☆ 4.5 Article

Determining the Effects of Operating Conditions on Current Density of a PEMFC by Using Taguchi Method and ANOVA

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING (2023)

Related references

Note: Only part of the references are listed.

Article Chemistry, Physical

Effect of flight level to maximum power utilization for PEMFC/supercapacitor hybrid uav with switched reluctance motor thruster

Eyyup Oksuztepe et al.

Summary: In this study, the performance of a fixed-wing PEMFC/SC hybrid UAV with an SRM thruster was investigated at different flight levels. The negative impact of flight levels on the PEMFC was analyzed due to changing ambient conditions. A derived international standard atmosphere (ISA) model was used to predict PEMFC voltage-current-power ratings at 100 m intervals for altitudes up to 7500 m. The study confirmed the effectiveness of utilizing a maximum power point tracking (MPPT) model to prevent overshooting the maximum power level and the use of SC as an auxiliary power source.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2023)

Add to Collection

Review Energy & Fuels

A comprehensive and comparative review on parameter estimation methods for modelling proton exchange membrane fuel cell

Uliya Mitra et al.

Summary: This article provides an inclusive review of various techniques used for parameter estimation of PEMFC model, offering researchers new references for optimizing the coefficients and introducing novel approaches to solve the objective function.

FUEL (2023)

Add to Collection

Article Engineering, Mechanical

Numerical modeling and optimization of pressure drop and heat transfer rate in a polymer fuel cell parallel cooling channel

Seyed Amir Hosseini Baboli et al.

Summary: In this study, the thermal performance of a conventional polymer fuel cell parallel cooling channel was investigated numerically and optimized using computational fluid dynamics and the Taguchi method. The results showed that increasing fluid velocity, ethylene glycol concentration, and aluminum oxide nanoparticle concentration improved heat transfer and pressure drop performance. Reynolds number and nanoparticle percentage were identified as the most influential parameters for heat transfer rate and pressure drop.

JOURNAL OF THE BRAZILIAN SOCIETY OF MECHANICAL SCIENCES AND ENGINEERING (2023)

Add to Collection

Article Thermodynamics

Comparative analysis on parametric estimation of a PEM fuel cell using metaheuristics algorithms

Tabbi Wilberforce et al.

Summary: One of the primary challenges in fuel cell modeling is determining specific boundary conditions, which are often not fully provided by the manufacturer. This study proposed using five different algorithms to determine seven unknown parameters that affect the mathematical modeling of the cell. The artificial ecosystem-based algorithm showed the best results compared to other algorithms, indicating its effectiveness in improving accuracy and predicting performance.

ENERGY (2023)

Add to Collection

Article Thermodynamics

Multi-factor impact mechanism on the performance of high temperature proton exchange membrane fuel cell

Zhijie Chen et al.

Summary: In this study, Taguchi experimental design, grey relational analysis, and analysis of variance were combined to investigate the impact of various factors on the performance of high-temperature proton exchange membranes fuel cell (HT-PEMFC). The results showed that the membrane thickness had the most significant contribution to the power density, while the anode stoichiometry ratio had the most significant contribution to the system efficiency and exergy efficiency of HT-PEMFC. This study provides important reference and valuable guidance for designing HT-PEMFC.

ENERGY (2023)

Add to Collection

Article Energy & Fuels

Experimental investigation on performance evaluation of PEM electrolysis cell by using a Taguchi method

Safiye Nur Ozdemir et al.

Summary: By optimizing the operating and design conditions, the performance of proton exchange membrane (PEM) electrolysis cells can be significantly improved for high-purity and sustainable hydrogen production. Experimental results showed that the best cell performance was achieved at a temperature of 80°C, a cell voltage of 2.4 V, and a water flow rate of 16.5 mL/min, leading to maximum current, hydrogen flow rate, and energy efficiency.

FUEL (2023)

Add to Collection

Article Chemistry, Physical

Sensitivity analysis of current distribution to critical operating parameters for polymer electrolyte membrane fuel cells?

Xue Liu et al.

Summary: Suitable operating parameters can improve the uniformity of current distribution and extend the lifetime of fuel cells. This paper develops a multi-domain physical model of a proton exchange membrane fuel cell and proposes a physical quantity index that reflects the uniformity of current distribution. The effects of five critical parameters on the uniformity of current distribution and their specific sensitivity values to the proposed index are investigated.

