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=== Particle Size Distribution ===
 
=== Particle Size Distribution ===
  
Determine particle size distribution is a classic problem in soft condensed matter with several subtleties that might not be understood by all chocolate makers. The particle size distribution has a major effect on whether chocolate tastes like the traditionally smoother European chocolates or somewhat rougher American chocolates. The optimal particle size for dark chocolate is < 35 micron. The particle size distribution is most effectively found using laser diffraction. The dark chocolate is melted in vegetable oil and then placed under ultrasonic dispersion to break apart any aggregates. One commercial system available for making these measurements is the MasterSizer(R) Particle Size Analyzer for Chocolate, made by Malvern Instrume Ltd. [http://www.malvern.co.uk/LabEng/products/Mastersizer/micro/mastersizer_micro_cpsa.htm]. Some typical results from a particle size distribution measurement are shown below:
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Determine particle size distribution is a classic problem in soft condensed matter with several subtleties that might not be understood by all chocolate makers. The particle size distribution has a major effect on whether chocolate tastes like the traditionally smoother European chocolates or somewhat rougher American chocolates. The optimal particle size for dark chocolate is < 35 micron. The particle size distribution is most effectively found using laser diffraction. The dark chocolate is melted in vegetable oil and then placed under ultrasonic dispersion to break apart any aggregates. One commercial system available for making these measurements is the MasterSizer(R) Particle Size Analyzer for Chocolate, made by Malvern Instrume Ltd. [http://www.malvern.co.uk/LabEng/products/Mastersizer/micro/mastersizer_micro_cpsa.htm]. A schematic of a laser scattering apparatus from their website illustrates the basic principle:
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[[Image:MalvernLaserDiffraction.gif | 360 px | Malven Laser Diffraction]]
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Light from the laser scatters from a cloud of particles, resulting in an interference pattern of concentric circles. The spacing between these circles is related to the size of the particles, so by monitoring the light intensity over a range of concentrations, the particle size can be determined. The physical basis for this phenomenon, known as Mie scattering, assumes a dilute arrangement of spherical particles. Malvern has developed a patented technique for dealing with the multiple scattering complications that occur at high particle concentrations.
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Some typical results from a particle size distribution measurement are shown below:
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[[Image:AfoakwaPSD.jpg | 360px]].
 
[[Image:AfoakwaPSD.jpg | 360px]].
  

Revision as of 16:17, 9 January 2009

The Physicist as Chocolatier by Naveen Sinha

The history of chocolate is intertwined with the history of soft matter. For hundreds of years, chocolatiers have faced problem relating to creating stable emulsions. The Aztecs and Mayan first drank cocoa-based beverages as early as 600 AD. Columbus introduced the drink to Europe, where sugar was added to make the drink more palatable. A fundamental problem with the chocolate drinks was the high fat content of the cocoa beans, which would not dissolve in the hot water and would float to the surface. The Dutch figured out the soft matter problem of creating a stable dispersion, but removing much of the cocoa fat and alkanizing the resulting powder. The Dutch process resulted in a stable beverage, but there was the problem of what to do with all the excess cocoa fat. The Englishman, John Fry, figured out how to use the cocoa butter to create a stable suspension of cocoa nibs and sugar. Without the cocoa butter matrix, these two components would fall apart in a crumbly mess.

I would like to continue this delicious collaboration between the culinary and scientific world by helping out two of my favorite chocolate companies, Taza Chocolates in Cambrdige, Massachusettes, and the Kakawa Chocolate House in Santa Fe, New Mexico, with their soft matter-related problems. Taza Chocolates is quite interested to know the particle size distribution in their chocolate. The Kakawa Chocolate House in Santa Fe is famous for their historical chocolate elixers and other cocoa-based confections. Despite their expertise in the field, their choclatier was having problems with creating a smooth coating around the locally-made truffles. Instead of a shiny, dark cover, the chocolate would form "bloom," leading to a dull, whitish apperence. I wondered whether insights from the world of soft matter could help solve his problems.

