EX-802 (D) Application of AI in Electrical/Electronics Engg. Notes
5 notes for Application of AI in Electrical/Electronics Engg., unit by unit.
Notes for EX-802 (D)
- Unit 1 · Short notes Introduction Models of Neural Network – Architectures · Knowledge representation · Artificial Intelligence and Neural networks · Learning process · Error correction learning · Hebbian learning
- Unit 2 · Short notes Multi‑layer Perceptron Multi‑layer perceptron using Back propagation Algorithm · Self‑organizing Map · Radial Basis Function Network · Functional link network · Hopfield Network
- Unit 3 · Short notes Fuzzy Systems Fuzzy versus crisp · Fuzzy sets · Membership function · Basic Fuzzy set operations · Properties of Fuzzy sets · Fuzzy cartesian Product
- Unit 4 · Short notes Genetic Algorithms Encoding · Fitness Function · Reproduction operators · Genetic Modeling · Genetic operators · Crossover
- Unit 5 · Short notes Applications Load forecasting · Load flow studies · Economic load dispatch · Load frequency control · Single area system and two area system · Small Signal Stability (Dynamic stability)
More for EX-802 (D)
Other 8th semester EX subjects
- EX-801 Electrical Drives
- EX-802 (A) Power quality Problems and mitigation techniques
- EX-802 (B) Special Machine
- EX-802 (C) SCADA Systems & Applications
- EX-803 (A) Power Electronics Converters for Renewable Energy
- EX-803 (B) Environmental Issues, Policy, Standards & Regulations
- EX-803 (C) VLSI circuits and systems
- EX-803 (D) Data Analytics
- EX-803-A Power Electronics Converters for Renewable Energy
- EX-804 SIMULATION LAB
- EX-805 Major Project-II