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Coordinated control of gas supply system in PEMFC based on multi-agent deep reinforcement learning

International journal of hydrogen energy, 2021
In proton exchange membrane fuel cells (PEMFCs), the hydrogen supply system and air supply system jointly impact the output characteristics, and there is a coordination problem between these two systems. To solve this coordination problem, an intelligent
Jia-Wen Li, Tao Yu, Bo Yang
semanticscholar   +1 more source

Parameter estimation and control of a fuel cell air supply system based on an improved extended state observer

Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 2023
Tracking control of the oxygen excess ratio (OER) and keeping the cathode air pressure relatively stable are essential for the operation of polymer electrolyte membrane fuel cell (PEMFC).
Jia-Yong Wu, Jin Zhao, Zhao Liu, He Yang
semanticscholar   +1 more source

SIMULATION OF THE GAS MIXING PROCESS OF THE FUEL SUPPLY SYSTEM

Modeling of systems and processes, 2020
The article discusses the methods of modeling gas mixing, leading to more intense gas mixing, for the most complete combustion of the resulting turbulent jet, which is used in combustion processes. The necessity of the proposed model is proved: by summing the concentrations of the components in the zones of fuel and oxidizer; stoichiometric flow of ...
openaire   +1 more source

Conceptual Model of Analysing Risk in a Fuel Gas Supply System (FGSS) on LNG Fuelled-gas Vessel

Proceedings of the 3rd Asia Pacific Conference on Research in Industrial and Systems Engineering 2020, 2020
This study aims to propose a risk analysis framework using the FMEA method and system dynamics approach. FMEA is used as a first stage to identify critical equipment/ system based on the highest RPN, then uses the value of the O (Occurrence) as an input to simulate the extent of the effectiveness of the costs incurred and to see the possibility of a ...
Pandhu A. Lakshana   +2 more
openaire   +2 more sources

Coordinated Planning of Electricity and Hydrogen Networks with Hydrogen Supply Chain for Fuel Cell Electric Vehicles

IEEE Transactions on Sustainable Energy, 2023
Hydrogen production has become an emerging technology and offered a pathway to sustainable energy utilization in transportation systems. In this paper, we propose a coordinated planning of the electricity network and hydrogen refueling and production ...
Yue-Chuan Tao   +3 more
semanticscholar   +1 more source

Fault Diagnosis and Prognosis for Fuel Supply System in Gas Turbine Engines

Volume 1: 20th Biennial Conference on Mechanical Vibration and Noise, Parts A, B, and C, 2005
A fault diagnosis and prognosis method is developed for the fuel supply system in gas turbine engines. The engine startup profiles of the core speed (N2) and the exhaust gas temperature (EGT) collected with high speed sampling rate are extracted and processed into a more compact data set.
Kyusung Kim, Onder Uluyol, Charles Ball
openaire   +1 more source

Effect of hot fuel gas on a combinational opposing jet and platelet transpiration thermal protection system

, 2020
A hot fuel gas from a gas generator is introduced as a coolant medium to the combinational opposing jet and platelet transpiration thermal protection system (TPS) to save the occupied space and weight of a coolant supply system. 3D Navier–Stokes equation
Bin-Xian Shen, Wei-Qiang Liu
semanticscholar   +1 more source

Experimental studies of the locomotive gas-diesel engine with electronic fuel supply control system

Proceedings of Higher Educational Institutions. Маchine Building, 2023
Fuel efficiency and exhaust gases toxicity are the main indicators of the locomotive diesel operation. To increase them, the paper proposes to convert the locomotive diesel to working on natural gas. Expediency of such conversion to operate on the natural gas according to the gas-diesel cycle, where natural gas being the main gaseous fuel is ignited ...
V.V. Furman, V.A. Markov, S.V. Plakhov
openaire   +1 more source

Fault diagnosis and prognosis for fuel supply systems in gas turbine engines

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, 2008
This paper introduces a feature-extraction method to characterize gas turbine engine dynamics. The extracted features are used to develop a fault diagnosis and prognosis method for the fuel supply system in gas turbine engines. The engine start-up profiles of the core speed (N2) and the exhaust gas temperature collected with high-speed sampling rate ...
openaire   +1 more source

Numerical investigation into hydrogen supply stability and I-V performance of PEM fuel cell system with passive Venturi ejector

, 2020
In traditional PEM fuel cells (PEMFCs), the unreacted hydrogen gas at the anode outlet is recovered using a mechanical pump or centrifuge and returned to the inlet side for reuse.
Jenn-Kun Kuo   +3 more
semanticscholar   +1 more source

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