Electrical load forecasting modeling and model construction

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, the...

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Bibliographic Details
Main Author: Soliman, S. A.
Other Authors: Alkandari, Ahmad M.
Format: eBook
Language: English
Published: Burlington, MA : Butterworth-Heinemann, ©2010.
Subjects:
Electric power-plants > Load > Forecasting > Mathematics.
Electric power systems > Mathematical models.
Electric power consumption > Forecasting > Mathematics.
elektronické knihy
electronic books
ISBN: 9780123815439
9780123815446
Physical Description: 1 online zdroj (xix, 414 pages) : illustrations

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Table of contents

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008 100623s2010 maua sb 001 0 eng d
020 |a 9780123815439 
020 |a 9780123815446  |q (ebook) 
035 |a (OCoLC)643053601  |z (OCoLC)664571825  |z (OCoLC)755760570  |z (OCoLC)769365462 
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100 1 |a Soliman, S. A. 
245 1 0 |a Electrical load forecasting  |h [elektronický zdroj] :  |b modeling and model construction /  |c Soliman Abdel-hady Soliman, Ahmad M. Al-Kandari. 
260 |a Burlington, MA :  |b Butterworth-Heinemann,  |c ©2010. 
300 |a 1 online zdroj (xix, 414 pages) :  |b illustrations 
336 |a text  |b txt  |2 rdacontent 
337 |a počítač  |b c  |2 rdamedia 
338 |a online zdroj  |b cr  |2 rdacarrier 
520 |a 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. 
505 0 |a 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. 
504 |a Includes bibliographical references and index. 
590 |a Knovel Library  |b ACADEMIC - Electrical & Power Engineering 
506 |a Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty univerzity 
650 0 |a Electric power-plants  |x Load  |x Forecasting  |x Mathematics. 
650 0 |a Electric power systems  |x Mathematical models. 
650 0 |a Electric power consumption  |x Forecasting  |x Mathematics. 
655 7 |a elektronické knihy  |7 fd186907  |2 czenas 
655 9 |a electronic books  |2 eczenas 
700 1 |a Alkandari, Ahmad M. 
776 0 8 |i Print version:  |a Soliman, S.A.  |t Electrical load forecasting.  |d Burlington, MA : Butterworth-Heinemann, ©2010  |z 9780123815439  |z 0123815436  |w (DLC) 2009048799  |w (OCoLC)488731156 
856 4 0 |u https://proxy.k.utb.cz/login?url=http://app.knovel.com/hotlink/toc/id:kpELFMMC04/electrical_load_forecasting__modeling_and_model_construction  |y Plný text 
992 |a BK  |c KNOVEL 
999 |c 78596  |d 78596 
993 |x NEPOSILAT  |y EIZ 

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