Topic outline

  • Welcome to Simulation and Modeling

    description

    • INSTRUCTOR:

      FATEMA TUJ JOHORA
      Office: Room # 704, AB-1
      Cell Number# +880 1315689508

      Email: fatema.cse@diu.edu.bd


    • Counselling Hour: Click to find out my Office Hour and Counselling Hour

    • Instructions/Guideline for the course:

        • All the students registered for this course have to enroll in Moodle
        • Students can find all the course materials from Moodle.
        • All the students have to submit the soft copy of their "Assignment" in Moodle under  assignment section created here and for this they will be graded here.
        • One discussion or feedback forum is created under each of the lecture. Students have to give their feedback on these forum and marks will be given for their feedback
        • Announcement regarding the class will be posted on Moodle. 
        • Quizzes and presentation may be held on face to face class and may be few of the class will be held on online (Moodle) and it will be announced before the class
        • The question pattern and the syllabus for the quizzes, midterm and final exam is given here under each of the section (quizzes, midterm and final)
        • There are midterm and final exam preparation forum under these sections where students can discuss with each other about their midterm and final exam syllabus, any problem regarding the exam etc.

      • Course Rationale:

        Simulation modeling solves real-world problems safely and efficiently. It provides an important method of analysis which is easily verified, communicated, and understood. Across industries and disciplines, simulation modeling provides valuable solutions by giving clear insights into complex systems.


      • Course Objectives:

        • To introduce with the various system simulation and modeling techniques, and highlight their applications.
        • To introduce modeling, design, simulation, planning, verification and validation in the areas of simulation.
        • To develop skills among the learners of system simulation.
        • To make them able to solve real world problems, which cannot be solved by mathematical approaches.

      •  Course Outcomes (CO's): 

        • CO1   Able to define the different modelling terms by analyzing the system or the data that is present.
        • CO2   Able to learn different mathematical model and their application in simulation.
        • CO3   Able to implement the model and from the results check for the correctness of the assumptions.
        • CO4   Able to analyse the outcomes and make predictions.

    • WELCOME MESSAGE

      WELCOME MESSAGE


      sd

      Welcome to the 2021 Fall Semester!

      I can’t wait to see all your smiling faces! I am here to support you every step of the way. I encourage you to make the best use of your time here. Remember to make it a great year, together we will make a remarkable journey.



      • NOTICE BOARD

        • INSTRUCTOR:

          FATEMA TUJ JOHORA
          Office: Room # 704, AB-1
          Cell Number# +880 1315689508

          Email: fatema.cse@diu.edu.bd


        • CLASS ROUTINE

          ROUTINE

        • QUIZ 

          Date: 1.11.2021

          Time: 2:30 PM

          Topic: Single Channel, Double Channel, and Telephony System

      • INPORTANT LINKS

      • FORUM AND DISCUSSIONS

      • CLASS RECORDINGS

      • This topic

        QUIZ

        Not available

      • ASSIGNMENT

      • Week-1

        • Lesson 1

          In this lesson we will discuss about Introduction to Simulation System, Appropriate tools, advantages and disadvantages of simulation.

               Lecture Content

        • Lesson 2 

          In this lesson we will discuss about Areas of application, System and system environment.

               Lecture Content 
          Expected Learning Outcome: 

          •         Appropriate tools, advantages and disadvantages of simulation, areas of application.


      • Week-2

        • Lesson 3

          In this lesson we will discuss about Components of a system, Discrete and continuous system, Model of a system, Types of models.

               Lecture Content

        • Lesson 4

          In this lesson we will discuss about Discrete event system simulation concepts, Steps in simulation study, flow diagram with description.

               Lecture Content

          Expected Learning Outcome: 

          •         System, Model, Discrete and continuous system, Types of model, components of a system.


      • Week-3

        • Lesson 5

          In this lesson we will discuss about Simulation of Queuing System: Three steps of simulation, calling population, system state, flow diagrams, and bar chart.


        • Lesson 6

          In this lesson, we will discuss the Single channel queuing problems with single sever with their utilization's.

               Lecture Content


          Expected Learning Outcome: 

          •         Three Basic Steps for simulation, Bar Chart, Mathematical implementation of simulation study.


      • Week-4

        • Lesson 7

          In this lesson we will discuss about The Able-Baker Carhop Problem with utilizations.

              Lecture Content

        • Lesson 8

          In this lesson we will discuss about Probability Distribution, and the types of Probability Distributions, Discrete Probability Distributions, Binomial Probability Distributions and how the distribution tables are generated. 

               Lecture Content

          Expected Learning Outcome:         

          •          Abel Baker Carhop Problem, Probability Distribution, Distribution Models, Discrete Probability Distributions, Binomial Probability.

      • Week-5

        • Lesson 9

          In this lesson we will discuss about Probability Distribution, specially Poisson distribution, and Normal Distribution.

               Lecture Content

              

        • Lesson 10

          In this lesson we will discuss about Simulation of a Telephone System, based on completeness, block and busyness of the system resources. And each call processing description with diagram.

