · SAE technical papers on CD-ROM/SAE technical paper series · 2017 · 41 citations

Engineering, Automotive Engineering, Mechanical Engineering +14

FBstab: A Stabilized Semismooth Quadratic Programming Algorithm with Applications in Model Predictive Control

Dominic Liao‐McPherson, Ilya Kolmanovsky · arXiv (Cornell University) · 2019 · 34 citations · Full text

Natural Sciences, Computer Science, Algorithms +8