weibull analysis in excel
TRANSCRIPT
Weibull Analysis In Excel
The Facts For A Weibull Plot
i-values
1 37 0.109375 -2.15561601 3.610918 A Weibull function is provided in Excel for the CDF and PDF values2 63 0.265625 -1.17527042 4.1431353 69 0.421875 -0.60154355 4.2341074 73 0.578125 -0.14728704 4.290459 note x must be greater than zero5 108 0.734375 0.281917795 4.6821316 140 0.890625 0.794336831 4.941642
Excel Regression Stats2.361 0.632121
92.672 0.009373
0.9508
SuperSMITH Weibull Stats Given (change any value in the yellow boxes):2.361 b h
92.672 2.361 92.672
0.9500
Refer to The New Weibull Handbook, 5th edition, by Dr. Robert B. Abernethy for nomenclature
Data To Use For Excel Regression
Also refer to International Standard
X-age to failure sorted
Y-plot position
Use This Date For
X-axis
Use This Date For
Y-axis
Weibull(x,alpha,beta,trueWeibull(x,alpha,beta,false
note alpha in Excel is the Weibull slope note beta in Excel is the Weibull characteristic valueThe Weibull function in Excel
b= <--Using the Excel Weibull function for X-age to failure @ 92.672 we get the expected h= <--Using the Excel Weibull function for X-age to failure @ 92.672 we get the expected
R2 = The Weibull CDF = 1-exp(-(x/The Weibull PDF = (b/(
b=h=
R2 =
A Weibull function is provided in Excel for the CDF and PDF values
note x must be greater than zero
Weibull reliability R = 1-CDF
Given (change any value in the yellow boxes):x CDF PDF R H(t)
92.672 ----------> 0.632121 0.009372 0.367879 0.025477
The New Weibull Handbook, 5th edition, by Dr. Robert B. Abernethy for nomenclatureAlso refer to International Standard IEC 61649 Edition 2.0 2008-08 for the same nomeclature as The New Weibull Handbook
Weibull(x,alpha,beta,true) <--provides the cumulative distribution function, CDF, at the value of xWeibull(x,alpha,beta,false) <--provides the probablity density function, PDF, at the value for x
note alpha in Excel is the Weibull slope bnote beta in Excel is the Weibull characteristic value h
The Weibull function in Excel will not take a data set and return the b and h values!<--Using the Excel Weibull function for X-age to failure @ 92.672 we get the expected CDF<--Using the Excel Weibull function for X-age to failure @ 92.672 we get the expected PDF
The Weibull CDF = 1-exp(-(x/h)^(1/b))The Weibull PDF = (b/(h^b))*(x^(b-1))*exp(-1*(x/h)^b) Instanteous failure rate = H(t)=(b/h)*(x/h)^(b-1)