Ramos, Nuno M.M.
Application of Data Mining Techniques in the Analysis of Indoor Hygrothermal Conditions [electronic resource] / by Nuno M.M. Ramos, Jo�ao M.P.Q. Delgado, Ricardo M.S.F. Almeida, Maria L. Sim�oes, Sofia Manuel. - 1st ed. 2016. - X, 48 p. 21 illus., 2 illus. in color. online resource. - SpringerBriefs in Applied Sciences and Technology, 2191-530X . - SpringerBriefs in Applied Sciences and Technology, .
Introduction -- Indoor hygrothermal conditions -- Data mining techniques -- Case Study -- Application of data mining techniques -- Conclusions.
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.
9783319222943
10.1007/978-3-319-22294-3 doi
Engineering.
Data mining.
Building repair.
Buildings--Repair and reconstruction.
Structural materials.
Engineering.
Building Repair and Maintenance.
Structural Materials.
Data Mining and Knowledge Discovery.
TH3301-3411
690.24
Application of Data Mining Techniques in the Analysis of Indoor Hygrothermal Conditions [electronic resource] / by Nuno M.M. Ramos, Jo�ao M.P.Q. Delgado, Ricardo M.S.F. Almeida, Maria L. Sim�oes, Sofia Manuel. - 1st ed. 2016. - X, 48 p. 21 illus., 2 illus. in color. online resource. - SpringerBriefs in Applied Sciences and Technology, 2191-530X . - SpringerBriefs in Applied Sciences and Technology, .
Introduction -- Indoor hygrothermal conditions -- Data mining techniques -- Case Study -- Application of data mining techniques -- Conclusions.
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.
9783319222943
10.1007/978-3-319-22294-3 doi
Engineering.
Data mining.
Building repair.
Buildings--Repair and reconstruction.
Structural materials.
Engineering.
Building Repair and Maintenance.
Structural Materials.
Data Mining and Knowledge Discovery.
TH3301-3411
690.24