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Happy’s Essential Skills: Design of Experiments
March 17, 2016 | Happy HoldenEstimated reading time: 9 minutes
If you are new to DOE and would like to read more, there are very good primers at Six Sigma Tools and Templates, MoreStream.com, and ASQ.com: What is Design of Experiments (DOE)? If you have downloaded the “Engineering Statistical Handbook” and software mentioned in my second column, then you can go to Sections 1.3.3.12 or 4.3.1 “What is design of experiments (DOE)?” and practice the case studies.
If you take advice from others, then the one thing you should do is to download the Engineering Statistics Handbook and software from NIST: http://www.itl.nist.gov/div898/handbook/stoc.htm.
I cannot guarantee that it will be available for long, so take advantage of it now. Next, read the Handbook and do the case studies to learn more about engineering statistics—the time will be well spent! Even if you have statistical software at work, your next job may not. Download DATAPLOT and you will have one at home. Additional articles and references are at the end of this column.
References and Further Reading
1. NIST/SEMATECH e-Handbook of Statistical Methods
2. Plackett, R.L., and Burman, J. P. “The Design and Optimum Multifactorial Experiments,” Biometrika, Vol. 33, pp 305–325 (1946).
3. Vandenbrande, Willy. Shainin: A Concept for Problem Solving, Shainin Conference, Amelior Hotel, Dec. 2009.
4. Murphy, Thomas, Jr. “Design and analysis of industrial experiments,” Chemical Engineering, June 6–1977, pp.168–182.
5. Feller, J. “Design experiments that control two or more variables at once,” Industrial Research & Development, July 1983, pp 94–95.
6. Geremia, J.O. “Test Less, Learn More,” Machine Design, Sept. 8, 1977, pp 110–115.
7. Anderson, L.B. “How to Apply Statistics In Design of Experiments,” Chemical Engineering, Aug.5, 1963, pp 113–116.
8. Anderson, L.B. “Factorial Design of Experiments,” Chemical Engineering, Sept. 2, 1963, pp 99–105.
Happy Holden has worked in printed circuit technology since 1970 with Hewlett-Packard, NanYa/Westwood, Merix, Foxconn and Gentex. Currently, he is the co-editor, with Clyde Coombs, of the Printed Circuit Handbook, 7th Ed. To contact Holden, click here.
Page 3 of 3Suggested Items
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05/17/2024 | Wurth ElektronikWürth Elektronik in the United States, a leading manufacturer of electronic and electromechanical components as well as custom magnetics, has announced the commencement of construction on a new 70,000-square-foot headquarters. This new facility underscores the company’s commitment to innovation and grow in the electronics industry.
IPC APEX EXPO: Some Thoughts About Growth
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Airbus Achieves Eurodrone’s Preliminary Design Review
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A Review of the 2024 Del Mar Electronics and Manufacturing Show
05/16/2024 | Barry Matties, I-Connect007The Del Mar Electronics and Manufacturing Show (DMEMS) in Del Mar, California, recently took place at an unlikely venue: the Del Mar Fairgrounds. Doug Bodenstab, founder and show organizer, says the show covers everything in electronics manufacturing: design tools, components, base materials, training, testing, board fabrication, AI, data analytics, and more. While you can find about anything online these days, Bodenstab adds that there is no substitute for meeting people in person.
TactoTek Licenses IMSE Technology to Polestar for Sustainable Electronics Design Innovation
05/15/2024 | TactoTekPolestar, the Swedish electric performance car brand, and Finnish smart surface pioneer TactoTek, have entered a collaboration to explore integration of Injection Molded Structural Electronics (IMSE) technology into Polestar’s vehicle programs.