Pune University BE Production Engineering Intelligent Manufacturing System Question Papers

B.E. (Production Engineering) INTELLIGENT MANUFACTURING SYSTEM (2008 Pattern)

(Elective – IV) (Semester – II)

Time :3 Hours]                                                                                                                                                                                                    [Max. Marks :100

Instructions to the candidates:-

1)                        Answer any three questions from each section.

2)                         Answers to the two sections should be written in separate books.

3)                         Neat diagrams must be drawn wherever necessary.

4)                          Figures to the right indicate full marks.

5)                           Use of electronic pocket calculator is allowed.

6)                        Assume suitable data, if necessary.

SECTION – I

Q1) a) Explain with neat sketch the structure and functional areas of CIM system [8]

b) What are the major functions of each of the following?                                                                      [10]

i)              Computer aided design system.

ii)            Computer aided manufacturing system.

iii)         Computer aided quality control system.

iv)         Automated storage and retrieval system.

OR

Q2) a) Explain the role of CIM in manufacturing industries?                                       [8]

b)        Explain in brief the nature and role of the elements of CIM system. [10]

Q3) a) Distinguish between ‘Artificial Intelligence’ and ‘Artificial Technique’? Explain in brief different AI Techniques.                                                     [8]

b)           What is an intelligent manufacturing system? Explain the structure and components of an intelligent manufacturing system?                                                            [8]

OR

Q4) a) Develop the taxonomy of pioneering works in AI?                                            [8]

b) What is intelligence? Explain its characteristics?                                                                                       [8]

Q5) a) Explain in detail the basic architecture of an expert system?                           [8]

b)           Discuss various approaches and issues in knowledge representation along with various problems in representing knowledge.                                                            [8]

 

Q6) a) Explain forward and backward chaining search strategy with an example. [8]

b)        Explain the importance of expert systems in modern automated manufacturing environment along with limitations?                                                                         [8]

SECTION – II

Q7) a) What is machine learning? Explain in brief the applications of machine learning in manufacturing?                                                                                                   [8]

b)        Distinguish between artificial neural network and biological neural network? What are its applications in manufacturing?                                                                  [8]

OR

Q8) a) What are various ANN Learning Approaches? Explain any two of them? [8]

b) Explain in brief the back propagation technique?                                                                                        [8]

Q9) a) Explain the concept of group technology with an example?                 [8]

b)        Discuss the classification approach used in group technology. [8]

OR

Q10) Consider the following matrix formulation of the group technology problem. [16]

Part Number

 

1

2

3

4 5

6

7

8

1

1

 

1

 

1

 

1

2

1

     

1

   

3

 

1

 

1

   

1

4

1

 

1

 

1

   

5

         

1

 

6

 

1

 

1

   

1

7

     

1

   

1

8

1

     

1

   

9

   

1

   

1

 

10

 

1

     

1

 
 

 

Solve the problem by :

a)         Single linkage cluster analysis approach.

b)        Rank order cluster algorithm.

Q11) Explain with an example the steps involved in design of a knowledge based system for :

a)         Stamping die.                                                                                                   [10]

b)        Material selection.                                                                                             [8]

OR

Q12) Write a short note on any Two of the following :                                     [18]

a)        Knowledge based system for group technology.

b)        Group technology algorithms.

c)        Industrial applications of AI.

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