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ORCIDHayato Nakada
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2020 – today
- 2024
[c10]Jiadi Zhang
, Xiao Li, Ilya V. Kolmanovsky, Munechika Tsutsumi, Hayato Nakada:
Model Predictive Control of Diesel Engine Emissions Based on Neural Network Modeling. ACC 2024: 4268-4274- 2023
- [i8]Jiadi Zhang, Xiao Li, Mohammad Reza Amini, Ilya V. Kolmanovsky, Munechika Tsutsumi, Hayato Nakada:
Modeling and Control of Diesel Engine Emissions using Multi-layer Neural Networks and Economic Model Predictive Control. CoRR abs/2311.03552 (2023) - [i7]Jiadi Zhang, Xiao Li, Ilya V. Kolmanovsky, Munechika Tsutsumi, Hayato Nakada:
Model Predictive Control of Diesel Engine Emissions Based on Neural Network Modeling. CoRR abs/2311.03555 (2023) - 2022
- [j4]Alejandro I. Maass, Chris Manzie, Iman Shames, Hayato Nakada:
Zeroth-Order Optimization on Subsets of Symmetric Matrices With Application to MPC Tuning. IEEE Trans. Control. Syst. Technol. 30(4): 1654-1667 (2022) - [c9]Jiadi Zhang, Mohammad Reza Amini, Ilya V. Kolmanovsky, Munechika Tsutsumi, Hayato Nakada:
Development of a Model Predictive Airpath Controller for a Diesel Engine on a High-Fidelity Engine Model with Transient Thermal Dynamics. ACC 2022: 3058-3063 - [i6]Jiadi Zhang, Mohammad Reza Amini, Ilya V. Kolmanovsky, Munechika Tsutsumi, Hayato Nakada:
Development of a Model Predictive Airpath Controller for a Diesel Engine on a High-Fidelity Engine Model with Transient Thermal Dynamics. CoRR abs/2202.12803 (2022) - [i5]Jiadi Zhang, Mohammad Reza Amini, Ilya V. Kolmanovsky, Munechika Tsutsumi, Hayato Nakada:
Benefits of Feedforward for Model Predictive Airpath Control of Diesel Engines. CoRR abs/2205.05630 (2022) - 2021
- [j3]Alex S. Ira, Chris Manzie, Iman Shames, Robert Chin, Dragan Nesic, Hayato Nakada, Takeshi Sano:
Tuning of multivariable model predictive controllers through expert bandit feedback. Int. J. Control 94(10): 2650-2658 (2021) - 2020
- [j2]Gokul S. Sankar, Rohan C. Shekhar, Chris Manzie, Takeshi Sano, Hayato Nakada:
Fast Calibration of a Robust Model Predictive Controller for Diesel Engine Airpath. IEEE Trans. Control. Syst. Technol. 28(4): 1505-1519 (2020) - [i4]Alex S. Ira, Chris Manzie, Iman Shames, Robert Chin, Dragan Nesic, Hayato Nakada, Takeshi Sano:
Tuning of multivariable model predictive controllersthrough expert bandit feedback. CoRR abs/2002.03484 (2020) - [i3]Robert Chin, Alejandro I. Maass, Nalika Ulapane, Chris Manzie, Iman Shames, Dragan Nesic, Jonathan E. Rowe, Hayato Nakada:
Active Learning for Linear Parameter-Varying System Identification. CoRR abs/2005.00711 (2020)
2010 – 2019
- 2018
- [c8]Alex S. Ira, Iman Shames, Chris Manzie, Robert Chin, Dragan Nesic, Hayato Nakada, Takeshi Sano:
A Machine Learning Approach for Tuning Model Predictive Controllers. ICARCV 2018: 2003-2008 - [i2]Gokul S. Sankar, Rohan C. Shekhar, Chris Manzie, Takeshi Sano, Hayato Nakada:
Fast Calibration of a Robust Model Predictive Controller for Diesel Engine Airpath. CoRR abs/1804.06161 (2018) - [i1]Gokul S. Sankar, Rohan C. Shekhar, Chris Manzie, Takeshi Sano, Hayato Nakada:
Model Predictive Controller with Average Emissions Constraints for Diesel Airpath. CoRR abs/1809.07626 (2018) - 2017
- [c7]Kazuhiro Shimizu, Hayato Nakada, Kenji Kashima:
Experimental study on sparse modeling of a diesel engine air path system. CCTA 2017: 1426-1431 - [c6]Rohan C. Shekhar, Gokul S. Sankar, Chris Manzie, Hayato Nakada:
Efficient calibration of real-time model-based controllers for diesel engines - Part I: Approach and drive cycle results. CDC 2017: 843-848 - [c5]Gokul S. Sankar, Rohan C. Shekhar, Chris Manzie, Hayato Nakada:
Efficient calibration of real-time model-based controllers for diesel engines - Part II: Incorporating practical robustness guarantees. CDC 2017: 849-854 - 2014
- [c4]Mike Huang, Hayato Nakada, Kenneth R. Butts, Ilya V. Kolmanovsky:
Robust rate-based Model Predictive Control of diesel engine air path. ACC 2014: 1505-1510 - [c3]Hayato Nakada, Peter Martin, Gareth Milton, Akiyuki Iemura, Akira Ohata:
An application study of online reference governor to boost pressure control for automotive diesel engines. ACC 2014: 3135-3140 - 2013
- [c2]Mike Huang, Hayato Nakada, Srinivas Polavarapu, Richard Choroszucha, Kenneth R. Butts, Ilya V. Kolmanovsky:
Towards combining nonlinear and predictive control of diesel engines. ACC 2013: 2846-2853
2000 – 2009
- 2005
- [j1]Hayato Nakada, Kiyotsugu Takaba, Tohru Katayama:
Identification of piecewise affine systems based on statistical clustering technique. Autom. 41(5): 905-913 (2005) - 2003
- [c1]Hayato Nakada, Kiyotsugu Takaba:
Local stability analysis of piecewise affine systems. ECC 2003: 83-86
Coauthor Index
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