Operational research Questions.

operation research answer theses question Problem # 1 (10 points) Parts arrive for packaging at a Poisson rate of 30/hour. The time required for packaging is normally distributed with a mean of 3 minutes and a standard deviation of 1 minute. If the system operates as an Erlang loss system, how many stations should be provided in order to have no greater than 5% loss? Problem # 2 (10 points) An accumulation conveyor is to be provided at a workstation. When the conveyor is full, parts are diverted to another area for processing. Parts arrive at a Poisson rate of 2.0 /minute. The time required to process a part at the workstation is exponentially distributed with a mean of 18 seconds per part. It is desired to provide an accumulation line sufficiently long such that less than 1% of the arriving parts will be diverted to another area of processing. What is the minimum number of waiting spaces that will satisfy the objective? WW Consider a distribution center that uses a fleet of six battery-powered automated guided vehicles for material delivery. Due to the wide variety of demands placed on the AGV, the life of a battery, before recharging is required, is a random variable. Suppose the time from recharging a battery for an AGV until it requires recharging again is exponentially distributed with a mean value of 10 hours. Also, suppose the AGV is idle during battery recharging. Finally, suppose the time required to recharge a battery is also exponentially distributed with mean of 2 hours. There are two battery-recharging stations, and the distribution center operated 24 hours/ day and seven days per week. a) Determine the probability of at least one battery recharging station being idle. b) Determine the average number of AGVs waiting to be recharged. Problem # 4 (5 points} Discuss the different assumptions of open and closed queuing network models. Confronted with a real system, what factors would determine which modeling approach to use? Problem # 5 (10 points) Three prospective designs are under consideration for a manufacturing cell. The first uses 3 parallel machines each with service rate p, a common queue, and total arrival rate A. The second option uses the same machines but has a separate queue for each machine. Arriving part batches will be randomly assigned to a machine. The third configuration consists of one fast machine, which serves at the rate of 3 p. Ignoring the capital and operating costs, which system has the lowest throughput time and WIP levels? You may assume inter-arrival and service times are exponential and let p: 5 and A: 10. Problem # 6 (10 points) A job shop has three types of machines; two mills, one drill press, and one surface grinder. Orders arrive to the shop at a rate of 2 per day. About 60% of these go to milling first. The other 40% start at the drill. One half of the drilling jobs go next to milling, whereas the other one half leave the system. Thirty percent of jobs being milled are sent for grinding, and the others leave the shop. Jobs always leave the system after grinding. Operation times are exponentially distributed, averaging one day per job for milling, drilling, and grinding. Find the average number ofjobs in the system. Problem # 7 (10 points) Four doctors work in a hospital emergency room that handles three types of patients. The time a doctor spends with each type of patient is exponentially distributed, with a mean of 15 minutes. Interarrival times for each customer type are exponential, with the average number of arrivals per hour for each patient type being as follows: type 1, 3 patients; type 2, 5 patients; type 3, 3 patients. Assume that type 1 patients have the highest priority, and type 3 patients have the lowest priority (no preemption is allowed). What is the average length of time that each type of patient must wait before seeing a doctor?

by admin3 · August 5, 2015

operation research

answer theses question

Problem # 1 (10 points)

Parts arrive for packaging at a Poisson rate of 30/hour. The time required for

packaging is normally distributed with a mean of 3 minutes and a standard

deviation of 1 minute. If the system operates as an Erlang loss system, how

many stations should be provided in order to have no greater than 5%

loss?

Problem # 2 (10 points)

An accumulation conveyor is to be provided at a workstation. When the

conveyor is full, parts are diverted to another area for processing. Parts arrive at

a Poisson rate of 2.0 /minute. The time required to process a part at the

workstation is exponentially distributed with a mean of 18 seconds per part. It is

desired to provide an accumulation line sufficiently long such that less than 1% of

the arriving parts will be diverted to another area of processing. What is the

minimum number of waiting spaces that will satisfy the objective?

WW

Consider a distribution center that uses a fleet of six battery-powered automated

guided vehicles for material delivery. Due to the wide variety of demands placed

on the AGV, the life of a battery, before recharging is required, is a random

variable. Suppose the time from recharging a battery for an AGV until it requires

recharging again is exponentially distributed with a mean value of 10 hours. Also,

suppose the AGV is idle during battery recharging. Finally, suppose the time

required to recharge a battery is also exponentially distributed with mean of 2

hours. There are two battery-recharging stations, and the distribution center

operated 24 hours/ day and seven days per week.

a) Determine the probability of at least one battery recharging station

being idle.

b) Determine the average number of AGVs waiting to be recharged.

Problem # 4 (5 points}

Discuss the different assumptions of open and closed queuing network models.

Confronted with a real system, what factors would determine which modeling

approach to use?

Problem # 5 (10 points)

Three prospective designs are under consideration for a manufacturing cell. The

first uses 3 parallel machines each with service rate p, a common queue, and

total arrival rate A. The second option uses the same machines but has a

separate queue for each machine. Arriving part batches will be randomly

assigned to a machine. The third configuration consists of one fast machine,

which serves at the rate of 3 p. Ignoring the capital and operating costs, which

system has the lowest throughput time and WIP levels? You may assume

inter-arrival and service times are exponential and let p: 5 and A: 10.

Problem # 6 (10 points)

A job shop has three types of machines; two mills, one drill press, and one

surface grinder. Orders arrive to the shop at a rate of 2 per day. About 60% of

these go to milling first. The other 40% start at the drill. One half of the drilling

jobs go next to milling, whereas the other one half leave the system. Thirty

percent of jobs being milled are sent for grinding, and the others leave the shop.

Jobs always leave the system after grinding. Operation times are exponentially

distributed, averaging one day per job for milling, drilling, and grinding. Find the

average number ofjobs in the system.

Problem # 7 (10 points)

Four doctors work in a hospital emergency room that handles three types of

patients. The time a doctor spends with each type of patient is exponentially

distributed, with a mean of 15 minutes. Interarrival times for each customer type

are exponential, with the average number of arrivals per hour for each patient

type being as follows: type 1, 3 patients; type 2, 5 patients; type 3, 3 patients.

Assume that type 1 patients have the highest priority, and type 3 patients have

the lowest priority (no preemption is allowed). What is the average length of

time that each type of patient must wait before seeing a doctor?