JOURNAL OF POWER SOURCES (2023)

Add to Collection

Article Engineering, Multidisciplinary

Study on proton exchange membrane fuel cells performance design: A case study of a small surface boat

Chun-Cheng Lin et al.

Summary: The study focuses on the optimal design of a small surface boat using Proton Exchange Membrane Fuel Cells (PEMFC) as the power source. The study applied Taguchi's method to determine the best factor-level combination for the control parameters. The results showed that the selected factor-level combination improved the performance significantly and had a higher SNR compared to the original design.

ALEXANDRIA ENGINEERING JOURNAL (2022)

Add to Collection

Article Multidisciplinary Sciences

An Adequate Statistical Model Predicting the Optimal Combination of Functioning Parameters for a Proton Exchange Membrane Fuel Cell (PEMFC) with Dead-Ended Anode

Yassine Amadane et al.

Summary: In this study, an appropriate model was used to optimize the working parameter combination of a dead-end anode fuel cell, by managing the impurity transfer from the cathode to the anode to eliminate voltage drop and improve performance.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING (2022)

Add to Collection

Article Chemistry, Analytical

Analysis of the cathode side of a PEMFC varying design parameters to optimize current distribution and power density

T. Falaguerra et al.

Summary: The study developed a 3D multiphysics model of a PEMFC half-cell focused on the cathode side, and proposed statistical analysis tools to evaluate current density distribution. The optimal design parameters combination was selected to improve power generation performance.

JOURNAL OF ELECTROANALYTICAL CHEMISTRY (2021)

Add to Collection

Review Green & Sustainable Science & Technology

Fuel cell-battery hybrid systems for mobility and off-grid applications: A review

Shuai Ma et al.

Summary: The global demand for fossil fuels in the transportation sector is increasing rapidly due to the continuous growth of internal combustion engine vehicles, leading to severe environmental problems. Therefore, increasing the use of renewable energy sources in the transportation sector is necessary. Battery and fuel cells are promising alternatives due to high efficiency and low emissions, but are limited by capacity and dynamic response issues.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2021)

Add to Collection

Article Thermodynamics

Modeling and dynamic performance research on proton exchange membrane fuel cell system with hydrogen cycle and dead-ended anode

Qinguo Zhang et al.

Summary: By establishing a system simulation model considering nitrogen crossover and water migration, and conducting related simulation research, the response speed and output power of proton exchange membrane fuel cell system can be effectively improved. Increasing pump speed is beneficial for hydrogen recovery and increasing the humidity of the anode inlet, avoiding membrane drying, and the higher the operating temperature, the lower the output voltage.

ENERGY (2021)

Add to Collection

Article Chemistry, Physical

Geometry optimization and pressure analysis of a proton exchange membrane fuel cell stack

Wei-Hsin Chen et al.

Summary: This study investigates the optimal design of inlet/outlet flow channel in PEMFC stack to achieve highest pressure uniformity by adjusting geometric dimensions. Tube diameter is found to be the most impactful factor, with an optimal design of tube-to-IZ length ratio of 9, IZ width of 14 mm, and tube diameter of 9 mm. Neural network (NN) and multiple adaptive regression splines (MARS) are proven to accurately predict pressure uniformity values under the optimal design.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2021)

Add to Collection

Article Electrochemistry

Influence of Catalyst Layer and Gas Diffusion Layer Porosity in Proton Exchange Membrane Fuel Cell Performance

B. Prince Abraham et al.

Summary: The efficiency of fuel cells is influenced by the porosity of gas diffusion layers (GDL) and catalyst layers, optimizing porosity can improve cell performance. The porosity of GDL has a greater impact on the current density of PEMFC.

ELECTROCHIMICA ACTA (2021)

Add to Collection

Article Automation & Control Systems

Optimal Parameter Estimation of Proton Exchange Membrane Fuel Cells

A. M. Abdullah et al.

Summary: In this study, the moth flame optimization algorithm (MFOA) was used to estimate the best parameters of the PEMFC model, showing superior efficiency compared to the sine cosine algorithm (SCA) and particle swarm optimization (PSO).

