Intelligent System Applications in Power Engineering

Released on by Loi Lei Lai
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  • Intelligent System Applications in Power Engineering Book Detail

  • Author : Loi Lei Lai
  • Release Date : 1998-09-16
  • Publisher : John Wiley & Sons
  • Genre : Computers
  • Pages : 298
  • ISBN 13 :
  • File Size : 95,95 MB
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Intelligent System Applications in Power Engineering by Loi Lei Lai PDF Summary

Book Description: Cutting-edge research indicates that evolutionary programming is set to emerge as the dominant optimisation technique in the fast-changing power industry. Combining theory and practice, Intelligent System Applications in Power Engineering capitalises on the potential of neural networks and evolutionary computation to resolve real-world power engineering problems such as load forecasting, power system operation and planning optimisation. Unlike existing optimisation methods, these novel computational intelligence techniques provide power utilities with innovative solutions for improved performance. Features include: Introduction to evolutionary programming and neural networks serving as a foundation for later discussion of the benefits of hybrid systems Practical application of evolutionary programming to reactive power planning and dispatch for speedy, cost-effective increases in transmission capacity plus generator parameter estimation Examination of economic dispatch, power flow control in FACTS and co-generation scheduling and fault diagnosis for HVDC systems and transformers Consideration of power frequency and harmonic evaluation to maximise supply quality Employment of distance protection, faulty section estimation and calculation of fault clearing time for transient stability assessment Graduate students in electric power engineering will value Lai?s broad coverage of the applications of evolutionary programming and neural networks in the field. This unique reference will be a boon to engineers, computer application specialists, consultants and utility managers wishing to understand the benefits intelligent systems can bring to the power industry.

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Power Engineering and Intelligent Systems

Power Engineering and Intelligent Systems

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The book presents a collection of the high-quality research articles in the field of power engineering, grid integration, energy management, soft computing, art