Hayato Nakada

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 16

Top Topics

Machine Learning

Top Venues

IEEE Trans. Control. Syst. Technol.

Publications

Jiadi Zhang, Xiao Li, Ilya V. Kolmanovsky, Munechika Tsutsumi, Hayato Nakada
Model Predictive Control of Diesel Engine Emissions Based on Neural Network Modeling. CoRR (2023)
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 (2023)
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 (2022)
Jiadi Zhang, Mohammad Reza Amini, Ilya V. Kolmanovsky, Munechika Tsutsumi, Hayato Nakada
Benefits of Feedforward for Model Predictive Airpath Control of Diesel Engines. CoRR (2022)
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) (2022)
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)
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) (2021)
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 (2020)
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) (2020)
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 (2020)
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)
Gokul S. Sankar, Rohan C. Shekhar, Chris Manzie, Takeshi Sano, Hayato Nakada
Model Predictive Controller with Average Emissions Constraints for Diesel Airpath. CoRR (2018)
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 (2018)
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)
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)
Kazuhiro Shimizu, Hayato Nakada, Kenji Kashima
Experimental study on sparse modeling of a diesel engine air path system. CCTA (2017)
Mike Huang, Hayato Nakada, Kenneth R. Butts, Ilya V. Kolmanovsky
Robust rate-based Model Predictive Control of diesel engine air path. ACC (2014)
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)
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)
Hayato Nakada, Kiyotsugu Takaba, Tohru Katayama
Identification of piecewise affine systems based on statistical clustering technique. Autom. 41 (5) (2005)
Hayato Nakada, Kiyotsugu Takaba
Local stability analysis of piecewise affine systems. ECC (2003)