Electrical Load Forecasting: Modeling And Model Construction
by S.A. Soliman /
2010 / English / PDF
11 MB Download
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.
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
Step-by-step guide to model constructionConstruct, verify, and run short and long term models
Construct, verify, and run short and long term modelsAccurately evaluate load shape and pricing
Accurately evaluate load shape and pricingCreat regional specific electrical load models
Creat regional specific electrical load models