Expert System Lab detailed syllabus scheme for Instrumentation Engineering (IS), 2019 regulation has been taken from the MU official website and presented for the Bachelor of Engineering students. For Course Code, Course Title, Test 1, Test 2, Avg, End Sem Exam, Team Work, Practical, Oral, Total, and other information, do visit full semester subjects post given below.
For 8th Sem Scheme of Instrumentation Engineering (IS), 2019 Pattern, do visit IS 8th Sem Scheme, 2019 Pattern. For the Department Level Optional Course Lab-4 scheme of 8th Sem 2019 regulation, refer to IS 8th Sem Department Level Optional Course Lab-4 Scheme 2019 Pattern. The detail syllabus for expert system lab is as follows.
Expert System Lab Syllabus for Instrumentation Engineering BE 8th Sem 2019 Pattern Mumbai University
Course Objectives:
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Course Outcomes:
The students will able to
- Identify various networks and learning algorithms in artificial neural network.
- Define Fuzzy set, rules and membership function and also defuzzification for a given problem. 3.Identify areas of application for Expert Systems.
- Apply the concepts of ANN and Fuzzy Logic in solving engineering problems and implementing controllers.
- Discuss various concepts of Genetic Algorithm 6.Identify various hybrid control strategies.
List of Laboratory Experiments/ Assignments:
- Example for Perceptron learning CO1
- Multilayer Feedforward neural networks CO1
- Hopfield model for pattern storage task CO1
- Solution to travelling salesman problem using ANN CO1
- Temperature controller using Fuzzy logic CO2
- Washing machine control using Fuzzy logic CO2
- Design of PID control using ANN and Fuzzy Toolbox. CO4
- Assignment on Expert systems CO3
- Assignment on Expert Systems CO3
- Assignment on Genetic algorithm CO5
- Assignment on Hybrid control schemes CO6
Any other additional experiments/assignments based on syllabus which will help students to understand topic/concept. Practical/Oral Examination: Oral examination will be based on entire syllabus. Term Work Term work shall consist of minimum four experiments and four assignments. The distribution of marks for term work shall be as follows: Laboratory work (Experiments/assignments) : 10 Marks Laboratory work (programs / journal. : 10 Marks Attendance : 5 Marks The final certification and acceptance of term work ensures the satisfactory performance of Laboratory work and minimum passing in the term work.
For detail Syllabus of all subjects of Instrumentation Engineering (IS) 8th Sem 2019 regulation, visit IS 8th Sem Subjects of 2019 Pattern.