Building life-span prediction for life cycle assessment and life cycle cost using machine learning: A big data approach

The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

(2021) Davide Chicco et al.   PeerJ Computer Science

Life cycle greenhouse gas emission and cost analysis of prefabricated concrete building façade elements

(2020) Chunbo Zhang et al.   JOURNAL OF INDUSTRIAL ECOLOGY

Estimating Lifetimes and Stock Turnover Dynamics of Urban Residential Buildings in China

(2019) Wei Zhou et al.   Sustainability

Sustainability assessment of refurbishment vs. new constructions by means of LCA and durability-based estimations of buildings lifespans: A new approach

(2019) Beatriz Palacios-Munoz et al.   BUILDING AND ENVIRONMENT

Life cycle assessment and life cycle costing toward eco-efficiency concrete waste management in Malaysia

(2018) Chooi Mei Mah et al.   JOURNAL OF CLEANER PRODUCTION

Points of Significance: Statistics versus machine learning

(2018) Danilo Bzdok et al.   NATURE METHODS

Life cycle assessment (LCA) of building refurbishment: A literature review

(2017) Alberto Vilches et al.   ENERGY AND BUILDINGS

DEVELOPING A SYSTEMATIC APPROACH TO EVALUATE AND PREDICT BUILDING SERVICE LIFE

(2017) Chien-Jung CHEN et al.   Journal of Civil Engineering and Management

How important are realistic building lifespan assumptions for material stock and demolition waste accounts?

(2017) Alessio Miatto et al.   RESOURCES CONSERVATION AND RECYCLING

Expert system for predicting buildings service life under ISO 31000 standard. Application in architectural heritage

(2016) Andrés José Prieto Ibáñez et al.   JOURNAL OF CULTURAL HERITAGE

Life Cycle Assessment and Service Life Prediction

(2014) Aneurin Grant et al.   JOURNAL OF INDUSTRIAL ECOLOGY

Sustainability Life Cycle Cost Analysis of Roof Waterproofing Methods Considering LCCO2

(2013) Sangyong Kim et al.   Sustainability

Environmental impacts of the UK residential sector: Life cycle assessment of houses

(2012) Rosa M. Cuéllar-Franca et al.   BUILDING AND ENVIRONMENT

Impact of building service life models on life cycle assessment

(2012) Aneurin Grant et al.   BUILDING RESEARCH AND INFORMATION

Assessment of the environmental performance of buildings: A critical evaluation of the influence of technical building equipment on residential buildings

(2012) Alexander Passer et al.   INTERNATIONAL JOURNAL OF LIFE CYCLE ASSESSMENT

Life cycle assessment of the air emissions during building construction process: A case study in Hong Kong

(2012) Xiaoling Zhang et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Life-cycle assessment of a house with alternative exterior walls: Comparison of three impact assessment methods

(2011) Helena Monteiro et al.   ENERGY AND BUILDINGS

The environmental impact of the construction phase: An application to composite walls from a life cycle perspective

(2010) Oscar Ortiz et al.   RESOURCES CONSERVATION AND RECYCLING

Life cycle assessment in buildings: State-of-the-art and simplified LCA methodology as a complement for building certification

(2009) Ignacio Zabalza Bribián et al.   BUILDING AND ENVIRONMENT

Sustainability based on LCM of residential dwellings: A case study in Catalonia, Spain

(2008) Oscar Ortiz et al.   BUILDING AND ENVIRONMENT