Lab Module 9 User-defined Statistics

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Presentation transcript:

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

Objectives 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

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

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

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

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

Video 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). Copyright © 2013 - Jeffrey S. Smith and Simio LLC | All Rights Reserved