Electrical Load Forecasting: Modeling and Model Construction

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S.A. Soliman (Associate Dean and Chairman of Electrical Engineering Department, Misr University for Science and Technology (MUST), Egypt) Ahmad Mohammad Al-Kandari

Electrical Load Forecasting

Modeling and Model Construction

S.A. Soliman (Associate Dean and Chairman of Electrical Engineering Department, Misr University for Science and Technology (MUST), Egypt), Ahmad Mohammad Al-Kandari

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English

Butterworth-Heinemann Inc
19 August 2016

Economic forecasting; Energy industries & utilities; Mathematical logic

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.

By: S.A. Soliman (Associate Dean and Chairman of Electrical Engineering Department Misr University for Science and Technology (MUST) Egypt), Ahmad Mohammad Al-Kandari
Imprint: Butterworth-Heinemann Inc
Country of Publication: United States [Currently unable to ship to USA: see Shipping Info]
Dimensions: Height: 229mm, Width: 152mm, Spine: 25mm
Weight: 700g
ISBN: 9780128102213
ISBN 10: 0128102217
Pages: 440
Publication Date: 19 August 2016
Audience: Professional and scholarly , Undergraduate
Format: Paperback
Publisher's Status: Active

1. State of the Art2. Static State Estimation3. Short Term Load Forecasting Models4. Fuzzy Systems and Fuzzy linear Regression5. Dynamic State Estimation6. Load Forecasting Computational Results: Static State Estimation7. Load Forecasting Computational Results Fuzzy Linear Regression8. Dynamic Electric Load Forecasting