Automatic Learning Techniques in Power Systems
- List Price: $249.99
- Binding: Hardcover
- Publisher: Kluwer Academic Pub
- Publish date: 01/01/1998
Description:
1. Introduction.- 1.1 Historical perspective on automatic learning.- 1.2 An automatic learning tool-box.- I Automatic Learning Methods.- 2. Automatic Learning is Searching a Model Space.- 3. Statistical Methods.- 4. Artificial Neural Networks.- 5. Machine Learning.- 6. Auxiliary Tools and Hybrid Techniques.- II Application of Automatic Learning to Security Assessment.- 7. Framework for Applying Automatic Learning to DSA.- 8. Overview of Security Problems.- 9. Security Information Data Bases.- 10. A Sample of Real-Life Applications.- 11. Added Value of Automatic Learning.- 12. Future Orientations.- III Automatic Learning Applications in Power Systems.- 13. Overview of Applications by Type.- References.
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