Question: using Arena please and QM excel Multiple Server System Simulation You are an engineering manager in charge of a service center where customers arrive to
using Arena please and QM excel
Multiple Server System Simulation You are an engineering manager in charge of a service center where customers arrive to the center with an arrival rate i = 24 customer/hr. As shown in below figure, the service center has a single queue and 3 parallel service stations each with a service rate u= 10 customer/hr. Both inter-arrival and service times are exponentially distributed. Server 1 Arrival Queue Server 2 As an Engineering Manager of the service center, you decided to use the following five Key Performance Indicators (KPIs) to measure system performance: 1. Avg. customer waiting time 2. Avg. time a customer spends in the service center 3. Avg. number of customers waiting in the queue 4. Avg. number of customers in the service center 5. Avg. server utilization Based on the given information, you need to estimate the five KPIs for the service center in order to monitor and improve its performance. Procedure & Report: Start with a cover sheet with your name and student ID - Section 1: Problem description (given) Section 2: Use queuing formulas to estimate the 5 KPIs (show full calculations) Section 3: Use QM for Windows to estimate the 5 KPIs (Name the QM model with your name and show a screen shot your QM input and output) Section 4: Build an ARENA simulation model of the service center Name the ARENA model with your name Show a screen shot of details of each model element (Create Process, etc.) Show the complete model picture. Run the model for 40 hours (one week) of operation and obtain results report Study and understand all the elements of the simulation report and include the report of simulation results in the appendix. - Use the simulation results to estimate the averages of same 5 KPIs. Section 5: Compare QM to ARENA simulation results and show differences (Use a table to compare results). o What can you do to improve the accuracy of ARENA simulation results? Show the improved results after action taken. Use ARENA to sketch one server utilization with run time (40 hrs), what do you conclude? 2

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