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Intelligent Precision-Grinding
Process System
Manufacturing News Center - Intelligent optimization
and control grinding process uses artificial-intelligence software in
order to learn and adapt to changing conditions
Insight-November 7, 2004-Jobwerx News-For years the
precision grinding process has always been handled by technical experts
in their field.
The problem is that many factories don’t have enough of these very experienced
people, so a lot of grinding processes are run under suboptimal conditions.
For 15 years Yung Shin, a professor of mechanical engineering at Purdue
Univertisty, has been working on an intelligent optimization and control
grinding process system that uses artificial-intelligence software which
mimics how people think.
Professor Shin, who is leading the Purdue portion of the research, is
working with other researches and industry memebers to identify several
pilot applications, all in automotive areas, and validate the methodology.
For the Automotive industry the implementation of this new system could
save about 10 percent of the cost of current grinding practices, translating
into upwards of $1 billion annually in manufacturing costs by improving
precision-grinding processes for parts production.
According to Professor Shin, the new system will allow relatively inexperienced
employees to operate grinding machinery with the same precision as these
rare, highly experienced workers.
The process, if successful, could save the automotive industry millions
of dollars annually by increasing productivity, saving energy, reducing
the number of grinding wheels needed, reducing scrap and improving the
overall quality of parts.
The intelligent system will use a wealth of data collected by various
sensors, as a given part is being ground. Then the method will apply
advanced software, such as neural networks and genetic algorithms, to
operate specialized "computer numerical control" grinding machines that
cost up to $1 million apiece.
Ceramic Parts Are Created Entirely By Grinding
The machines, commonly referred to as CNC machines, are widely used
in industry and are increasingly being equipped with sensors that provide
information about the grinding process in real time. The machines use
grinding wheels containing ceramic or diamond particles to apply a fine-finish
surface to precision parts, and sometimes they are used to create a
part from scratch.
The National Institute of Standards and Technology’s Advanced Technology
Program is funding the $6 million project. Together with researchers,
TechSolve Inc., who is leading the industry leaders, Delphi Energy &
Chassis Systems, Applied Grinding Technologies and Landis Gardner, they
hope to extend the technology to other grinding applications in the
next sveral years.
For years technology offerings and partnerships with Universities has
varied. Sometimes universities have technologies available for licensing
and may offer a collaboration. Depends on what the manufacturer is seeking.
It could be a solution to a problem, an improvemnt to an existing process
or a startup seeking fresh technology.
For instance, the University of Massachusetts Amherst, UMA, offers a
research section on their website where there is a link for available
technologies. Here manufacturers can search through many subcategories.
Haven't found what you're looking for? Try Searching the Web above for:
Purdue Univeristy, University of Massachusetts Amherst, UMA, National
Institute of Standards, NIS, TechSolve Inc, Delphi Energy & Chassis
Systems, Applied Grinding Technologies, Landis Gardner
You may contact Professor Yung C. Shin at (765) 494-9775, and at the
National Institute of Standards, NIST, Contact, Michael Baum, (301)
975-2763
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