
Electrical Load Forecasting
Modeling and Model Construction
S.A. Soliman(Author)
Butterworth-Heinemann (Publisher)
Published on 26. May 2010
Book
Hardback
440 pages
978-0-12-381543-9 (ISBN)
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.
More details
Language
English
Place of publication
Woburn
United States
Publishing group
Elsevier - Health Sciences Division
Target group
Professional and scholarly
Power Engineers, Electrical Engineers, Energy Engineers, Energy Economist, Environmental Engineers, Mechanical Engineers, and Industrial Engineers
Dimensions
Height: 229 mm
Width: 152 mm
Weight
720 gr
ISBN-13
978-0-12-381543-9 (9780123815439)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Book
08/2016
Butterworth-Heinemann
€137.42
Shipment within 15-20 days

E-Book
05/2010
Butterworth-Heinemann
€111.00
Available for download
Person
Author
Associate Dean and Chairman of Electrical Engineering Department, Misr University for Science and Technology (MUST), Egypt
Content
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