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Series: ASM Handbook
Volume: 14B
Publisher: ASM International
Published: 01 January 2006
DOI: 10.31399/asm.hb.v14b.a0005152
EISBN: 978-1-62708-186-3
... Abstract Statistics are extremely important tools in the operation of press shops, providing numerical process analysis capabilities. The most common use of statistics in the press shop is statistical process control (SPC) that uses statistical techniques such as control charts to analyze...
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Published: 01 August 2013
Fig. 87 Contour plots of cooling curve results obtained from statistical analysis of a conventional (slow) petroleum oil quenchant. Source: Ref 78 More
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Published: 01 August 2013
Fig. 88 Contour plots of cooling curve results obtained from statistical analysis of an accelerated (fast) petroleum oil quenchant. Source: Ref 78 More
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Published: 01 December 2009
Fig. 7 Posttraining validation of software simulations by statistical analysis of the error of model simulations for modulus of elasticity More
Series: ASM Handbook
Volume: 8
Publisher: ASM International
Published: 01 January 2000
DOI: 10.31399/asm.hb.v08.a0009212
EISBN: 978-1-62708-176-4
... Abstract This article discusses statistical concepts that form the basis of most of the following articles on specific areas of applied statistics and data analysis. It reviews some of the basic concepts that must be understood to successfully apply the statistical procedures, including...
Series: ASM Handbook
Volume: 13A
Publisher: ASM International
Published: 01 January 2003
DOI: 10.31399/asm.hb.v13a.a0003712
EISBN: 978-1-62708-182-5
... Abstract This article presents definitions, equations, and notational conventions that are used widely in statistical analysis. It provides information on a basic framework for the selection of a statistical test. The article outlines the basic elements common to all statistical tests...
Series: ASM Handbook
Volume: 18
Publisher: ASM International
Published: 31 December 2017
DOI: 10.31399/asm.hb.v18.a0006368
EISBN: 978-1-62708-192-4
.... This article introduces the basics of signal processing in time, frequency, and time-frequency domains. It focuses on statistical analysis of the time-domain data. Various measures of data distribution and variability are pointed out. Important signal-processing functions in the frequency domain are presented...
Series: ASM Handbook
Volume: 8
Publisher: ASM International
Published: 01 January 2000
DOI: 10.31399/asm.hb.v08.a0009216
EISBN: 978-1-62708-176-4
... Abstract Statistical analysis of mechanical property data is the most reliable method for determination of minimum design allowables. This article describes the general procedures used to determine design allowables. It provides information on the determination of a distribution form...
Series: ASM Handbook
Volume: 13A
Publisher: ASM International
Published: 01 January 2003
DOI: 10.31399/asm.hb.v13a.a0003661
EISBN: 978-1-62708-182-5
..., and electrochemical noise measurements. The visual examination, metallographic examination, and nondestructive inspection of pits are discussed. The article reviews the procedures for the use of standard charts, metal penetration, statistical analysis, and loss in mechanical properties to quantify the severity...
Book Chapter

By Mark Hayes
Series: ASM Handbook
Volume: 19
Publisher: ASM International
Published: 01 January 1996
DOI: 10.31399/asm.hb.v19.a0002377
EISBN: 978-1-62708-193-1
...; and embrittlement or cracking. The article summarizes the methods of statistical analysis of S-N data for general comparisons of fatigue strength of spring steels. The fatigue performance of springs is illustrated by Goodman diagrams. The article also exemplifies the examination of failed springs. cracking...
Series: ASM Handbook
Volume: 19
Publisher: ASM International
Published: 01 January 1996
DOI: 10.31399/asm.hb.v19.a0002373
EISBN: 978-1-62708-193-1
... Abstract Contact fatigue is a surface-pitting-type failure commonly found in ball or roller bearings. This article discusses the mechanisms of contact fatigue found in gears, cams, valves, rails, and gear couplings. It discusses the statistical analysis of rolling contact bearing-life tests...
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Published: 01 December 2004
Fig. 49 The use of co-occurrence statistics in texture analysis. (a) HRTEM image of an amorphous resin. (b) HRTEM image of the same resin with diluted nanoparticles of carbon. (c) and (d) The histograms for uniformity and entropy for the two images. Courtesy Dr. Alain Thorel, ENSMP More
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Published: 01 January 2005
Fig. 23 Normal grain growth in zone-refined iron during isothermal anneals. Closed circles represent specimens for which statistical analysis of grain-size and grain-shape distributions was conducted. More
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Published: 01 December 2004
Fig. 21 Normal grain growth in zone-refined iron during isothermal anneals. Closed circles represent specimens for which statistical analysis of grain-size and grain-shape distributions was conducted. More
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Published: 01 January 2003
Fig. 10 Typical plot of metal thickness remaining versus calculated corrosion rate obtained from ultrasonic thickness data. Statistical analysis can be used to estimate the remaining corrosion allowance in terms of standard deviation σ. Source: Ref 7 More
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Published: 31 August 2017
Fig. 26 Ratio of alternating bend fatigue strength/tensile strength of gray cast iron, compacted graphite iron, and spheroidal graphite (SG) iron (ductile iron). Statistical analysis of a number of experimental data allowed the calculation of a relationship between fatigue strength (FS More
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Published: 01 January 1996
Fig. 1 Ratio of alternating bend fatigue strength/tensile strength of gray cast iron, compacted graphite iron, and spheroidal graphite (SG) iron (i.e., ductile iron). Statistical analysis of a number of experimental data allowed the calculation of a relationship between fatigue strength (FS More
Series: ASM Handbook
Volume: 19
Publisher: ASM International
Published: 01 January 1996
DOI: 10.31399/asm.hb.v19.a0002369
EISBN: 978-1-62708-193-1
... stress level fatigue fatigue analysis probability of failure uncertainty STATISTICAL METHODS and probability are useful tools when uncertainty influences important outcomes, which is why many fundamental mathematical aspects of statistical theory began with the casinos of Europe (e.g., Monte...
Series: ASM Handbook
Volume: 20
Publisher: ASM International
Published: 01 January 1997
DOI: 10.31399/asm.hb.v20.a0002431
EISBN: 978-1-62708-194-8
... the basic statistical procedures that can be used to address variability and uncertainty in an engineering analysis. It contains a table that lists the relevant statistics standards published by the American Society of Testing and Materials. data-regression dscrete distributions goodness-of-fit test...
Series: ASM Handbook
Volume: 13A
Publisher: ASM International
Published: 01 January 2003
DOI: 10.31399/asm.hb.v13a.a0003641
EISBN: 978-1-62708-182-5
... leak growth model was appropriate for all operation regimes. Statistical Analysis Most physical and chemical measurements, performed under nominally identical conditions, yield differing data. The results of corrosion tests are no exception. Sometimes, the difference between values is less...