Electrical Load Forecasting: Modeling and Model Construction

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Название:Electrical Load Forecasting: Modeling and Model Construction

Автор: S.A. Soliman

Издательство: Butterworth-Heinemann

ISBN: 0123815436

Дата издания:2010-04-27

Страниц: 440

Язык:Английский

Формат:PDF

Размер: 11 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