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Electrical Load Forecasting - Modeling and Model Construction (Paperback)
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Electrical Load Forecasting - Modeling and Model Construction (Paperback)
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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, Electrical Load Forecasting provides a brief discussion of
algorithms, their advantages and disadvantages and when they are
best utilized. 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. 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. The book is also
supported by an online computer program that allows readers to
construct, validate, and run short and long term models.
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