Time-series modeling of moisture exposure on timber structures
(2007) In Building and Environment 42(3). p.1515-1521- Abstract
- This paper presents a methodology with the purpose of modeling and simulating outdoor temperature and relative humidity (vapor concentration) related to moisture exposure on timber structures. The methodology is based on time-series analysis with recorded meteorological data used as input. In situations where recorded data is missing or consists of limited sequences, this methodology offers the possibility to use synthetic data instead. It was found that temperature and vapor concentration could be modeled by a combination of deterministic functions and stochastic processes, which consider the dynamics of the climate, including slow seasonal variations and fast daily changes. Specifically, a model for temperature and vapor concentration in... (More)
- This paper presents a methodology with the purpose of modeling and simulating outdoor temperature and relative humidity (vapor concentration) related to moisture exposure on timber structures. The methodology is based on time-series analysis with recorded meteorological data used as input. In situations where recorded data is missing or consists of limited sequences, this methodology offers the possibility to use synthetic data instead. It was found that temperature and vapor concentration could be modeled by a combination of deterministic functions and stochastic processes, which consider the dynamics of the climate, including slow seasonal variations and fast daily changes. Specifically, a model for temperature and vapor concentration in Stockholm, Sweden, is presented together with simulation results. It is shown that the model produces simulated sequences with statistical properties close to the real recorded ones. (c) 2006 Elsevier Ltd. All rights reserved. (Less)
Please use this url to cite or link to this publication:
https://lup.lub.lu.se/record/680330
- author
- Häglund, Martin LU ; Isaksson, Tord LU and Holst, Jan LU
- organization
- publishing date
- 2007
- type
- Contribution to journal
- publication status
- published
- subject
- keywords
- structures, timber, time-series modeling, moisture exposure, stochastic process, temperature, relative humidity
- in
- Building and Environment
- volume
- 42
- issue
- 3
- pages
- 1515 - 1521
- publisher
- Elsevier
- external identifiers
-
- wos:000243121000056
- scopus:33751175204
- ISSN
- 1873-684X
- DOI
- 10.1016/j.buildenv.2005.12.025
- language
- English
- LU publication?
- yes
- id
- 3022eb8c-f1ba-46e7-a8f1-6b514077c01e (old id 680330)
- date added to LUP
- 2016-04-01 15:39:52
- date last changed
- 2022-01-28 06:27:33
@article{3022eb8c-f1ba-46e7-a8f1-6b514077c01e,
abstract = {{This paper presents a methodology with the purpose of modeling and simulating outdoor temperature and relative humidity (vapor concentration) related to moisture exposure on timber structures. The methodology is based on time-series analysis with recorded meteorological data used as input. In situations where recorded data is missing or consists of limited sequences, this methodology offers the possibility to use synthetic data instead. It was found that temperature and vapor concentration could be modeled by a combination of deterministic functions and stochastic processes, which consider the dynamics of the climate, including slow seasonal variations and fast daily changes. Specifically, a model for temperature and vapor concentration in Stockholm, Sweden, is presented together with simulation results. It is shown that the model produces simulated sequences with statistical properties close to the real recorded ones. (c) 2006 Elsevier Ltd. All rights reserved.}},
author = {{Häglund, Martin and Isaksson, Tord and Holst, Jan}},
issn = {{1873-684X}},
keywords = {{structures; timber; time-series modeling; moisture exposure; stochastic process; temperature; relative humidity}},
language = {{eng}},
number = {{3}},
pages = {{1515--1521}},
publisher = {{Elsevier}},
series = {{Building and Environment}},
title = {{Time-series modeling of moisture exposure on timber structures}},
url = {{http://dx.doi.org/10.1016/j.buildenv.2005.12.025}},
doi = {{10.1016/j.buildenv.2005.12.025}},
volume = {{42}},
year = {{2007}},
}