Question: How would you find these probabilities in Excel? The balanced reinforcement ratio for a singly reinforced concrete beam is given by ACI Standard 3 1

How would you find these probabilities in Excel?
The balanced reinforcement ratio for a singly reinforced concrete beam is given by ACI Standard
318 as:
b=0.851(fc'fy)(87,00087,000+fy)
in which fc' and fy are specified strengths and 1=0.85(stress block parameter) if fc'4,000 psi.
Reinforced concrete beams normally are designed to fail by yielding in the reinforcement prior to
crushing of the concrete. Historically, ACl318 limited the beam reinforcement ratio, =Asbd to
0.75b to ensure a failure in which the reinforcement yields before the concrete crushes ?1.
Consider a beam with nominal fc'=4,000 psi and fy=60,000 psi. The following statistics for in-site
concrete and steel strengths would be typical:
fc'=3,600,fc'=0.18
fy=68,000,fy=0.11
Assume that the probability distribution of fc' is normal and the distribution of fy is lognormal. Use
Monte Carlo Simulation (1,000 samples) to determine the following:
a) What is the probability that compressive failure occurs (i.e. concrete crushes before
reinforcement yields)? Identify compressive failure as occurring if the actual b(based on our
understanding of the distribution of f'c and fy) is less than 0.75b when the nominal fy and
f'c are used to calculate b
b) What limit on the reinforcement ratio should ACl318 require to ensure that the probability
of a compression failure is 0.01 or less? In other words, what factor needs to be applied to
the nominal b instead of 0.75 to keep the probability less than 0.01?
How would you find these probabilities in Excel?

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