Description 
1 online resource (xix, 414 p.) : ill. 
Summary 
Succinct and understandable, this book is a stepbystep guide to the mathematics and construction of Electrical Load Forecasting models. Written by one of the world's foremost experts on the subject, Short and Long Term Electrical Load Forecasting provides a brief discussion of algorithms, there advantages and disadvantages and when they are best utilized. Supported by an online computer program, this book online arrangement allows readers construct, validate, and run short and long term models. The book begins with a brief discussion algorithm, there advantages and disadvantages and when they are best utilized. 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. In this book, readers find reliable and easytouse techniques designed to improve their forecasting techniques and construct more accurate models. 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. Stepbystep 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. 
Contents 
State of the Art  Static State Estimation  Short Term Load Forecasting Models  Fuzzy Systems and Fuzzy linear Regression  Dynamic State Estimation  Load Forecasting Computational Results: Static State Estimation  Load Forecasting Computational Results Fuzzy Linear Regression  Dynamic Electric Load Forecasting. 
Bibliography 
Includes bibliographical references and index. 
Note 
Description based on print version record. 
Subject 
Electric powerplants  Load  Forecasting  Mathematics.


Electric power systems  Mathematical models.


Electric power consumption  Forecasting  Mathematics.


Electric power consumption. 

Electric power systems. 

Electric powerplants. 

Forecasting. 

Load. 

Mathematical models. 

Mathematics. 

Engineering. 

Electrical engineering. 

Environmental Studies. 
Added Author 
Alkandari, Ahmad M.

Related To 
Print version: Soliman, S.A. Electrical load forecasting. Burlington, MA : ButterworthHeinemann, c2010 9780123815439 0123815436 (DLC) 2009048799 (OCoLC)488731156 
Standard No. 
664571825 755760570 769365462 
ISBN 
9780123815439 

0123815436 

9780123815446 (electronic bk.) 

0123815444 (electronic bk.) 
