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Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Course Overview
The Optimization in Chemical Engineering certification course is optimally designed towards learning the aspects and fundamentals that are included in the procedure of the field chemical engineering. The course provides a brief overview of the industry with its subcomponents and focuses on how much each component is essential to complete the one process employed in the respective field.
The purpose of this Optimization in Chemical Engineering training is to expose engineering students to automation techniques, with a focus on problems that occur in applications of chemical engineering. Both linear and nonlinear programming problems are included in the course. The fundamental principles of optimization and how to achieve a statistical description of the optimization problem are discussed in the first part of the course.
The second section of the course discusses various methods for solving certain problems that can be used to eventually solve them. Finally, it also addresses a collection of software methods to solve optimization problems. Upon satisfactory completion of this Optimization in Chemical Engineering certification, the student will be able to understand the core scientific concepts of optimization, articulate the problem of optimization, and choose the best method/solver for solving the problem of optimization.
The Highlights
Elective programming course
12-weeks Optimization in Chemical Engineering online course
Undergraduate level course
Categorised into chemical engineering and computational chemical engineering
Supported by industrial based sectors
Programme provided by Swayam
Certificate of completion by IIT Kharagpur and NPTEL
Programme Offerings
- case study
- Assignment
- assessment
- online learning
- audio lectures
- video lectures
- Online discussion forum
- Multimedia
- references
- Books
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 1000 | yes | IIT Kharagpur |
No Optimization in Chemical Engineering fees are involved with the individual training or curriculum, but if they wish to obtain the qualification at the completion of the course, applicants must pay the amount of Rs. 1000.
Optimization in Chemical Engineering fees details:
Fee category | Amount in rupees |
Programme fee | Free |
Certification fee | Rs. 1000 |
Eligibility Criteria
Education
The candidate should possess a good and strong background in the major of engineering mathematics and calculus in order to apply for the Optimization in Chemical Engineering certification course.
Certification qualifying details
In the internal submission of the best of eight tests out of the total, the applicant must score at least 25 percent as an aggregate score and must achieve at least 75 percent as an aggregate rating in the end-term paper to obtain the credential in form of Optimization in Chemical Engineering certification.
What you will learn
By the end of the completion of the Optimization in Chemical Engineering programme, the candidate will learn following topics:
The main and core elements that are included in the procedure of the effective models will be directed to the students.
Main working of optimisation and problem formulation get considered in the analytical learning of the candidate.
Candidates will differentiate between linear and nonlinear programming of Chemical Engineering course more effectively.
More focus will be on learning the unconstrained multi variables to study the different models more effectively.
Candidates can direct their analytical learning on the problem formulation modules.
More and more concentration will be on putting student’s interest towards problem formulation optimisation.
Candidates must be aware about the ongoing effects and challenges that the field of optimisation will suffer in the coming time period.
The difference between multi and single variable optimisation will be directed through the analytical and practical framework.
Who it is for
Following students can apply for the programme:
The student who studied engineering in any of these majors - chemical, agriculture, instrumentation, biochemical can apply for this course.
Admission Details
The process for enrolling in the Optimization in Chemical Engineering online course is as follows:
Step 1: Stroll to the site https://onlinecourses.nptel.ac.in/noc23_ch22/preview and run over the entire course structure.
Step 2: Getting registered with the Swayam web portal is the next step.
Step 3: Second, sign in with the account of the candidate concerned.
Step 4: Click the "join" button for the applicant to join the course later on.
Step 5: The applicant is enrolled in the course in consideration.
The Syllabus
Introduction to Optimization
- Statement of optimization problems
- Classification of optimization problems
- Examples from engineering applications
- Review of linear algebra
Optimization Problem Formulation
- Models for optimization
- Optimization problems in chemical/biochemical engineering
Basic Concepts of Optimization – I
- Continuity of functions
- Unimodal and multimodal functions
- Optimality
- Criteria for unconstrained single variable functions)
Basic Concepts of Optimization – II
- Optimality criteria for unconstrained multivariable functions
- Equality constrained problems
- Lagrange multipliers
- Kuhn Tucker conditions
Unconstrained Single Variable Optimization
- Methods and Applications
- Region elimination methods
- Methods requiring derivatives
- Newton-Raphson method
- Bisection method
- Secant method
Unconstrained Multivariable Optimization
- Direct Search Methods
- Simplex method
- Hooke-Jeeves pattern search method
- Powell’s conjugate direction method
Unconstrained Multivariable Optimization
- Gradient Based Methods
- Cauchy’s method
- Newton’s method
- Marquardt method
Introduction to Linear Programming
- Formulation of linear programming models
- Graphical solution
- Linear programs in standard form
Linear Programming
- The Simplex Method
- Simplex method
- Use of artificial variables
- Two phase method
Constrained Nonlinear Programming
- Penalty function method
- Lagrange multiplier method
Applications of Optimization
- Optimization of various chemical and biochemical processes
- MATLAB
Software Tools for Optimization
- MS Excel Solver
Evaluation process
The layout of the credential clearing tests is simplified into two distinct levels. The applicant must submit internal tests in a timely way and must appear for the end-term paper in order to clear the qualification of the last portion of the Optimization in Chemical Engineering programme.
Instructors
IIT Kharagpur Frequently Asked Questions (FAQ's)
The applicant needs to pay for the qualification fees through the online mode.
The project's primary learning result is that applicants can concentrate more efficiently on the central elements that play a crucial role in the functioning of the concepts of optimization process.
This course is a curriculum of central, elective and undergraduate level study.
By downloading the Swayam application and getting into the course for recorded lectures, the applicant can get entry.
The applicant must pay Rs. 1000 for this software to be registered for the qualification.
No, the course is strictly available in English only.
Yes, industrial assistance is offered by the respective major companies in the same sector for this respective programme.
The course can be taken by applying for it via the Swayam portal itself.
Continuing successful problems in the respective area are the main feature of the reference implementation, with the applicant relying more on it.
For this course, students who have studied engineering in each of these majors - chemical, agricultural, instrumentation, biochemical - may apply.
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