Particle Size Distribution

Determine particle size distribution is a classic problem in soft condensed matter with several subtleties that might not be understood by all chocolate makers. The particle size distribution has a major effect on whether chocolate tastes like the traditionally smoother European chocolates or somewhat rougher American chocolates. The optimal particle size for dark chocolate is < 35 micron. The particle size distribution is most effectively found using laser diffraction. The dark chocolate is melted in vegetable oil and then placed under ultrasonic dispersion to break apart any aggregates. One commercial system available for making these measurements is the MasterSizer(R) Particle Size Analyzer for Chocolate, made by Malvern Instrume Ltd. [1]. A schematic of a laser scattering apparatus from their website illustrates the basic principle:

Malven Laser Diffraction

Light from the laser scatters from a cloud of particles, resulting in an interference pattern of concentric circles. The spacing between these circles is related to the size of the particles, so by monitoring the light intensity over a range of concentrations, the particle size can be determined. The physical basis for this phenomenon, known as Mie scattering, assumes a dilute arrangement of spherical particles. Malvern has developed a patented technique for dealing with the multiple scattering complications that occur at high particle concentrations.

Some typical results from a particle size distribution measurement are shown below:

AfoakwaPSD.jpg.

Difficulties arise in knowing whether the sizes measured are intrinsic to the chocolate or a result of the preparation process. For instance, if the chocolate suspension is dispersed for longer times, does that particle size continue to decrease?

Also, the laser diffraction method employed by many chocolate researchers is not well suited for detailed information about particle size distribution: anything more specific that a bimodal distribution is largely a matter of interpretations.

For even greater resolution, an electron microscope is needed. Ellen Hodges, a post-doc at Harvard, took some images of Trader Joe's dark chocolate.

Trader Joe's Dark Chocolate, frozen
Bloom on TJ's Dark Chocolate, frozen
Bloom on TJ's Dark Chocolate, RT

A Phase Diagram of Chocolate

As a somewhat longer-term goal, I would like to help out the Kakawa Chocolate House with their truffle-making issues. The main difficulty lies with creating the proper crystal structure of the lipid molecules, known as tempering. This is often regarded as one of the most difficult aspects of chocolate-making, since improperly crystallized chocolates can be dull and crumbly.

I found a simple procedure on-line (at chow.com ) for tempering chocolate at home, so eagerly tried out the technique. I did two batches: one in which I followed the procedure and another in which I added some water to "seize" the chocolate on purpose and ruin the texture. I took some photos using a borrowed IntelPlay microscope and a trial version of the imaging software. At 200x magnification, the differences were quite dramatic:

20081225 OK Temper 200.png

20081225 Poor Temper 200.png

For a more complete understanding of how to temper chocolate, Dr. Morrison suggested creating a phase diagram. Such studies have already been done for complex materials like soap and metal alloys, so an equivalent study for chocolate is certainly feasible.


With the insights of soft matter physics, chocolate makers will be able to quantitatively understand the tempering process and perhaps develop new methods for making chocolate.

References:

  1. E O Afoakwa et al. "Relationship between rheological, textural and melting properties of dark chocolate as influences by particle size distribution and composition." European Food Research Technology (2008) 227:121-1223.
  2. E O Afoawka, A Paterson, and M Fowler. "Factors influencing rheological and textural qualities in chocolate - a review." Trends in Food Science & Technology. 18 (2007) 290-298.
  3. E O Afoakwa, A Paterson, M Fowler, and J Vieira. "Effect of tempering and fat crystallization on microstructure, mechanical properties and appearance in dark chocolate systems." Journal of Food Engineering 89 (2008) 128-136.
  4. E O Afoakwa, A Paterson, M Fowler, and J Vieira. "Characterization of melting properties in dark chocolates from varying particle size distribution and composition using differential scanning calorimetry." Food Research International 41 (2008)751-757.


About the author:

Naveen Sinha is currently studying biofilms in Prof. Michael Brenner's group. This class is changing the way he sees the world. On his morning runs he thinks about the viscoelastic properties of his Saucony shoes. At a cafe, he contemplates the physical properties of the artful foam on his latte. When he cooks dinner, he wonders if this class could lead to some consulting jobs for the food industry.