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Automatic Learning Techniques in Power Systems

by Louis A. Wehenkel

  • ISBN: 9780792380689
  • ISBN10: 0792380681

Automatic Learning Techniques in Power Systems

by Louis A. Wehenkel

  • List Price: $249.99
  • Binding: Hardcover
  • Publisher: Kluwer Academic Pub
  • Publish date: 01/01/1998
  • ISBN: 9780792380689
  • ISBN10: 0792380681
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Description: List of Figures. List of Tables. Preface. 1. Introduction. Part 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. Part 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. Part III: Automatic Learning Applications in Power Systems. 13. Overview of Applications by Type. References. Index. Glossary.
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