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Simulation of Business Systems: An Applied Approach

By Prof. Deepu Philip   |   IIT Kanpur
Learners enrolled: 42
The application of computer simulation to industrial settings is taught. The course will introduce the basic concepts of computation through modeling and simulation that are increasingly being used by architects, planners, and engineers to shorten design cycles, innovate new products, conduct process improvements, optimize system performance, and so on. Areas covered include system structure, system analysis, model construction, data collection, and computer simulation languages. The students will gain skills on scientific study of open ended business problems by designing a representative model, implementing the model, completing a verification and validation process of the model, conducting experiments with the model for establishing performance measures, reporting on the model in written form, and changing the model to reflect corrections and modifications to do alternative analysis.

INTENDED AUDIENCE : Students of all Engineering and Science disciplines.
PREREQUISITES : The student should have completed six semesters of UG Engineering or Science program.
INDUSTRY SUPPORT : Manufacturing companies: HAL, NAL, SAIL, ISRO, BHEL, L&T, BEL, BDL, TATA, DRDO, Automotive manufacturers, DELL, HP, Pharmaceuticals, Johnson & Johnson, Abbott, UPL, etc. Service Industries: Banks (SBI, UBI, HDFC, ICICI, Canara Bank, PNB, etc.), Hotels (Taj, Oberoi, Accor group (IBIS, NOVOTEL, PULLMAN), Holiday Inn, Leela Kempinski, etc., Shopping Malls, Airports (GMR, GVR, etc.), and so on.
Summary
Course Status : Upcoming
Course Type : Elective
Duration : 8 weeks
Start Date : 24 Jan 2022
End Date : 18 Mar 2022
Exam Date : 27 Mar 2022 IST
Category :
  • Management Studies
Credit Points : 2
Level : Undergraduate/Postgraduate



Course layout

Introduction to Simulation
Simulation and decision process
Complex systems
Introduction to Arena and SIMAN
Single server simulations
Monte Carlo simulations
Validation and verification of simulation models
Designing experiments using simulation 
Simulation of production shop systems
Sensitivity analysis using simulation
Alternative analysis
Service industry simulation
Call center simulation
Network simulation
Logistics simulation
Optimization of system using simulation

Books and references

1. Simulation Modeling and Analysis by Law & Kelton, Tata McGraw Hill
2. Simulation with Arena by Kelton, Sadowski & Sweats,  Tata McGraw Hill
3. Computer Simulation by Watson & Blackstone.
4. Numerical Analysis, Modelling and Simulation, Griffin Cook,  Larsen and Keller Education

Instructor bio

Prof. Deepu Philip

IIT Kanpur
Deepu Philip is a faculty of Industrial & Management Engg. Department and Design Programme of IIT Kanpur. He works in the area of Production and Operations, Systems Simulation, Product Life Cycle Management, Unmanned Aerial Systems, and Systems Engineering. He holds bachelor degree in Industrial Engineering with his doctorate in Industrial & Management Engineering from MSU Bozeman. He has both academic and industrial experience with leading organizations of the world. He has experience in designing and implementing complex system of systems in different fields including defense, aviation, fertilizer, strategic chemical plants, transportation, banking, automation, health care, energy, and communication.

Course certificate

The course is free to enroll and learn from. But if you want a certificate, you have to register and write the proctored exam conducted by us in person at any of the designated exam centres.
The exam is optional for a fee of Rs 1000/- (Rupees one thousand only).
Date and Time of Exams: 27 March 2022 Morning session 9am to 12 noon; Afternoon Session 2pm to 5pm.
Registration url: Announcements will be made when the registration form is open for registrations.
The online registration form has to be filled and the certification exam fee needs to be paid. More details will be made available when the exam registration form is published. If there are any changes, it will be mentioned then.
Please check the form for more details on the cities where the exams will be held, the conditions you agree to when you fill the form etc.

CRITERIA TO GET A CERTIFICATE

Average assignment score = 25% of average of best 6 assignments out of the total 8 assignments given in the course.
Exam score = 75% of the proctored certification exam score out of 100

Final score = Average assignment score + Exam score

YOU WILL BE ELIGIBLE FOR A CERTIFICATE ONLY IF AVERAGE ASSIGNMENT SCORE >=10/25 AND EXAM SCORE >= 30/75. If one of the 2 criteria is not met, you will not get the certificate even if the Final score >= 40/100.

Certificate will have your name, photograph and the score in the final exam with the breakup.It will have the logos of NPTEL and IIT Kanpur .It will be e-verifiable at nptel.ac.in/noc.

Only the e-certificate will be made available. Hard copies will not be dispatched.

Once again, thanks for your interest in our online courses and certification. Happy learning.

- NPTEL team


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