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082	0	4	_a628.1 _bM578e _223
100			_aMesa Zuluaga, Carlos Alfredo. _938302
245	1	3	_aExploration of the impact of trees on pipe failures using Data Mining techniques : _bA case study in the Netherlands / _h[Recurso Electrónico] / _cCarlos Alfredo Mesa Zuluaga.
260			_aBogotá (Colombia): _bEscuela Colombiana de Ingeniería Julio Garavito, _c2021
300			_a110 paginas. _bgráficos.
502	1		_aTesis (Magíster en Ingeniería Civil con énfasis en Recursos Hidráulicos y Medio Ambiente)
520			_aIn the Netherlands, the influence of trees on the occurrence of pipe failures under the effect of weather factors was studied. The Dutch water distribution system is well known as a role model when it comes to water resource management. The optimal response in the analysis and timely tracking to the slightest hint of damage increase is undoubtedly one of its pillars to host this position. As a prime indicator, pipe failure frequency provides a valuable message to water companies to implement better practices and support asset management field in making distribution systems more sustainable. Recent studies performed by The Watercycle Research Institute (KWR) evidence the possible effect of external factors in the increase the pipe failure rate, which has had an important impact on asset management. The limited studies on the impact of trees on water distribution systems leave a high degree of uncertainty, and it is suspected that they may be the cause of the 30% that is still unknown in the region. This study proposes to assess the influence of trees by applying data mining techniques, based on historical data from Dutch water companies. The influence of trees on pipe failures is associated from a biological point of view, and their impact is revealed from a computer science approach.
650		0	_aFALLAS EN TUBERÍAS _vÁRBOLES _xMINERIA DE DATOS _zPAISES BAJOS _944689
650		0	_aAPRENDIZAJE AUTOMÁTICO. _944684
650		0	_aUTILIZACIÓN DEL AGUA _xGESTIÓN INTEGRADA DE RECURSOS HÍDRICOS _944685
650		0	_aTESIS DE GRADO _943245
700			_aSantos Granados, Germán _edirector. _960757
700			_aCorzo Perez, Gerald Augusto. _944686 _edirector.
700			_aSolomatine, Dimitri P. _944687 _eSupervisor.
700			_aBlokker, Mirjam. _944688 _eSupervisor.
856			_uhttps://repositorio.escuelaing.edu.co/handle/001/1599
942			_2ddc _cTE
999			_c22680 _d22680