Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/32955
Título: | Use of DM techniques in earthworks management: a case study |
Autor(es): | Parente, Manuel Correia, A. Gomes Cortez, Paulo |
Palavras-chave: | Earthworks Data Mining optimization |
Data: | 20-Jul-2014 |
Editora: | American Society of Civil Engineers (ASCE) |
Revista: | Geotechnical Special Publicatiomn, Gsp 252 |
Citação: | Parente, M., Correia, A. Gomes, and Cortez, P. (2014). Use of DM Techniques in Earthworks Management: A Case Study. ASCE/GSP : pp. 252, pp:1-8. |
Resumo(s): | In most transportation infrastructure projects, earthworks are generally associated with the highest percentage costs and durations. Because these tasks are reliant on heavy machinery and repetitive tasks, they are strongly susceptible to optimization. This paper presents a study based on the application of artificial neural networks (ANN) on data originated from an actual earthwork construction project. Results show a good adjustment to the data while emphasizing the importance of optimal equipment allocation throughout the construction site. Finally, the architecture of an intelligent earthwork optimization system is presented, combining both data mining (DM) and modern optimization technologies, among others, to support equipment distribution optimization in earthwork projects. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/32955 |
ISBN: | 9780784478523 |
DOI: | 10.1061/9780784478523.001 |
ISSN: | 0895-0563 |
Versão da editora: | http://ascelibrary.org/doi/abs/10.1061/9780784478523.001 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
Aparece nas coleções: | CAlg - Artigos em revistas internacionais / Papers in international journals C-TAC - Artigos em Revistas Internacionais ISISE - Capítulos/Artigos em Livros Internacionais |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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GSP-252_2014.pdf Acesso restrito! | Full paper | 377,94 kB | Adobe PDF | Ver/Abrir |