Coordinated control of gas supply system in PEMFC based on multi-agent deep reinforcement learning
Published 2021 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Coordinated control of gas supply system in PEMFC based on multi-agent deep reinforcement learning
Authors
Keywords
Distributed deep reinforcement learning, Ensemble imitation learning multi-trick deep deterministic policy gradient, PEMFC, Coordinated control
Journal
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
Volume 46, Issue 68, Pages 33899-33914
Publisher
Elsevier BV
Online
2021-09-03
DOI
10.1016/j.ijhydene.2021.07.009
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- A new adaptive controller based on distributed deep reinforcement learning for PEMFC air supply system
- (2021) Jiawen Li et al. Energy Reports
- Robust fault diagnosis and fault tolerant control for PEMFC system based on an augmented LPV observer
- (2020) Duo Yang et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- A new method for optimal parameters identification of a PEMFC using an improved version of Monarch Butterfly Optimization Algorithm
- (2020) Songjian Bao et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Optimal design of cathode flow channel for air-cooled PEMFC with open cathode
- (2020) Chen Zhao et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- A new control strategy for a higher order proton exchange membrane fuel cell system
- (2020) Shubhanshu Sharma et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- A New Adaptive Type-II Fuzzy-Based Deep Reinforcement Learning Control: Fuel Cell Air-Feed Sensors Control
- (2019) Meysam Gheisarnejad et al. IEEE SENSORS JOURNAL
- Intelligent IoT Connectivity: Deep Reinforcement Learning Approach
- (2019) Minhae Kwon et al. IEEE SENSORS JOURNAL
- Deep-Reinforcement-Learning-Based Autonomous Voltage Control for Power Grid Operations
- (2019) Jiajun Duan et al. IEEE TRANSACTIONS ON POWER SYSTEMS
- Data-driven oxygen excess ratio control for proton exchange membrane fuel cell
- (2018) Li Sun et al. APPLIED ENERGY
- Nonlinear controller design based on cascade adaptive sliding mode control for PEM fuel cell air supply systems
- (2018) Huiwen Deng et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Ensemble learning for optimal active power control of distributed energy resources and thermostatically controlled loads in an islanded microgrid
- (2018) Xiaoshun Zhang et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Performance Optimization for Open-cathode Fuel Cell Systems with Overheating Protection and Air Starvation Prevention
- (2017) K. Ou et al. Fuel Cells
- Control structure design and robust model predictive control for controlling a proton exchange membrane fuel cell
- (2017) Narissara Chatrattanawet et al. JOURNAL OF CLEANER PRODUCTION
- An adaptive fuzzy logic controller (AFLC) for PEMFC fuel cell
- (2015) Nedjem Eddine Benchouia et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- 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
- 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
- Real-Time Control for Air Excess Ratio of a PEM Fuel Cell System
- (2013) Ya-Xiong Wang et al. IEEE-ASME TRANSACTIONS ON MECHATRONICS
- Nonlinear MPC for the airflow in a PEM fuel cell using a Volterra series model
- (2011) J.K. Gruber et al. CONTROL ENGINEERING PRACTICE
- Multivariable robust PID control for a PEMFC system
- (2010) Fu-Cheng Wang et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- Improving dynamic performance of proton-exchange membrane fuel cell system using time delay control
- (2010) Young-Bae Kim JOURNAL OF POWER SOURCES
- Design and experimental validation of a constrained MPC for the air feed of a fuel cell
- (2009) J.K. Gruber et al. CONTROL ENGINEERING PRACTICE
- Dynamic neural network controller model of PEM fuel cell system
- (2009) Mustapha Hatti et al. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY
- 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
Add your recorded webinar
Do you already have a recorded webinar? Grow your audience and get more views by easily listing your recording on Peeref.
Upload NowBecome a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get Started