Echo State Network Based Model Predictive Control for Active Vibration Control of Hybrid Electric Vehicle Powertrains
Reservoir computing refers to a computational framework based on recurrent neural networks that can process time-series data. In an echo state network (ESN), which is a type of reservoir computing framework, the reservoir consists of a recursive network of artificial neurons with nonlinear activatio...
Main Authors: | Hideki Ogawa, Yasutake Takahashi |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2021-07-01
|
Series: | Applied Sciences |
Subjects: | |
Online Access: | https://www.mdpi.com/2076-3417/11/14/6621 |
Similar Items
-
Hybrid electric vehicle powertrain and control system modeling, analysis and design optimization
by: Zhou, Yuliang Leon
Published: (2011) -
Optimal Design of a Novel Hybrid Electric Powertrain for Tracked Vehicles
by: Zhaobo Qin, et al.
Published: (2017-12-01) -
Model Predictive Control for Series-Parallel Plug-In Hybrid Electrical Vehicle
by: Engman, Jimmy
Published: (2011) -
Thirty Years of Electro-Hybrid Powertrain Simulation
by: Kari Tammi, et al.
Published: (2018-01-01) -
Optimal Control of Hybrid Electric Vehicles
by: Strömberg, Emma
Published: (2003)