What is the Probability of Double Bulb Failure within a Given Time Period?

In summary, we are given a lamp with two bulbs of a type with an average lifetime of 1000 hours and the probability of failure for these bulbs is modeled by an exponential density function \mu = 1000. We are asked to find the probability that both of the bulbs will fail within 100 hours. In part (b) of the question, a different lamp with one bulb of the same type is considered. We are asked to find the probability that the two bulbs will fail within a total of 1000 hours, after one bulb burns out and is replaced by a new one. The solution involves using double integrals and considering the independence of the two events.
  • #1
CaptainEvil
99
0

Homework Statement



a) A lamp has two bulbs of a type with an average lifetime of 1000 hours. Assuming that we can modelthe probability of failure of these bulbs by an exponential density function [tex]\mu[/tex] = 1000, find the probability that both of the lamps bulbs will fail within 100 hours.

b) Another lamp has just one bulb of the same type as in part (a). if one bulb burns out and is replaced by a bulb of the same time, find the probability that the two bulbs fail within a total of 1000 hours.

Homework Equations





The Attempt at a Solution



I'm pretty sure [tex]\mu[/tex] = double integral on a region D of xf(x,y)dA but I don't know what my region or f(x,y) would be.
 
Physics news on Phys.org
  • #2
1) Think about the support for exponential.
2) Why do you think it's x*f(x,y)?
 
  • #3
formula's from my textbook give

[tex]\mu[/tex]1 = double integral over the region of x*f(x,y)
and same for [tex]\mu[/tex]2 with y*f(x,y)

It's the same as solving for mass and centre of mass over a region with double integrals
 
  • #4
Well you want P(bulb1 fails and bulb2 fails) they are independent, so can you rewrite that?
 

Related to What is the Probability of Double Bulb Failure within a Given Time Period?

1. What is a double integral probability?

A double integral probability is a mathematical concept used in statistics and probability theory to calculate the probability of events that depend on two or more variables. It involves integrating a function over a two-dimensional region to determine the probability of a specific outcome.

2. How is a double integral probability calculated?

To calculate a double integral probability, you first need to define the region of integration and the function to be integrated. Then, you can use various methods such as the rectangular or polar coordinate system, or the Monte Carlo method, to perform the integration and obtain the probability value.

3. What is the difference between a double integral probability and a single integral probability?

The main difference between a double integral probability and a single integral probability is the number of variables involved. A single integral probability involves a single variable, whereas a double integral probability involves two or more variables. This makes double integral probability calculations more complex and requires different techniques.

4. In what fields is double integral probability used?

Double integral probability is used in various fields, such as engineering, physics, finance, and economics. It is particularly useful in analyzing complex systems and calculating the likelihood of multiple outcomes in these fields.

5. What are some real-life applications of double integral probability?

Double integral probability has many real-life applications, including predicting stock prices, analyzing weather patterns, and estimating the risk of natural disasters. It is also used in quality control processes to determine the probability of a product meeting certain specifications.

Similar threads

Replies
4
Views
1K
  • Calculus and Beyond Homework Help
Replies
7
Views
9K
  • Calculus and Beyond Homework Help
Replies
10
Views
1K
  • Calculus and Beyond Homework Help
Replies
2
Views
1K
  • Calculus and Beyond Homework Help
Replies
1
Views
2K
  • Calculus and Beyond Homework Help
Replies
7
Views
965
  • Calculus
Replies
2
Views
1K
  • Calculus and Beyond Homework Help
Replies
4
Views
3K
  • Programming and Computer Science
Replies
1
Views
960
  • Calculus and Beyond Homework Help
Replies
18
Views
2K
Back
Top