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Test of Discrete Event Systems - 14.11.2016

Exercise 1

A manufacturing cell is composed of two one-place buffers B1 and B2 and one assembling machi- ne M , as shown in the figure.

M B1

B2

Arrivals of raw parts are generated by a Poisson process with rate 10 arrivals/hour. Arriving parts are of type 1 with probability p = 1/2 and of type 2 otherwise. Type 1 parts are stored in buffer B1, whereas type 2 parts are stored in buffer B2. An arriving part is rejected if the corresponding buffer is full. Machine M assembles one type 1 part and one type 2 part to make a finished product.

Assembling starts instantaneously as soon as parts of both types are available in the buffers and M is ready. Assembling times follow an exponential distribution with expected value 5 minutes.

The manufacturing cell is initially empty.

1. Model the manufacturing cell through a stochastic timed automaton (E, X , Γ, p, x0, F ).

2. Assume that M is working and both buffers are full. Compute the probability that the manufacturing cell is empty

(a) when a new part arrives;

(b) when a new part is accepted.

3. Compute the average state holding time when B1 is full, B2 is empty and M is working.

4. Assume that M is working and both buffers are full. Compute the probability that two products are finished within T = 10 minutes, and no arrival of type 1 parts occurs.

Exercise 2

Consider the stochastic timed automaton in the figure, where a and b are events whose lifetimes follow generic probability distributions, and the initial state is x0 = 0.

1. Given P (X2 = 1) = 5/8 and P (E2= a) = 1/3, compute the probability p(1|0, a).

b b

a

0 1

2

a a a

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2

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