Electrical Load Forecasting: Modeling and Model Construction

Other | May 26, 2010

byS.A. Soliman, S.a. Soliman, Ahmad Mohammad Al-Kandari

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Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of electrical load forecasting models. Written by one of the world’s foremost experts on the subject, Electrical Load Forecasting provides a brief discussion of algorithms, their advantages and disadvantages and when they are best utilized. The book begins with a good description of the basic theory and models needed to truly understand how the models are prepared so that they are not just blindly plugging and chugging numbers. This is followed by a clear and rigorous exposition of the statistical techniques and algorithms such as regression, neural networks, fuzzy logic, and expert systems. The book is also supported by an online computer program that allows readers to construct, validate, and run short and long term models.



  • Step-by-step guide to model construction
  • Construct, verify, and run short and long term models
  • Accurately evaluate load shape and pricing
  • Creat regional specific electrical load models

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From the Publisher

Succinct and understandable, this book is a step-by-step guide to the mathematics and construction of electrical load forecasting models. Written by one of the world’s foremost experts on the subject, Electrical Load Forecasting provides a brief discussion of algorithms, their advantages and disadvantages and when they are best utilize...

Format:OtherDimensions:440 pages, 1 × 1 × 1 inPublished:May 26, 2010Publisher:Elsevier ScienceLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0123815444

ISBN - 13:9780123815446

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Extra Content

Table of Contents

    Chapter one: State of the Art

      Chapter two: Static State Estimation

        Chapter three: Short Term Load Forecasting Models

          Chapter four: Fuzzy Systems and Fuzzy linear Regression

          Chapter five: Dynamic State Estimation

            Chapter Six: Load Forecasting Computational Results: Static State Estimation

            Chapter seven: Load Forecasting Computational Results Fuzzy Linear Regression

              Chapter eight: Dynamic Electric Load Forecasting