INTELLIGENT AUTOMATION AND SOFT COMPUTING (2021)

Add to Collection

Review Energy & Fuels

Importance and applications of DOE/optimization methods in PEM fuel cells: A review

Gamze Karanfil

INTERNATIONAL JOURNAL OF ENERGY RESEARCH (2020)

Add to Collection

Article Chemistry, Physical

Investigation of PEMFC performance for cruising hybrid powered fixed-wing electric UAV in different temperatures

Zehra Ural Bayrak et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2020)

Add to Collection

Article Energy & Fuels

A novel experimental based statistical study for water management in proton exchange membrane fuel cells

M. Hasheminasab et al.

APPLIED ENERGY (2020)

Add to Collection

Article Chemistry, Physical

Performance prediction and power density maximization of a proton exchange membrane fuel cell based on deep belief network

Hong-Wei Li et al.

JOURNAL OF POWER SOURCES (2020)

Add to Collection

Article Multidisciplinary Sciences

Taguchi Approach in Combination with CFD Simulation as a Technique for the Optimization of the Operating Conditions of PEM Fuel Cells

Yassine Amadane et al.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING (2020)

Add to Collection

Article Chemistry, Physical

Optimization of operating parameters of a polymer exchange membrane electrolyzer

Somayeh Toghyani et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2019)

Add to Collection

Article Energy & Fuels

Optimization of configurations and cathode operating parameters on liquid-cooled proton exchange membrane fuel cell stacks by orthogonal method

Chen Lin et al.

APPLIED ENERGY (2019)

Add to Collection

Article Thermodynamics

Design analysis of an implant and antenna system by using Taguchi method

Nevin Celik et al.

HEAT AND MASS TRANSFER (2018)

Add to Collection

Review Green & Sustainable Science & Technology

A comprehensive review on parameter estimation techniques for Proton Exchange Membrane fuel cell modelling

K. Priya et al.

RENEWABLE & SUSTAINABLE ENERGY REVIEWS (2018)

Add to Collection

Article Chemistry, Physical

Direct hydrogen fuel cell electric vehicle cost analysis: System and high-volume manufacturing description, validation, and outlook

Simon T. Thompson et al.

JOURNAL OF POWER SOURCES (2018)

Add to Collection

Article Thermodynamics

Optimum parameter design for performance of methanol steam reformer combining Taguchi method with artificial neural network and genetic algorithm

Kwan Ouyang et al.

ENERGY (2017)

Add to Collection

Article Thermodynamics

Targeting optimized and robust operating conditions in a hydrogen-fed Proton Exchange Membrane Fuel Cell

Valter Silva et al.

ENERGY CONVERSION AND MANAGEMENT (2017)

Add to Collection

Article Energy & Fuels

Optimization of an open-cathode polymer electrolyte fuel cells stack utilizing Taguchi method

Agus P. Sasmito et al.

APPLIED ENERGY (2017)

Add to Collection

Article Automation & Control Systems

Maximum Power Point Tracking With Fractional Order High Pass Filter for Proton Exchange Membrane Fuel Cell

Jianxin Liu et al.

IEEE-CAA JOURNAL OF AUTOMATICA SINICA (2017)

Add to Collection

Article Energy & Fuels

Determination of operating parameters for PEM fuel cell using support vector machines approach

Xiongbin Peng et al.

JOURNAL OF ENERGY STORAGE (2017)

Add to Collection

Proceedings Paper Engineering, Electrical & Electronic

Optimization of Operating and Design Parameters on Proton Exchange Membrane Fuel Cell by using Taguchi method

P. Karthikeyan et al.

INTERNATIONAL CONFERENCE ON DESIGN AND MANUFACTURING (ICONDM2013) (2013)

Add to Collection

Article Chemistry, Multidisciplinary

Optimization of operating parameters for liquid-cooled PEM fuel cell stacks using Taguchi method

Nita Solehati et al.

JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY (2012)

Add to Collection

Article Chemistry, Physical

Experimental analysis of dynamic characteristics on the PEM fuel cell stack by using Taguchi approach with neural networks

Wei-Lung Yu et al.

INTERNATIONAL JOURNAL OF HYDROGEN ENERGY (2010)

Add to Collection

Article Energy & Fuels

Sensitivity analysis of the modeling parameters used in simulation of proton exchange membrane fuel cells

JM Corrêa et al.

IEEE TRANSACTIONS ON ENERGY CONVERSION (2005)

Add to Collection

Article Chemistry, Physical

Development and application of a generalised steady-state electrochemical model for a PEM fuel cell

RF Mann et al.

JOURNAL OF POWER SOURCES (2000)

Add to Collection

© Peeref 2019-2024. All rights reserved.