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Berg, J B, Thuesen, C, Ernstsen, S K and Jensen, P A (2021) Reconfiguring the construction value chain: analysing key sources of friction in the business model archetypes of AEC companies in strategic partnerships. Construction Management and Economics, 39(06), 533–48.

Crawford, R H and Pullen, S (2011) Life cycle water analysis of a residential building and its occupants. Building Research & Information, 39(06), 589–602.

Ershadi, M, Jefferies, M, Davis, P and Mojtahedi, M (2021) Project management offices in the construction industry: a literature review and qualitative synthesis of success variables. Construction Management and Economics, 39(06), 493–512.

Forster, A M, Carter, K, Banfill, P F G and Kayan, B (2011) Green maintenance for historic masonry buildings: an emerging concept. Building Research & Information, 39(06), 654–64.

Godoy-Shimizu, D, Armitage, P, Steemers, K and Chenvidyakarn, T (2011) Using Display Energy Certificates to quantify schools' energy consumption. Building Research & Information, 39(06), 535–52.

Jay, I and Bowen, P (2011) What residents value in low-cost housing schemes: some South African concepts. Building Research & Information, 39(06), 574–88.

Jensen, J S, Gottlieb, S C and Thuesen, C L (2011) Construction sector development: frames and governance responses. Building Research & Information, 39(06), 665–77.

Jeschke, K N, Waldorff, S B, Dyreborg, J, Kines, P and Ajslev, J Z N (2021) Complaining about occupational safety and health: a barrier for collaboration between managers and workers on construction sites. Construction Management and Economics, 39(06), 459–74.

Kordi, N E, Belayutham, S and Che Ibrahim, C K I (2021) Mapping of social sustainability attributes to stakeholders’ involvement in construction project life cycle. Construction Management and Economics, 39(06), 513–32.

Lucke, T and Beecham, S (2011) Field investigation of clogging in a permeable pavement system. Building Research & Information, 39(06), 603–15.

Pryke, S D, Zagkli, G and Kougia, I (2011) Resource provision ego-networks in small Greek construction firms. Building Research & Information, 39(06), 616–36.

Sigrid Nordby, A (2011) Carbon reductions and building regulations: the case of Norwegian mountain cabins. Building Research & Information, 39(06), 553–65.

Silva, A, Dias, J L, Gaspar, P L and de Brito, J (2011) Service life prediction models for exterior stone cladding. Building Research & Information, 39(06), 637–53.

  • Type: Journal Article
  • Keywords: artificial neural networks, buildings, degradation, durability, facades, maintenance, service life prediction, stone cladding
  • ISBN/ISSN: 0961-3218
  • URL: https://doi.org/10.1080/09613218.2011.617095
  • Abstract:
    The use of service life prediction tools can allow a more rational management of the maintenance of a building and its components by supporting reduced life cycle costs of constructed assets. A study was conducted to evaluate the degradation of facades of buildings located in Lisbon, Portugal, and in which visual in-situ inspections of 140 stone cladding facades were completed. Based on this information, different models were proposed to describe the degradation of masonry stone-clad buildings and a novel approach to predicting service life was developed. A description is provided for the use of artificial neural networks to predict the service life of stone cladding of the type that is directly adhered to a building substrate. With the use of artificial neural networks an analytical expression was established to estimate the degradation of this type of cladding system. The viability of this method was then compared with other methods used for service life prediction including multiple linear regression and a graphical method. Some of the statistical parameters used to assess the performance of the various methods are described. Of these three methods, those variables that best explain the degradation of stone cladding, are identified: cladding age, distance from the sea, type of finish, and size of the stone plates.

Stafford, A (2011) Long-term monitoring and performance of ground source heat pumps. Building Research & Information, 39(06), 566–73.

Zhang, R P and Bowen, P (2021) Work-family role blurring and conflict among South African construction professionals. Construction Management and Economics, 39(06), 475–92.