1. Introduction
Knowing that 200 undersea cables break every year globally, we estimate the probability of:
- A single cable break in the Baltic Sea on a given day.
- Three cable breaks in the Baltic Sea on the same day.
These estimates are based on global statistics and reasonable approximations.
2. Average Daily Cable Breaks Globally
- Total global undersea cable breaks per year: 200.
- Number of days in a year: 365.
- Average breaks per day globally:
365200≈0.548breaks/day
3. Estimating Cable Breaks in the Baltic Sea
- Assuming the Baltic Sea contains about 1% of the world’s undersea cables:
Expected breaks/year in the Baltic Sea: 0.01×200=2breaks/year.
- Average breaks per day in the Baltic Sea:
3652≈0.00548breaks/day.
4. Using the Poisson Distribution
Since cable breaks are rare and occur independently, we use the Poisson distribution with rate λ=0.00548 (average number of daily breaks in the Baltic Sea).
The probability mass function is:
P(k;λ)=k!e−λλk
where k is the number of events.
4.1 Probability of a Single Cable Break (k=1)
For k=1 and λ=0.00548:
P(1;0.00548)=1!e−0.00548⋅0.005481
Steps:
- e−0.00548≈1−0.00548=0.99452.
- P(1;0.00548)=0.99452⋅0.00548≈0.00545.
Thus, the probability of a single break is approximately:
P(1;0.00548)≈0.00545(or about 0.545%).
4.2 Probability of Three Cable Breaks (k=3)
For k=3 and λ=0.00548:
P(3;0.00548)=3!e−0.00548⋅0.005483
Steps:
- e−0.00548≈0.99452.
- 0.005483≈1.64566×10−7.
- 3!=6.
- P(3;0.00548)=60.99452⋅(1.64566×10−7)≈2.73×10−8.
Thus, the probability of three breaks is approximately:
P(3;0.00548)≈2.73×10−8.
Conclusion
- The probability of a single cable break in the Baltic Sea on a given day is approximately:
P(1;0.00548)= 0.545%.
- The probability of three cable breaks in the Baltic Sea on the same day is about:
P(3; 0.00548) ≈ 2.73 × 10−8 (or approximately 1 in 36 million).