| Vehicle velocity prediction and energy management strategy part 1: Deterministic and stochastic vehicle velocity prediction using machine learning K Liu, Z Asher, X Gong, M Huang, I Kolmanovsky SAE Technical Paper, 2019 | 116 | 2019 |
| Nonlinear model predictive control of a diesel engine air path: A comparison of constraint handling and computational strategies M Huang, H Nakada, K Butts, I Kolmanovsky IFAC-PapersOnLine 48 (23), 372-379, 2015 | 92 | 2015 |
| Rate-based model predictive controller for diesel engine air path: Design and experimental evaluation M Huang, K Zaseck, K Butts, I Kolmanovsky IEEE Transactions on Control Systems Technology 24 (6), 1922-1935, 2016 | 61 | 2016 |
| Vehicle velocity prediction and energy management strategy part 2: Integration of machine learning vehicle velocity prediction with optimal energy management to improve fuel … TD Gaikwad, ZD Asher, K Liu, M Huang, I Kolmanovsky SAE Technical Paper, 2019 | 56 | 2019 |
| A regularized and smoothed Fischer–Burmeister method for quadratic programming with applications to model predictive control D Liao-McPherson, M Huang, I Kolmanovsky IEEE Transactions on Automatic Control 64 (7), 2937-2944, 2018 | 56 | 2018 |
| Rate-based model predictive control method for internal combustion engine air path control M Huang, IV Kolmanovsky US Patent 9,581,080, 2017 | 56 | 2017 |
| Model predictive emissions control of a diesel engine airpath: Design and experimental evaluation D Liao‐McPherson, M Huang, S Kim, M Shimada, K Butts, I Kolmanovsky International Journal of Robust and Nonlinear Control 30 (17), 7446-7477, 2020 | 35 | 2020 |
| Towards combining nonlinear and predictive control of diesel engines M Huang, H Nakada, S Polavarapu, R Choroszucha, K Butts, ... 2013 American Control Conference, 2846-2853, 2013 | 35 | 2013 |
| Rate-based contractive model predictive control method for internal combustion engine air path control M Huang, IV Kolmanovsky US Patent 9,562,484, 2017 | 29 | 2017 |
| Rate-based model predictive control of diesel engines M Huang, H Nakada, S Polavarapu, K Butts, I Kolmanovsky IFAC Proceedings Volumes 46 (21), 177-182, 2013 | 28 | 2013 |
| Switch gain scheduled explicit model predictive control of diesel engines MX Huang, I Kolmanovsky US Patent 9,765,621, 2017 | 23 | 2017 |
| Robust rate-based model predictive control of diesel engine air path M Huang, H Nakada, K Butts, I Kolmanovsky 2014 American control conference, 1505-1510, 2014 | 23 | 2014 |
| Toward real-time automotive model predictive control: A perspective from a diesel air path control development M Huang, D Liao-McPherson, S Kim, K Butts, I Kolmanovsky 2018 Annual American control conference (ACC), 2425-2430, 2018 | 20 | 2018 |
| Design environment for nonlinear model predictive control K Walker, B Samadi, M Huang, J Gerhard, K Butts, I Kolmanovsky SAE Technical Paper, 2016 | 20 | 2016 |
| An iterative and hierarchical approach to co-optimizing the velocity profile and power-split of plug-in hybrid electric vehicles D Chen, Y Kim, M Huang, A Stefanopoulou 2020 American Control Conference (ACC), 3059-3064, 2020 | 19 | 2020 |
| Real-time long horizon model predictive control of a plug-in hybrid vehicle power-split utilizing trip preview M Huang, S Zhang, Y Shibaike SAE Technical Paper, 2019 | 17 | 2019 |
| Inexact Newton–Kantorovich methods for constrained nonlinear model predictive control AL Dontchev, M Huang, IV Kolmanovsky, MM Nicotra IEEE Transactions on Automatic Control 64 (9), 3602-3615, 2018 | 17 | 2018 |
| Sequential optimization of velocity and charge depletion in a plug-in hybrid electric vehicle D Chen, N Prakash, AG Stefanopoulou, M Huang, Y Kim, S Hotz 14th International Symposium on Advanced Vehicle Control, 2018 | 17 | 2018 |
| Low Complexity Model Predictive Control of a Diesel Engine Airpath. M Huang | 11 | 2016 |
| A perturbed chord (Newton-Kantorovich) method for constrained nonlinear model predictive control K Butts, A Dontchev, M Huang, I Kolmanovsky IFAC-PapersOnLine 49 (18), 253-258, 2016 | 11 | 2016 |
