Extraction of Quantitative Data from Lithium Polymer Battery Micrographs Marin Lagacé*, Pierre Hovington*, Chantal Baril**, Elisabeth Dupuis*, Pierre Noel* *Hydro-Québec Research Center, 1800 boul. Lionel-Boulet, Varennes, Québec, Canada, J3X 1S1 **LTEE Research Center, 600 avenue de la Montagne, Shawinigan, Québec, Canada, G9N 7N5 The lithium polymer battery (LPB) is an energy storage technology that gives one of the highest energy/weight ratio making it one of the best candidates for use in both electric and hybrid cars. The main problems reside in the morphological evolution of the cells with use and the high requirement in the components quality. The total thickness of a unit cell being less than 100μm, the main physical characterisation tool used is the SEM. Micrographs are a great help in understanding the underlying phenomena influencing cell life but simple micrographs can only give a qualitative evaluation of cell morphology. To get quantitative results, we must turn to image analysis [1]. One of the parameters influencing cell life is the morphological evolution of the electrolyte. On an uncycled cell, the electrolyte is of uniform thickness (see Figure 1). Upon cycling, the morphology of the electrolyte changes making it more and more irregular [2] (see Figure 2). An image analysis procedure was designed to isolate the electrolyte component and measure its width in numerous places using an evaluation grid. The procedure being automated, numerous micrographs can be analysed giving good statistical results. The electrolyte width histogram can then be drawn giving not only the average width but also an evaluation of the overall roughness of the electrolyte upon cycling (see Figure 3). Quantitative and objective comparison of electrolyte morphology can then be done between different cells and cycling protocols (see Figure 4). Another morphological parameter that arise in some LPB using very thin lithium is the creation of pinholes in the lithium during cycling (see figure 5). Using simple micrographs, we can only get a qualitative evaluation of the pinhole density. Using image analysis, we can measure and plot the distribution of the distance between pinholes. Comparison between cells tested using different cycling parameters shows the same overall pattern (see Figure 6). This seems to indicates that the pinhole distribution is mainly influenced by the lithium sheet microstructure. This result could not have been obtained without the use of image analysis. In conclusion, image analysis can extract extremely useful quantitative data from micrographs. It can be used to characterise morphological parameters giving insight into working mechanism or giving valuable quality control information. The speed and computing power of modern computers enables the user to automate the analysis procedures allowing for the easy and fast analysis of numerous images giving good statistical results. References [1] John C. Russ, Computer-Assisted Microscopy: The Measurement and Analysis of Images, Plenum Press, New York, 1990. [2] Yamaki J-I et al , Journal of Power Sources, 74 (1998), pp. 219-227 [3] The image analysis software used was designed and written by the author. Microsc. Microanal. 8 (Suppl. 2), 2002 DOI 10.1017.S143192760210496X 1306CD Microscopy Society of America 2002 https://doi.org/10.1017/S143192760210496X Downloaded from https://www.cambridge.org/core. IP address: 34.228.24.229, on 27 Jun 2020 at 06:22:39, subject to the Cambridge Core terms of use, available at https://www.cambridge.org/core/terms.
Width (μm) Mean Standard Deviation Cell 1 Cell 2 Cell 3 Width (μm) FIG. 1. Uncycled cell. FIG. 2. Cycled cell. FIG. 3. Histogram of electrolyte width. FIG. 4. Comparison of three different cells. Cell 1 Cell 2 Cell 3 Cell 4 Width (μm) Distance between pinholes FIG. 5. Presence of pinholes in the lithium sheets. FIG. 6. Distribution of distances between pinholes. 1 2 3 4 5 6 Lithium PinHole 1307CD https://doi.org/10.1017/S143192760210496X Downloaded from https://www.cambridge.org/core. IP address: 34.228.24.229, on 27 Jun 2020 at 06:22:39, subject to the Cambridge Core terms of use, available at https://www.cambridge.org/core/terms.
Microsc. Microanal. 8 (Suppl. 2), 2002
DOI 10.1017.S143192760210496X
1306CD
Microscopy Society of America 2002
Extraction of Quantitative Data from Lithium Polymer Battery Micrographs
Marin Lagacé*, Pierre Hovington*, Chantal Baril**, Elisabeth Dupuis*, Pierre Noel*
*Hydro-Québec Research Center, 1800 boul. Lionel-Boulet, Varennes, Québec, Canada, J3X 1S1
**LTEE Research Center, 600 avenue de la Montagne, Shawinigan, Québec, Canada, G9N 7N5
The lithium polymer battery (LPB) is an energy storage technology that gives one of the highest
energy/weight ratio making it one of the best candidates for use in both electric and hybrid cars. The
main problems reside in the morphological evolution of the cells with use and the high requirement
in the components quality. The total thickness of a unit cell being less than 100µm, the main physical
characterisation tool used is the SEM. Micrographs are a great help in understanding the underlying
phenomena influencing cell life but simple micrographs can only give a qualitative evaluation of cell
morphology. To get quantitative results, we must turn to image analysis [1].
One of the parameters influencing cell life is the morphological evolution of the electrolyte. On an
uncycled cell, the electrolyte is of uniform thickness (see Figure 1). Upon cycling, the morphology of
the electrolyte changes making it more and more irregular [2] (see Figure 2). An image analysis
procedure was designed to isolate the electrolyte component and measure its width in numerous
places using an evaluation grid. The procedure being automated, numerous micrographs can be
analysed giving good statistical results. The electrolyte width histogram can then be drawn giving not
only the average width but also an evaluation of the overall roughness of the electrolyte upon cycling
(see Figure 3). Quantitative and objective comparison of electrolyte morphology can then be done
between different cells and cycling protocols (see Figure 4).
