Electrical Load Forecasting: Modeling and Model Construction - Couverture souple

Soliman, S. A.

Couverture souple

ISBN 10 : 0128102217 ISBN 13 : 9780128102213

Editeur : Butterworth-Heinemann, 2016

Synopsis

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.

A propos du livre

Présentation de l'éditeur

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.

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

Détails de l'édition

• Éditeur: Butterworth-Heinemann
• Date d'édition: 2016
• Langue: anglais
• ISBN 10: 0128102217
• ISBN 13: 9780128102213
• Reliure: Broché
• Nombre de pages: 440
• Coordonnées du fabricant: non disponible
• Personne responsable: Barbara Criscuolo; b.criscuolo@lswr.it; ; Via Spadolini, 7; Milano; 20141; Italie