Taguchi Methods and Design of Experiments (DOE)
Tips & Advice to help you make your decision on Taguchi Methods and Design of Experiments (DOE)
Genichi Taguchi developed Taguchi methods and Design of Experiments (DOE). Taguchi's methods are a statistical approach, which was first used for improving the quality of goods in the manufacturing industry. These methods are now being used in biotechnology, engineering and marketing.
Taguchi provided three main contributions for statistical methods. The first is called the Taguchi loss function. The basic premise is that quality does not decrease when quality standards are exceeded. Loss increases when variations increase away from the intended standard. This description of the quality process has helped with lean manufacturing and the continuous improvement involved in the concept.
The second contribution involves off-line quality control, which includes system, parameter and tolerance design. His third contribution was innovation in experimental design. His work includes the understanding that the root of poor quality stems from excessive variations in the manufacturing process. The method includes understanding that quality costs begin with quality engineering. Total costs to society must also be included. Costs involve more than scrap and rework; costs involve early product failure in consumer use.
Taguchi's work has benefited the Six Sigma system by improving an understanding of variation management. Links available on Business.com can provide you with more information about Taguchi methods and Design of Experiments (DOE).
Taguchi Methods and Design of Experiments (DOE)
Use design of experiments software and services for the betterment of your companyBy A.S. White Taguchi Methods and Design of Experiments (DOE) are an oft-utilized and sometimes controversial way of looking at how to improve your company's profit margin. To put it simply, Taguchi methodology focuses on applying engineering techniques to your company's processes rather than more-traditional statistics. By focusing on adjusting your processes' inputs as far up-stream as possible, you're able to significantly improve your company's quality engineering.
While people can spend their entire professional careers studying Taguchi DOE and how to apply it, most business owners don't have the time to do so. Instead, they rely on Design of Experiments software (DOE) as well as consultants who provide them with an appropriate Taguchi Design of Experiments solution for their business. There are a wide variety of such options available in the market today; the only difficulty can be in choosing the right one.
When looking at utilizing outside help for Taguchi experimental design in your business, among the key points to consider are:
1. The ability of your company to apply findings from Design of Experiments software;
2. The possibility of training one or more of your employees in the Taguchi method;
3. The opportunity to bring in an outside Design of Experiments method consultant.
Find Taguchi experiments software that fits your business
If you or one of your employees already has rudimentary knowledge in Taguchi Design of Experiments, it's possible that all you will need is the right software to turn that knowledge into higher profits. Whether you prefer a software module that works with Microsoft Excel or a standalone program, there are options available for your company.
Try:
Minitab is a standalone piece of software that offers a variety of statistical analysis options, including Taguchi DOE. KnowWare offers a series of QI Macros that integrate with Microsoft Excel, including some for the Taguchi Method.
Train yourself or your employees in Taguchi Methods and Design of Experiments
If you truly want the best application of Taguchi methodology on a day-in, day-out basis, you should seek expert training for yourself or some of your employees. By learning as much about the Design of Experiments method as possible, you're more likely to correctly apply your knowledge continuously in your business.
Try:
Integral Concepts offers both Design of Experiments and Advanced Design of Experiments training courses to the public.
Hire a consultant to implement a Taguchi Design of Experiments solution
If you don't have the knowledge to appropriately apply software or the time to become trained on the Taguchi method, your best solution would be to hire a consultant with the knowledge you need. By utilizing an outside consultant, you can help increase your profit margin through quality engineering.
Try:
Stat-Ease has several Design of Experiments experts who can consult with your company on your quality engineering needs.
- While some statisticians discount Taguchi Methods and Design of Experiments, it's considered strong enough to be a critical part of the renowned Six Sigma certification. By utilizing the methods appropriately, you can help your company to achieve this prestigious level.
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