Electrical Load Forecasting: Modeling and Model Construction
Posted by Hamada Rageh on Sunday, January 9, 2011
S.A. Soliman, "Electrical Load Forecasting: Modeling and Model Construction"
Butterworth-Heinemann | 2010 | ISBN: 0123815436 | 440 pages | PDF | 5,9 MB
Butterworth-Heinemann | 2010 | ISBN: 0123815436 | 440 pages | PDF | 5,9 MB
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, 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
easy-to-use 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.
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
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