Advertisement

© 2016

Application of Data Mining Techniques in the Analysis of Indoor Hygrothermal Conditions

Benefits

  • Explores available methodologies for both conducting in-situ measurements and adequately explore the results

  • Involves a variety of scientific and engineering disciplines, such as building physics, probability and statistics and civil engineering

  • Offers a synthesis of the current state of knowledge for benefit of professional engineers and scientists

Book

Part of the SpringerBriefs in Applied Sciences and Technology book series (BRIEFSAPPLSCIENCES)

Table of contents

  1. Front Matter
    Pages i-x
  2. Nuno M. M. Ramos, João M. P. Q. Delgado, Ricardo M. S. F. Almeida, Maria L. Simões, Sofia Manuel
    Pages 1-3
  3. Nuno M. M. Ramos, João M. P. Q. Delgado, Ricardo M. S. F. Almeida, Maria L. Simões, Sofia Manuel
    Pages 5-12
  4. Nuno M. M. Ramos, João M. P. Q. Delgado, Ricardo M. S. F. Almeida, Maria L. Simões, Sofia Manuel
    Pages 13-30
  5. Nuno M. M. Ramos, João M. P. Q. Delgado, Ricardo M. S. F. Almeida, Maria L. Simões, Sofia Manuel
    Pages 31-36
  6. Nuno M. M. Ramos, João M. P. Q. Delgado, Ricardo M. S. F. Almeida, Maria L. Simões, Sofia Manuel
    Pages 37-45
  7. Nuno M. M. Ramos, João M. P. Q. Delgado, Ricardo M. S. F. Almeida, Maria L. Simões, Sofia Manuel
    Pages 47-48

About this book

Introduction

The main benefit of the book is that it explores available methodologies for both conducting in-situ measurements and adequately exploring the results, based on a case study that illustrates the benefits and difficulties of concurrent methodologies.

The case study corresponds to a set of 25 social housing dwellings where an extensive in situ measurement campaign was conducted. The dwellings are located in the same quarter of a city. Measurements included indoor temperature and relative humidity, with continuous log in different rooms of each dwelling, blower-door tests and complete outdoor conditions provided by a nearby weather station.

The book includes a variety of scientific and engineering disciplines, such as building physics, probability and statistics and civil engineering. It presents a synthesis of the current state of knowledge for benefit of professional engineers and scientists.

Keywords

Air permeability Data mining Statistical tools Hygrothermal comfort Indoor environment Multivariate analysis Outdoor conditions

Authors and affiliations

  1. 1.Department of Civil EngineeringUniversity of PortoPortoPortugal
  2. 2.Department of Civil EngineeringUniversity of PortoPortoPortugal
  3. 3.Department of Civil EngineeringPolytechnic Institute of ViseuViseuPortugal
  4. 4.Department of Civil EngineeringUniversity of PortoPortoPortugal
  5. 5.Department of Civil EngineeringUniversity of PortoPortoPortugal

Bibliographic information

  • Book Title Application of Data Mining Techniques in the Analysis of Indoor Hygrothermal Conditions
  • Authors Nuno M.M. Ramos
    João M.P.Q. Delgado
    Ricardo M.S.F. Almeida
    Maria L. Simões
    Sofia Manuel
  • Series Title SpringerBriefs in Applied Sciences and Technology
  • Series Abbreviated Title SpringerBriefs in Applied Sciences
  • DOI https://doi.org/10.1007/978-3-319-22294-3
  • Copyright Information The Author(s) 2016
  • Publisher Name Springer, Cham
  • eBook Packages Engineering Engineering (R0)
  • Softcover ISBN 978-3-319-22293-6
  • eBook ISBN 978-3-319-22294-3
  • Series ISSN 2191-530X
  • Series E-ISSN 2191-5318
  • Edition Number 1
  • Number of Pages X, 48
  • Number of Illustrations 19 b/w illustrations, 2 illustrations in colour
  • Topics Building Repair and Maintenance
    Structural Materials
    Data Mining and Knowledge Discovery
  • Buy this book on publisher's site