               Lecture Content

               

          Expected Learning Outcome:

          •          State of a telephony system, attributes of telephone call, test carried out in connecting a call.


      • Week-6

        • Lesson 11 

          Review and practice lessons 1- 5.

          Class Recording 

             

               

        • Lesson 12 

          Review and practices on lesson 6 - 10.

               

      • Week 7

        • Lesson 13

          Review and practices on lesson 1- 5.

          Lesson 14

          Review and practices on lesson 6-10



      • Midterm survey of the course [just before midterm]

        • Midterm Survey of the Course

          Dear Student,

          Please help me improve the course by answering the following form to provide feedback about the course. Please try to make your answer as candid and specific as possible. This will help me to determine what steps can be taken to make your learning more effective.

          You will be asked to complete a different survey at the end of the semester. That will be used for the evaluation of teaching and content.


      • Week-8 to 9

        • Midterm Examination Week

        • Midterm Exam includes: 

          • Introduction to Simulation
          • System, Event and Simulation
          • Single Queue Server System
          • Multi Queue Server System
          • Probabilistic Distribution
          • Telephony System
          • Midterm Exam Guidelines

      • Week-10

        • Lesson 13

          In this lesson we will discuss about the basic concepts of an Inventory Systems and will explain how to model and simulate an Inventory Systems.

               Lecture Content

        • Lesson 14

          In this lesson we will discuss about the concepts of an Inventory Systems with an example - News dealers problem, and will simulate an order- up-to level inventory system. Where the product validation will expire in the same day of its manufacture. 

               Lecture Content


          Expected Learning Outcome: 

                  News dealers problem, Simulation of an order-up-to level inventory system.


      • Week-11

        • Lesson 15

          In this lesson we will discuss about the concepts of an Inventory Systems with another example – M,N inventory problem Concepts in Discrete Events. Where we have to find out the average ending inventory and the number of days where the shortage condition occurred. 

               Lecture Content

        • Lesson 16

          In this lesson we will discuss about the concepts of Reliability Problem with an example of Bearing problem with current-method/normal method (whenever one bearing fails will change it). 

               Lecture Content

          Expected Learning Outcome: 

                  Random digit assignments, Simulation table for inventory system, and reliability problem.


      • Week-12

        • Lesson 17

          In this lesson we will discuss about the concepts of Reliability Problem with an example of Bearing problem with proposal method (whenever one bearing fails need to change all the bearing or need to change the whole set of the bearing). 

               Lecture Content

                

        • Lesson 18

                  In this lesson we will discuss about the concepts of discrete event simulation with an example            of dump truck problem, Also talk about the construction of distribution tables and Simulation            table for dump truck simulation. The simulation will run until all the resources are utilized or              until a certain time elapse.

                         Lecture Content

                          


          Expected Learning Outcome: 

                  Event Scheduling, utilization, alternative method implementation and dump truck problem.


      • Week-13

        • Lesson 19

                   In this lesson we will discuss about the concepts of Petri Net with definition and origination,               solving firing of transitions using petri net mathematical equations, and executing state                       equation with the help of matrix and initial state. 

                           Lecture Content

        • Lesson 20

                  In this lesson we will discuss about some others interesting concepts of Petri Net like          M/M/1 Queue and liveness of a graph, and will executing them with the help of some          examples. 

                          Lecture Content


          Expected Learning Outcome: 

                  Discrete event simulation and understand basic of Petri net, understand event firing and                      resource allocation, M/M/1 queue.


      • Week-14

        • Lesson 23

                  In this lesson we will discuss about the concepts of discrete event simulation with an example            of dump truck problem, Also talk about the construction of distribution tables and Simulation            table for dump truck simulation. The simulation will run until all the resources are utilized or              until a certain time elapse.

                         Lecture Content

                          


          Expected Learning Outcome: 

                  Event Scheduling, utilization, alternative method implementation and dump truck problem.


        • Lesson 24

                  In this lesson we will discuss about the concepts of discrete event simulation with an example            of dump truck problem, Also talk about the construction of distribution tables and Simulation            table for dump truck simulation. The simulation will run until all the resources are utilized or              until a certain time elapse.

                         Lecture Content

                          


          Expected Learning Outcome: 

                  Event Scheduling, utilization, alternative method implementation and dump truck problem.


      • Course Survey

        • Final Exam Survey of the Course

          Dear Student,

          Please help me improve the course by answering the following form to provide feedback about the course. Please try to make your answer as candid and specific as possible. This will help me to determine what steps can be taken to make your learning more effective.

          You will be asked to complete a different survey at the end of the semester. That will be used for the evaluation of teaching and content.



      • Week-14

        • Final Examination Week

        • Final Exam includes: 

          • Simulation on Inventory System
          • Simulation on Reliability Problem
          • Simulation on Dump-Truck Problem
          • Petri Net

        • Final Exam Preparation:

          • Discuss with each other and find the problems regarding the upcoming midterm examination
          • Try to solve the problems of each other
          • Try to solve the previous semester questions
          • If you have any problems that you can not solve, then inform me and we will discuss them in the classroom
          • Final exam , Fall 2021 Guidelines