Cover for Affine Arithmetic-based Methods for Uncertain Power System Analysis

Affine Arithmetic-based Methods for Uncertain Power System Analysis

Book2022

Authors:

Alfredo Vaccaro and Antonio Pepiciello

Affine Arithmetic-based Methods for Uncertain Power System Analysis

Book2022

 

Cover for Affine Arithmetic-based Methods for Uncertain Power System Analysis

Authors:

Alfredo Vaccaro and Antonio Pepiciello

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Affine Arithmetic-Based Methods for Uncertain Power System Analysis presents the unique properties and representative applications of Affine Arithmetic in power systems analysis, p ... read full description

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  2. Book chapterAbstract only

    Chapter 1 - Uncertainty management in power systems: State of the art and enabling methodologies

    Pages 1-8

  3. Book chapterAbstract only

    Chapter 2 - Elements of reliable computing: Theoretical foundations

    Pages 9-22

  4. Book chapterAbstract only

    Chapter 3 - Uncertain power flow analysis: Reliable enclosures of the power flow solutions

    Pages 23-47

  5. Book chapterAbstract only

    Chapter 4 - Uncertain optimal power flow analysis: Reliable solutions of constrained optimization problems

    Pages 49-64

  6. Book chapterAbstract only

    Chapter 5 - Unified AA-based solution of uncertain PF and OPF problems: Enabling computing frameworks

    Pages 65-79

  7. Book chapterAbstract only

    Chapter 6 - Uncertain power system reliability analysis: Reliable analysis of Markov Chains-based models

    Pages 81-92

  8. Book chapterAbstract only

    Chapter 7 - Uncertain analysis of multi-energy systems: Robust optimization of energy hubs operation

    Pages 93-104

  9. Book chapterAbstract only

    Chapter 8 - Enabling methodologies for reducing the computational burden in AA-based computing: PCA-based knowledge discovery paradigms

    Pages 105-122

  10. Book chapterAbstract only

    Chapter 9 - Uncertain voltage stability analysis by affine arithmetic: Reliable computing of voltage stability indexes

    Pages 123-133

  11. Book chapterAbstract only

    Chapter 10 - Reliable microgrids scheduling in the presence of data uncertainties: Robust optimization and affine arithmetic-based solutions

    Pages 135-144

  12. Book chapterNo access

    Index

    Pages 145-149

About the book

Description

Affine Arithmetic-Based Methods for Uncertain Power System Analysis presents the unique properties and representative applications of Affine Arithmetic in power systems analysis, particularly as they are deployed for reliability optimization. The work provides a comprehensive foundation in Affine Arithmetic necessary to understand the central computing paradigms that can be adopted for uncertain power flow and optimal power flow analyses. These paradigms are adapted and applied to case studies, which integrate benchmark test systems and full step-by-step procedure for implementation so that readers are able to replicate and modify. The work is presented with illustrative numerical examples and MATLAB computations.

Affine Arithmetic-Based Methods for Uncertain Power System Analysis presents the unique properties and representative applications of Affine Arithmetic in power systems analysis, particularly as they are deployed for reliability optimization. The work provides a comprehensive foundation in Affine Arithmetic necessary to understand the central computing paradigms that can be adopted for uncertain power flow and optimal power flow analyses. These paradigms are adapted and applied to case studies, which integrate benchmark test systems and full step-by-step procedure for implementation so that readers are able to replicate and modify. The work is presented with illustrative numerical examples and MATLAB computations.

Key Features

  • Provides a uniquely comprehensive review of affine arithmetic in both its core theoretical underpinnings and their developed applications to power system analysis
  • Details the exemplary benefits derived by the deployment of affine arithmetic methods for uncertainty handling in decision-making processes
  • Clarifies arithmetical complexity and eases the understanding of illustrative methodologies for researchers in both power system and decision-making fields
  • Provides a uniquely comprehensive review of affine arithmetic in both its core theoretical underpinnings and their developed applications to power system analysis
  • Details the exemplary benefits derived by the deployment of affine arithmetic methods for uncertainty handling in decision-making processes
  • Clarifies arithmetical complexity and eases the understanding of illustrative methodologies for researchers in both power system and decision-making fields

Details

ISBN

978-0-323-90502-2

Language

English

Published

2022

Copyright

Copyright © 2022 Elsevier Inc. All rights reserved.

Imprint

Elsevier

Authors

Alfredo Vaccaro

Antonio Pepiciello