Research Papers by MeltLab Systems

Posted on January 8, 2010

Ductile Nodularity by thermal analysis
David A. Sparkman, Nov 2008

Nodularity signal


Abstract: This initial paper shows how MeltLab measures the smoothness of the curve to determine the degree of nodularity of a final ductile iron sample. Taking the casual observance of Dr. Lampic, we have turned up a surprisingly reliable way to measure the growth shape of graphite by bursts of energy produced by the growth of vermicular graphite. This method is ideally suited to MeltLabs’s strong points of precision, noise suppression, and derivative calculation.

Foundries wishing to participate in further proving out this method should contact us for a trial.

Download now




Ductile Microstructure by thermal analysis
David A. Sparkman, 2008

Ferrite and Pearlite curves


Abstract: A thought paper showing how different aspects of the thermal analysis curve indicate different aspects of microstructure including pearlite, hypereutectic(solid riser prone), hypoeutectic (more shrinkage prone), and eutectic (ideal). Shrink and carbides can be seen. The potential is there to give a very quick micro analysis from molten iron in just 3 to 4 minutes.

Download now



Offsetting Shrinkage In Ductile Iron, Version 2
David A. Sparkman, 2006

Shrinkage example


The natural shrinkage that occurs during the solidification of Ductile Iron can be offset by the expansion caused by the formation of graphite. Though this has been known for some time, thermal analysis has some interesting contributions to understanding exactly what is going on, and offers some opportunities for better control of late graphite expansion in moderate section sizes. Different modes of solidification are examined and measured, and the early and late graphite content are calculated using thermal analysis. Carbon flotation is seen as a fourth form of solidification that is both hypereutectic and hypoeutectic. Shrinkage is seen as a lack of late graphite growth needed to offset the natural contraction of the Ferrite. Grain boundary shrinkage can be seen as an escape mechanism for minor unfulfilled contraction. Stress relief heat treat increases the graphite volume thereby collapsing any remaining of the grain boundary shrinkage and improving fatigue life and other physical properties.

Download now


Improving the Accuracy of Thermal Analysis

David A. Sparkman, 2006

Filtering Signal vs noise


Thermal analysis is a fast and inexpensive way to see if a furnace of metal meets the basic criteria for pouring. Often melting is the bottleneck of a foundry and having a furnace of iron or aluminum or copper alloy on hold for the laboratory results can be costly. Some foundries have great success with thermal analysis results while others have problems with inaccuracy. This paper tries to cover all the sources of inconsistency and how to correct them so that foundries can get the most good out of these instruments.
Note: this is only a working paper and references have been left out.

Download now