دانلود کتاب Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing

Name: Data Mining and Machine Learning in Building Energy Analysis: Towards High Performance Computing
Availability: InStock
Author: Frédéric Magoules
ISBN: 9781848214224, 1848214227

by Frédéric Magoules, Hai-Xiang Zhao

عنوان فارسی: داده کاوی و یادگیری ماشین در تجزیه و تحلیل انرژی ساختمان : به سوی محاسبات با کارایی بالا
ناشر: Wiley-ISTE
سال: 2016
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 186-187
شابک: 9781848214224, 1848214227
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 2.00 مگابایت

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Focusing on up-to-date artificial intelligence models to solve building energy problems, Artificial Intelligence for Building Energy Analysis reviews recently developed models for solving these issues, including detailed and simplified engineering methods, statistical methods, and artificial intelligence methods. The text also simulates energy consumption profiles for single and multiple buildings. Based on these datasets, Support Vector Machine (SVM) models are trained and tested to do the prediction. Suitable for novice, intermediate, and advanced readers, this is a vital resource for building designers, engineers, and students