Fuel Cell Impedance Model Parameters Optimization using a Genetic Algorithm

Yahia, Mohamed Selmene Ben; Allagui, Hatem; Bouaicha, Arafet; Mami, Abdelkader

doi:10.11591/ijece.v7i1.pp184-193

Cited by 4 publications

(3 citation statements)

References 12 publications

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“…4, and on Nernst equation as given in [18], [19], the PEMFC's generated voltage expression can be formulated as in (5).…”

Section: B Pem Fuel Cellmentioning

confidence: 99%

Energy Management Strategy of a PV/Fuel Cell/Supercapacitor Hybrid Source Feeding an off-Grid Pumping Station

Chaouali¹,

Othmani²,

Yahia³

et al. 2017

ijacsa

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Abstract-This work aims to develop an accurate energy management strategy for a hybrid renewable energy system feeding a pumping station. A developed model under Simulink environment is used to compare the performance of the pumping system when it is only fed by a photovoltaic generator, by a hybrid photovoltaic and fuel cell system and finally by a hybrid photovoltaic, fuel cell and a supercapacitor system. The developed control strategy is based on Fuzzy Logic control technique. Several simulations in different dramatic scenarios of working conditions show that the developed control strategy brought major enhancements in system performance and that the use of the supercapacitor makes economic profits by reducing the fuel cell production during critical solar irradiation periods.

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“…4, and on Nernst equation as given in [18], [19], the PEMFC's generated voltage expression can be formulated as in (5).…”

Section: B Pem Fuel Cellmentioning

confidence: 99%

Energy Management Strategy of a PV/Fuel Cell/Supercapacitor Hybrid Source Feeding an off-Grid Pumping Station

Chaouali¹,

Othmani²,

Yahia³

et al. 2017

ijacsa

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“…In order to solve these problems, the following additional systems have to be included in the design: battery management system, maximum power point tracking system (MPPT), and weather forecasting system in order to predict solar irradiance based on weather condition parameters [10][11][12][13][14][15][16][17]. Other solutions include using storage devices and including additional sources as part of the overall hybrid sytem [18]. Some designs were proposed for hybrid water pumping systems.…”

Section: Introductionmentioning

confidence: 99%

Hybrid solar/wind/diesel water pumping system in Dubai, United Arab Emirates

Obaid

Hamid

Ghenaï

2021

IJECE

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This paper proposes a hybrid power system design for water pumping system in Dubai (Latitude 25.25 °N and Longitude 55 °E), United Arab Emirates using solar photovoltaic (PV) panels, wind turbines, and diesel generator. The proposed design considers the changes in weather conditions (humidity percentage, temperature in celsius, and wind speed in m/s) that directly affect solar irradiance values which alter the performance of the hybrid system. The proposed design deals with the problem of rare rainy days in Dubai between December and March and the high temperature throughout the year since that makes providing water to rural and isolated zones essential. The proposed system uses voltage regulator to maintain stable DC voltage from the solar power system, battery bank to store the voltage from solar PV panels, three-phase rectifier to convert the AC voltage from wind power system to DC, three-phase step-down transformers to reduce the AC voltage of the wind turbine and diesel generator, and DC electric motor for water pumping output. The system used neural network for solar irradiance forecasting over an interval of 10 years (from 2009 to 2019). The proposed system will be demonstrated using Simulink to show the stability and performance under different weather conditions.

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“…It is the most effective, stable and clean (appropriate) solution for the continuous production.The proton-exchange membrane fuel cell is the most known and developed for various applications [8]. The functioning of the fuel cell requires a supply by running.…”

Section: Introductionmentioning

confidence: 99%

Fuzzy Logic Energy Management Strategy of a Hybrid Renewable Energy System Feeding a Typical Tunisian House

Zenned¹,

Chaouali²,

Mami³

2017

ijacsa

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Abstract-This paper proposes an energy management strategy for hybrid power system HPS which is composed of a photovoltaic generator, wind turbine, fuel cell generator and NaS battery storage device, feeding a type house. This strategy is based on Fuzzy Logic Control technique. The hybrid power system is sized to provide the energy demand of the inhabitants of the house and if there is an extra power generation, it would be sold to the grid. Using Simulink, we develop the different scenarios in order to use the fuel cell or battery during critical periods. The methodology developed was applied under the climatic conditions (wind speed, solar irradiation and temperature) measured at a site located in the northeast of Tunisia.

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Fuel Cell Impedance Model Parameters Optimization using a Genetic Algorithm

Cited by 4 publications

References 12 publications

Energy Management Strategy of a PV/Fuel Cell/Supercapacitor Hybrid Source Feeding an off-Grid Pumping Station

Energy Management Strategy of a PV/Fuel Cell/Supercapacitor Hybrid Source Feeding an off-Grid Pumping Station

Hybrid solar/wind/diesel water pumping system in Dubai, United Arab Emirates

Fuzzy Logic Energy Management Strategy of a Hybrid Renewable Energy System Feeding a Typical Tunisian House

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