portada Predictive Modelling of Building Energy System (en Inglés)

Predictive Modelling of Building Energy System (en Inglés)

Formato

Libro Físico

Autor

Kangji Li

Wenping Xue

Editorial

LAP Lambert Academic Publishing

Idioma

Inglés

N° páginas

200

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x1.2 cm

Peso

0.30 kg.

ISBN13

9786203855418

Categorías

Ciencia, ingeniería y tecnología medioambientales

Predictive Modelling of Building Energy System (en Inglés)

Kangji Li (Autor) · Wenping Xue (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Predictive Modelling of Building Energy System (en Inglés)"

Building energy system modeling and energy usage prediction play an important role in fields of building energy management, power plants dispatch, and peak demand conflicting with grid security. Owing to the ease of use and adaptability of optimal solution seeking, data driven techniques have proved to be accurate and efficient tools for building and larger scale energy consumption prediction, and a large number of data-driven models were applied in the past two decades. In this book, the current research trends of energy use prediction are investigated and classified. Systematic introduction to the theoretical methods, basic steps and various application cases for building energy prediction is provided. Essential feature selection, over-fitting problem, and performance comparison is addressed. Several sets of real buildings' electricity usage data are collected for case studies including cases from energy prediction shooting organized by ASHRAE and cases from campus buildings in China and USA respectively.