# Statistics Performance Measures of Interests Excel Sheet

Complete the system  evolution table until you use up all the provided random numbers. The  conceptualization of such a model would follow the 8 steps described in  this document. You will then conduct a manual simulation of the  production system to learn the mechanics of the discrete event  simulation process.  Fill out the attached simulation progress chart and  report on the statistics as described in the document.

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Operations Analytics – Assignment #2
1
Assume that your simulation model has been built and it has generated the following random
numbers for part inter-arrival and machine processing times. Track the evolution of the
system using the Excel chart/diagram uploaded in Moodle. Assume that the first part arrives
at time 0. The first two rows have been filled in for you. You must use the random numbers
in each column in order from top to bottom. The random numbers that have already been
used are crossed out. Continue to working on the system evolution until you are out of
random numbers for machine processing times.
When describing the system state, use P1, P2 … to indicate arriving parts to the system that
are in the queue and machines (i.e. P1 is the first arriving part, P2 is the second arriving part
etc.). Write the letter “B” next to a part at M1 if it is blocked; otherwise no letter next to M1
indicates there is no blockage (i.e. M1 is processing). The items in the event calendar do not
need to be listed in chronological order.
Report on the system performance measures below in the chart:
1) M1 usage time so far
2) M2 usage time so far
3) Time for exiting parts
4) Number of exiting parts
2
Evolution of System
Time
Scheduled Events
0
Arrival (P1)
1.3
1.9
Conditional Event(s)
M1 starts
System State Immed
Queue 1 (infinite cap
M2 starts
Queue 1 (infinite cap
M1 starts
Queue 1 (infinite cap
M1 Finishes
Arrival (P2)
Queue 1 (infinite cap
2.1
Arrival (P3)
M1 starts
2.7
Queue 1 (infinite cap
M1 Finishes
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Queue 1 (infinite cap
Operations Analytics – Assignment #2 Template
System State Immediately Following the Event
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 2 (cap. 2)
M2
P1
Queue 1 (infinite capacity)
M1
P1
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
P2
Queue 1 (infinite capacity)
M1
P3
Queue 1 (infinite capacity)
M2
P1
Queue 2 (cap. 2)
P2
M2
P1
M1
Queue 2 (cap. 2)
M2
P3
P2
P1
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Queue 1 (infinite capacity)
M1
Queue 2 (cap. 2)
M2
Event Calender (time, event)
(1.3, M1 finishes)
(1.9, Arrival)
(1.9, Arrival)
(3.3, M2 finishes)
(1.9+0.2=2.1, arrival)
(3.3, M2 finishes)
(1.9+0.8=2.7, M1 finishes)
(2.7, M1 finishes)
(3.3, M2 finishes)
(2.1+3.0=5.1, Arrival)
(3.3, M2 finishes)
(5.1, Arrival)
(2.7+3.7=6.4, M1 finishes)
Statistical Accumulators
M1 Usage Time: 0
M2 Usage Time: 0
Time for Exited Parts: 0
Number of Exits: 0
M1 Usage Time: 1.3
M2 Usage Time: 0
Time for Exited Parts: 0
Number of Exits: 0
M1 Usage Time: 1.3
M2 Usage Time: (1.9 – 1.3 = 0.6)
Time for Exited Parts: 0
Number of Exits: 0
M1 Usage Time: 1.3 + 0.2 = 1.5
M2 Usage Time: 0.6 + 0.2 = 0.8
Time for Exited Parts: 0
Number of Exits: 0
M1 Usage Time: 1.5 + (2.7 – 2.1) = 2.1
M2 Usage Time: 0.8 + (2.7-2.1) = 1.4
Time for Exited Parts: 0
Number of Exits: 0
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
M1 Usage Time:
M2 Usage Time:
Time for Exited Parts:
Number of Exits:
Time between part arrrivals
1.9
0.2
3.0
0.1
3.7
5.7
2.1
1.8
4.3
M1 Processing Time
1.3
0.8
3.7
2.3
0.7
5.0
2.8
4.3
1.5
M2 Processing Time
2.0
6.7
0.5
0.6
0.3
1.7
4.3
3.5
5.2

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