Learning Simio Lab Series - Module 9: User defined Statistics

Learning Simio Lab Series - Module 9: User defined Statistics
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In this lab module, participants will continue their learning journey of basic Simio modeling and explore the use of user-defined statistics, output tally state, and add-on

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Slide1Learning Simio Lab SeriesLab Module 9 User-defined Statistics Copyright © 2013 - Jeffrey S. Smith and Simio LLC | All Rights Reserved 1

Slide2Objectives and Outline• Lab Objectives – Continue learning basic Simio modeling – Learn how to use Simio user-defined statistics (Output, Tally, State) – Learn how to use add-on processes and resource lists to implement a customized secondary- resource requirement • Lab Outline – Video 1 – Emergency Department Model – Video 2 – Adding User-defined Statistics – Video 3 - Adding User-defined Statistics  (cont.) – Video 4 – Assignments Copyright © 2013 - Jeffrey S. Smith and Simio LLC | All Rights Reserved 2

Slide3Video 1 – Emergency Department Model• Based on Model 9.1 • Focus on user-defined statistics – Tally Statistics – State Statistics – Output Statistics • Secondary Resources 3 Copyright © 2013 - Jeffrey S. Smith and Simio LLC | All Rights Reserved

Slide4Patient Flow and Doctor/Nurse RequirementsRoom Exam/Treatment Resource(s) Required Exam Room Doctor or Nurse, Doctor preferred Treatment  Room Doctor and Nurse Trauma  Room Doctor and (Nurse or Doctor, nurse preferred) 4 Copyright © 2013 - Jeffrey S. Smith and Simio LLC | All Rights Reserved Registration Exam Treatment Trauma Routine Moderate Severe Trauma Interested in: • Resource requirements (cost) • Rooms (Exam, Treatment, Trauma) • Doctors • Nurses • Patient waiting time (time before seeing the doctor/nurse)

Slide5Video 2 – Adding User-defined Statistics5 Copyright © 2013 - Jeffrey S. Smith and Simio LLC | All Rights Reserved Registration Exam Treatment Trauma Routine Moderate Severe Trauma

Slide6Video 3 – Adding User-defined Statistics  (cont.)6 Copyright © 2013 - Jeffrey S. Smith and Simio LLC | All Rights Reserved Registration Exam Treatment Trauma Routine Moderate Severe Trauma Cost = $2000 * Exam Capacity + $2500 * Treatment Capacity + $4000 * Trauma Capacity + $4000 * Nurse Capacity + $12000 * Doctor Capacity + $250 * Total Patient Waiting Hours

Slide7Video 4 – Assignments• Add a new user-defined statistic to track the number of non-urgent patients in the system. • Add a new user-defined statistic to measure  patient throughput .  Use this statistic to determine whether or not the system is stable (i.e., the system has sufficient resources to handle the patient load). • Add a new user-defined statistic for  patient satisfaction .  Define patient satisfaction as the proportion of Routine patients who wait less than or equal to 0.5 hours. • Create an experiment and try to find the best resource capacities (in terms of our cost function) subject to the constraint that patient satisfaction is at least 80% (and demonstrate that the system is stable using the throughput statistic). 7 Copyright © 2013 - Jeffrey S. Smith and Simio LLC | All Rights Reserved

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