Important RGPV Question

EX- 802 (D) Application of AI in Electrical/Electronics Engg.

VIII Sem, EX

UNIT 1-Introduction-Models Of Neural Network

Q.1) Exploit the error correction learning in artificial intelligence with an appropriate example.

(RGPV May 2023)

Q.2) Compare Hebbian and Boltzmann learning and conclude which one is better and why?

(RGPV May 2023)

UNIT 2-Multilayer Perceptron Using Back Propagation Algorithm

Q.1) Exploit radial basis function network with its architecture.

(RGPV May 2023)

Q.2) Discuss the functional limit network with its architecture.

(RGPV May 2023)

Q.3) Discuss self-organizing maps with their appropriate examples and diagrams.

(RGPV May 2023)

UNIT 3-Fuzzy Versus Crisp, Fuzzy Sets, Membership Function

Q.1) Discuss the operations on fuzzy relations.

(RGPV May 2023)

Q.2) Explain the Fuzzy logic with an appropriate example.

(RGPV May 2023)

Q.3) Explain the fuzzy rule based system.

(RGPV May 2023)

UNIT 4-Encoding, Fitness Function, Reproduction Operators

Q.1) Discuss various types of genetic operator with suitable examples.

(RGPV May 2023)

Q.2) Explain Mutation operator and its application.

(RGPV May 2023)

UNIT 5-Load Forecasting, Load Flow Studies

Q.1) Explain the economic load dispatch with suitable example.

(RGPV May 2023)

Q.2) Discuss load frequency control. Also exploit on what parameters the load frequency control depends.

(RGPV May 2023)

Q.3) Explain how the stability for small signal system is achieved?

(RGPV May 2023)

Q.4) What is meant by Load Forecasting? Explain it.

(RGPV May 2023)

Q.5) Discuss the single and two area system.

(RGPV May 2023)

— Best of Luck for Exam —