How to use Weibull distribution when it comes to wind?

  • Thread starter Thread starter Kolika28
  • Start date Start date
  • Tags Tags
    Distribution Wind
Click For Summary
SUMMARY

The discussion centers on the application of the Weibull distribution in wind speed analysis, specifically addressing the use of the midpoint value of 5 m/s for calculations. The teacher's method involves estimating an interval of 1 m/s around this midpoint, which raises questions about the integration of the probability density function (pdf) versus using the cumulative distribution function (CDF). The consensus is that while integration may not be necessary for specific wind speed probabilities, the CDF can effectively determine probabilities over intervals.

PREREQUISITES
  • Understanding of Weibull distribution and its parameters
  • Familiarity with probability density functions (pdf) and cumulative distribution functions (CDF)
  • Basic knowledge of statistical analysis techniques
  • Ability to interpret wind speed data in meteorological contexts
NEXT STEPS
  • Study the properties and applications of the Weibull distribution in wind energy analysis
  • Learn how to calculate probabilities using the CDF of the Weibull distribution
  • Explore numerical integration techniques for probability calculations
  • Investigate case studies on wind speed modeling using Weibull distribution
USEFUL FOR

This discussion is beneficial for meteorologists, wind energy analysts, and statisticians who require a deeper understanding of Weibull distribution applications in wind speed assessments.

Kolika28
Messages
146
Reaction score
28
Homework Statement
I'm asked to find out how many hours of the year that the wind is between 4,5 m/s and 5,5 m/s.
Relevant Equations
Weibull formula
I know that I'm supposed to use Weibull, but why does my teacher take the middle value, 5 m/s? Should one not integrate the formula and the use 4,5 and 5,5 as limits? This is what he has done:
1575392548860.png

He then writes: makes a guess of an interval of 1 m/s and get:
1575392837248.png

1575392925153.png


To be honest, I really don't understand how to use Weibull distribution, and it would be great if someone could explain. I tried finding some websites, but I don't understand. How do I find the probability for one specific wind speed, or find the probability for an interval like this problem I posted?
 
Physics news on Phys.org
Thank you so much!
 

Similar threads

  • · Replies 39 ·
2
Replies
39
Views
4K
  • · Replies 16 ·
Replies
16
Views
3K
  • · Replies 5 ·
Replies
5
Views
1K
  • · Replies 4 ·
Replies
4
Views
2K
Replies
3
Views
1K
Replies
3
Views
2K
  • · Replies 13 ·
Replies
13
Views
2K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 16 ·
Replies
16
Views
2K
Replies
1
Views
3K