| Description |
1 online resource (xix, 414 pages) : illustrations |
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text txt rdacontent |
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computer c rdamedia |
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online resource cr rdacarrier |
| Summary |
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. |
| 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 |
Print version record. |
| Language |
English. |
| Subject |
Electric power-plants -- Load -- Forecasting -- Mathematics.
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Electric power systems -- Mathematical models.
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Electric power consumption -- Forecasting -- Mathematics.
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Centrales électriques -- Charge -- Prévision -- Mathématiques.
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Réseaux électriques (Énergie) -- Modèles mathématiques.
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TECHNOLOGY & ENGINEERING -- Power Resources -- Electrical.
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Electric power systems -- Mathematical models
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| Indexed Term |
elektrische kracht |
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electric power |
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voorspellingen |
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forecasts |
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modellen |
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models |
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Software, Application Programs |
| Added Author |
Alkandari, Ahmad M.
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| Other Form: |
Print version: Soliman, S.A. Electrical load forecasting. Burlington, MA : Butterworth-Heinemann, ©2010 9780123815439 0123815436 (DLC) 2009048799 (OCoLC)488731156 |
| ISBN |
9780123815446 (electronic bk.) |
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0123815444 (electronic bk.) |
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9780123815439 |
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0123815436 |
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9781856180207 |
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1856180204 |
| Standard No. |
AU@ 000045006627 |
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AU@ 000045963978 |
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AU@ 000049074049 |
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CDX 11442958 |
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CHNEW 001009686 |
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DEBBG BV039827191 |
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DEBBG BV042314423 |
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DEBSZ 35296183X |
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DEBSZ 372884229 |
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DEBSZ 399118330 |
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DEBSZ 430881487 |
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NZ1 13377488 |
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NZ1 13447621 |
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NZ1 15194686 |
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NZ1 15620327 |
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AU@ 000072975262 |
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