Another morphological parameter that arise in some LPB using very thin lithium is the creation of
pinholes in the lithium during cycling (see figure 5). Using simple micrographs, we can only get a
qualitative evaluation of the pinhole density. Using image analysis, we can measure and plot the
distribution of the distance between pinholes. Comparison between cells tested using different
cycling parameters shows the same overall pattern (see Figure 6). This seems to indicates that the
pinhole distribution is mainly influenced by the lithium sheet microstructure. This result could not
have been obtained without the use of image analysis.
In conclusion, image analysis can extract extremely useful quantitative data from micrographs. It can
be used to characterise morphological parameters giving insight into working mechanism or giving
valuable quality control information. The speed and computing power of modern computers enables
the user to automate the analysis procedures allowing for the easy and fast analysis of numerous
images giving good statistical results.
References
[1] John C. Russ, Computer-Assisted Microscopy: The Measurement and Analysis of Images,
Plenum Press, New York, 1990.
[2] Yamaki J-I et al , Journal of Power Sources, 74 (1998), pp. 219-227
[3] The image analysis software used was designed and written by the author.
Downloaded from https://www.cambridge.org/core. IP address: 34.228.24.229, on 27 Jun 2020 at 06:22:39, subject to the Cambridge Core terms of use, available at https://www.cambridge.org/core/terms.
https://doi.org/10.1017/S143192760210496X
1307CD
1
2
3
Standard Deviation
4
Mean
Cell 3
Cell 2
Cell 1
Width (µm)
Width (µm)
FIG. 1. Uncycled cell.
FIG. 2. Cycled cell.
FIG. 3. Histogram of electrolyte width.
FIG. 4. Comparison of three different cells.
5
6
PinHole
Distance between pinholes
Cell 4
Cell 3
Lithium
Cell 2
Cell 1
Width (µm)
FIG. 5. Presence of pinholes in the lithium sheets.
FIG. 6. Distribution of distances between pinholes.
Downloaded from https://www.cambridge.org/core. IP address: 34.228.24.229, on 27 Jun 2020 at 06:22:39, subject to the Cambridge Core terms of use, available at https://www.cambridge.org/core/terms.
https://doi.org/10.1017/S143192760210496X
Les découvertes archéologiques effectuées au cours des dernières décennies dans différentes régions du monde celtique (Allemagne, France de l’est et du sud, Catalogne) permettent de restituer une petite série de types iconographiques pour la représentation des grands personnages, qui apparaissent au début de l’époque laténienne, au Ve siècle avant J.-C., et se maintiennent jusqu’à l’époque de la conquête romaine. Les représentations de personnages en pied, issues d’une tradition remontant à la sculpture étrusque tardo-orientalisante, se retrouvent jusqu’à l’époque hellénistique. Les personnages assis en tailleur sont spécifiquement celtiques en Europe occidentale et évoquent des pratiques politiques complexes apparues au VIe siècle avant J.-C. Les cavaliers victorieux sont attestés dès le début de l’époque laténienne et se retrouvent dans les premières figurations étrusques des armées celtiques au IVe siècle avant J.-C. On observe donc une grande continuité dans la représentation des grands personnages celtiques pendant tout le second âge du Fer.
This article examines the cyclical relationship between financial development, energy consumption and economic growth in Indian Economy. The study employs panel GMM VAR method and panel data corresponding to 28 Indian states (excluding the Union Territories) from the 1990Q1 to 2022Q4.
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a Department of Pathology, Bacteriology and Avian Diseases, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium. b Department of Basic Medical Sciences, Faculty of Medicine and Health Science, Ghent University, Ghent, Belgium. c Department of Biochemistry and Microbiology, Faculty of Sciences, Ghent University, Ghent, Belgium. d Department of Virology, Parasitology and Immunology, Faculty of Veterinary Medicine, Ghent University, Merelbeke, Belgium.
markdownabstract__Abstract__ Dit paper over Nederlandse maatschappelijke organisaties beperkt zich tot de gesubsidieerde particuliere organisaties binnen de internationale samenwerking voor ontwikkeling (OS). De rol van het ministerie van Buitenlandse Zaken (Buza) is van grote invloed geweest op de professionalisering en de beleidskeuzes van de particuliere OS-sector. Nu subsidiering steeds meer onder vuur ligt, zoeken ontwikkelingsorganisaties hun heil op de charimarkt dan wel op de zakelijke markt. Dit lijkt ons de weg van de minste weerstand; het leidt bovendien af van de kern en de meerwaarde van hun mandaat. Ontwikkelingsorganisaties doen er beter aan anticyclisch te denken en hun oorspronkelijke politieke opdracht te hervinden: weerwerk bieden, misstanden aan de kaak stellen en oplossingen zoeken in de verbinding tussen mondiale problemen en de Nederlandse samenleving. Dat kun je niet aan de markt overlaten. Wij zijn dan ook van mening dat de overheid dit ruimhartig moet subsi...
To reduce bycatch of marine mammals in Queensland commercial gillnet fisheries, acoustic alarms to warn mammals of the nets to which they are attached, were trialed. Alarms with fundamental frequencies of 2.9 and 10 kHz in 300 msec tone bursts at 130-140 dB re 1 μPa at 1 m ...
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