Electrical Load Forecasting - 1st Edition - ISBN: 9780123815439, 9780123815446

Electrical Load Forecasting

1st Edition

Modeling and Model Construction

Authors: S.A. Soliman
eBook ISBN: 9780123815446
Hardcover ISBN: 9780123815439
Paperback ISBN: 9780128102213
Imprint: Butterworth-Heinemann
Published Date: 13th April 2010
Page Count: 440
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Description

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.

Key Features

  • 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

Readership

Power Engineers, Electrical Engineers, Energy Engineers, Energy Economist, Environmental Engineers, Mechanical Engineers, and Industrial Engineers

Table of Contents

1. State of the Art
2. Static State Estimation
3. Short Term Load Forecasting Models
4. Fuzzy Systems and Fuzzy linear Regression
5. Dynamic State Estimation
6. Load Forecasting Computational Results: Static State Estimation
7. Load Forecasting Computational Results Fuzzy Linear Regression
8. Dynamic Electric Load Forecasting

Details

No. of pages:
440
Language:
English
Copyright:
© Butterworth-Heinemann 2010
Published:
Imprint:
Butterworth-Heinemann
eBook ISBN:
9780123815446
Hardcover ISBN:
9780123815439
Paperback ISBN:
9780128102213

About the Author

S.A. Soliman

Affiliations and Expertise

Associate Dean and Chairman of Electrical Engineering Department, Misr University for Science and Technology (MUST), Egypt