Validated Modelling of Electrochemical Energy Storage Devices

This thesis aims at formulating and validating models for electrochemical energy storage devices. More specifically, the devices under consideration are lithium ion batteries and polymer electrolyte fuel cells. A model is formulated to describe an experimental cell setup consisting of a LixNi0.8Co0....

Full description

Bibliographic Details
Main Author: Mellgren, Niklas
Format: Others
Language:English
Published: KTH, Mekanik 2009
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-11052
http://nbn-resolving.de/urn:isbn:978-91-7415-423-8
id ndltd-UPSALLA1-oai-DiVA.org-kth-11052
record_format oai_dc
spelling ndltd-UPSALLA1-oai-DiVA.org-kth-110522013-01-08T13:10:30ZValidated Modelling of Electrochemical Energy Storage DevicesengMellgren, NiklasKTH, MekanikStockholm : KTH2009lithium ion batterypolymer electrolyte fuel cellmodellingmodel validationparameter fittingFluid mechanicsStrömningsmekanikThis thesis aims at formulating and validating models for electrochemical energy storage devices. More specifically, the devices under consideration are lithium ion batteries and polymer electrolyte fuel cells. A model is formulated to describe an experimental cell setup consisting of a LixNi0.8Co0.15Al0.05O2 composite porous electrode with three porous separators and a reference electrode between a current collector and a pure Li planar electrode. The purpose of the study being the identification of possible degradation mechanisms in the cell, the model contains contact resistances between the electronic conductor and the intercalation particles of the porous electrode and between the current collector and the porous electrode. On the basis of this model formulation, an analytical solution is derived for the impedances between each pair of electrodes in the cell. The impedance formulation is used to analyse experimental data obtained for fresh and aged LixNi0.8Co0.15Al0.05O2 composite porous electrodes. Ageing scenarios are formulated based on experimental observations and related published electrochemical and material characterisation studies. A hybrid genetic optimisation technique is used to simultaneously fit the model to the impedance spectra of the fresh, and subsequently also to the aged, electrode at three states of charge. The parameter fitting results in good representations of the experimental impedance spectra by the fitted ones, with the fitted parameter values comparing well to literature values and supporting the assumed ageing scenario. Furthermore, a steady state model for a polymer electrolyte fuel cell is studied under idealised conditions. The cell is assumed to be fed with reactant gases at sufficiently high stoichiometric rates to ensure uniform conditions everywhere in the flow fields such that only the physical phenomena in the porous backings, the porous electrodes and the polymer electrolyte membrane need to be considered. Emphasis is put on how spatially resolved porous electrodes and nonequilibrium water transport across the interface between the gas phase and the ionic conductor affect the model results for the performance of the cell. The future use of the model in higher dimensions and necessary steps towards its validation are briefly discussed. Licentiate thesis, comprehensive summaryinfo:eu-repo/semantics/masterThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-11052urn:isbn:978-91-7415-423-8Trita-MEK, 0348-467X ; 2009:12application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic lithium ion battery
polymer electrolyte fuel cell
modelling
model validation
parameter fitting
Fluid mechanics
Strömningsmekanik
spellingShingle lithium ion battery
polymer electrolyte fuel cell
modelling
model validation
parameter fitting
Fluid mechanics
Strömningsmekanik
Mellgren, Niklas
Validated Modelling of Electrochemical Energy Storage Devices
description This thesis aims at formulating and validating models for electrochemical energy storage devices. More specifically, the devices under consideration are lithium ion batteries and polymer electrolyte fuel cells. A model is formulated to describe an experimental cell setup consisting of a LixNi0.8Co0.15Al0.05O2 composite porous electrode with three porous separators and a reference electrode between a current collector and a pure Li planar electrode. The purpose of the study being the identification of possible degradation mechanisms in the cell, the model contains contact resistances between the electronic conductor and the intercalation particles of the porous electrode and between the current collector and the porous electrode. On the basis of this model formulation, an analytical solution is derived for the impedances between each pair of electrodes in the cell. The impedance formulation is used to analyse experimental data obtained for fresh and aged LixNi0.8Co0.15Al0.05O2 composite porous electrodes. Ageing scenarios are formulated based on experimental observations and related published electrochemical and material characterisation studies. A hybrid genetic optimisation technique is used to simultaneously fit the model to the impedance spectra of the fresh, and subsequently also to the aged, electrode at three states of charge. The parameter fitting results in good representations of the experimental impedance spectra by the fitted ones, with the fitted parameter values comparing well to literature values and supporting the assumed ageing scenario. Furthermore, a steady state model for a polymer electrolyte fuel cell is studied under idealised conditions. The cell is assumed to be fed with reactant gases at sufficiently high stoichiometric rates to ensure uniform conditions everywhere in the flow fields such that only the physical phenomena in the porous backings, the porous electrodes and the polymer electrolyte membrane need to be considered. Emphasis is put on how spatially resolved porous electrodes and nonequilibrium water transport across the interface between the gas phase and the ionic conductor affect the model results for the performance of the cell. The future use of the model in higher dimensions and necessary steps towards its validation are briefly discussed.
author Mellgren, Niklas
author_facet Mellgren, Niklas
author_sort Mellgren, Niklas
title Validated Modelling of Electrochemical Energy Storage Devices
title_short Validated Modelling of Electrochemical Energy Storage Devices
title_full Validated Modelling of Electrochemical Energy Storage Devices
title_fullStr Validated Modelling of Electrochemical Energy Storage Devices
title_full_unstemmed Validated Modelling of Electrochemical Energy Storage Devices
title_sort validated modelling of electrochemical energy storage devices
publisher KTH, Mekanik
publishDate 2009
url http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-11052
http://nbn-resolving.de/urn:isbn:978-91-7415-423-8
work_keys_str_mv AT mellgrenniklas validatedmodellingofelectrochemicalenergystoragedevices
_version_ 1716510620852944896