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Fuels, Lubricants, Engines, and Experimental Design
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Language:
English
Abstract
Abstract
Well-designed experimental programs yield results with broader applicability and better precision at less cost than poorly designed ones. Although every experimental program is “designed” to some extent, knowledge of certain formalized techniques aid the experimenter in developing really good designs. Complete understanding of them is formidable and can be attained only by a specialist. However, the basic ideas are simple and can be grasped by any experimenter. This paper serves as an introduction to:
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1.
Scope of experimentation.
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Factorial plans.
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Lattice plans
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Fractional replication.
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Error hierarchy.
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Analysis of variance.
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7. Precision of inferences.
With understanding of these basic ideas, augmented by some reading on details, any experimenter can design good programs of moderate scope. He also can recognize cases for which he should obtain help of a specialist, and his greater knowledge will enable him to use this help more advantageously.
Authors
Topic
Citation
Wagner, T. and Gorman, J., "Fuels, Lubricants, Engines, and Experimental Design," SAE Technical Paper 630490, 1963, https://doi.org/10.4271/630490.Also In
References
- Fisher R. A. “The Design of Experiments,” Oliver and Boyd, Edinburg 1947
- Davies O. L. “The Design and Analysis of Industrial Experiments,” Hafner Publishing Co. New York 1956
- Scheffé Henry “Experiments with Mixtures,” J. Royal Statistical Society, Series B 20 1958 344 260
- “Fractional Factorial Experiment Designs for Factors at Two Levels,” U. S. Department of Commerce, National Bureau of Standards, Applied Mathematics Series 48 1957
- Conner W. S. Zelen Marvin “Fractional Factorial Experiment Designs for Factors at Three Levels,” U. S. Department of Commerce, National Bureau of Standards, Applied Mathematics Series 48 1959
- Bennett C. A. Franklin N. L. “Statistical Analysis in Chemistry and The Chemical Industry,” John Wiley Sons, Inc., New York 1954
- Brownlee K. A. “Statistical Theory and Methodology in Science and Engineering,” John Wiley Sons, Inc. New York 1960