A new adaptive controller based on distributed deep reinforcement learning for PEMFC air supply system
出版年份 2021 全文链接
标题
A new adaptive controller based on distributed deep reinforcement learning for PEMFC air supply system
作者
关键词
Distributed deep reinforcement learning, Multi-role exploration strategy distributed deep deterministic policy gradient, Proton exchange membrane fuel cell, Air flow control, Adaptive PI control
出版物
Energy Reports
Volume 7, Issue -, Pages 1267-1279
出版商
Elsevier BV
发表日期
2021-02-26
DOI
10.1016/j.egyr.2021.02.043
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- An Unknown Input Nonlinear Observer Based Fractional Order PID Control of Fuel Cell Air Supply System
- (2020) Dongdong Zhao et al. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS
- Oxygen excess ratio control of PEM fuel cells using observer-based nonlinear triple-step controller
- (2019) Yan Ma et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Deep-Reinforcement-Learning-Based Autonomous Voltage Control for Power Grid Operations
- (2019) Jiajun Duan et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Rotor resistance and excitation inductance estimation of an induction motor using deep-Q-learning algorithm
- (2018) Xing Qi ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Data-driven oxygen excess ratio control for proton exchange membrane fuel cell
- (2018) Li Sun et al. APPLIED ENERGY
- Human-like autonomous car-following model with deep reinforcement learning
- (2018) Meixin Zhu et al. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
- Performance Optimization for Open-cathode Fuel Cell Systems with Overheating Protection and Air Starvation Prevention
- (2017) K. Ou et al. Fuel Cells
- Robust Model-Based Fault Diagnosis for PEM Fuel Cell Air-Feed System
- (2016) Jianxing Liu et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Optimal PID plus fuzzy controller design for a PEM fuel cell air feed system using the self-adaptive differential evolution algorithm
- (2015) Hamed Beirami et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Feedforward fuzzy-PID control for air flow regulation of PEM fuel cell system
- (2015) Kai Ou et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Human-level control through deep reinforcement learning
- (2015) Volodymyr Mnih et al. NATURE
- A Gain-Scheduled LPV Control for Oxygen Stoichiometry Regulation in PEM Fuel Cell Systems
- (2014) Fernando D. Bianchi et al. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
- A Simple Sliding Mode Controller of a Fifth-Order Nonlinear PEM Fuel Cell Model
- (2014) Gunhyung Park et al. IEEE TRANSACTIONS ON ENERGY CONVERSION
- Real-time implementation of a neural model-based self-tuning PID strategy for oxygen stoichiometry control in PEM fuel cell
- (2014) C. Damour et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Fuel cell starvation control using model predictive technique with Laguerre and exponential weight functions
- (2014) Muhammad Abdullah et al. Journal of Mechanical Science and Technology
- Efficiency improvement of a PEMFC power source by optimization of the air management
- (2012) R. Tirnovan et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Nonlinear MPC for the airflow in a PEM fuel cell using a Volterra series model
- (2011) J.K. Gruber et al. CONTROL ENGINEERING PRACTICE
- Control and real-time optimization of an automotive hybrid fuel cell power system
- (2009) A. Dalvi et al. CONTROL ENGINEERING PRACTICE
- Experimental Validation of a PEM Fuel-Cell Reduced-Order Model and a Moto-Compressor Higher Order Sliding-Mode Control
- (2009) Reine J Talj et al. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
- Dynamic neural network controller model of PEM fuel cell system
- (2009) Mustapha Hatti et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Adaptive control of the airflow of a PEM fuel cell system
- (2008) Junzhi Zhang et al. JOURNAL OF POWER SOURCES
- Model-based control of cathode pressure and oxygen excess ratio of a PEM fuel cell system
- (2007) Michael A. Danzer et al. JOURNAL OF POWER SOURCES
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search