Modelling Sewer Systems Costs with Multiple Linear Regression

被引:29
作者
Marchionni, Valentina [1 ]
Lopes, Nuno [2 ]
Mamouros, Luis [2 ]
Covas, Didia [1 ]
机构
[1] Univ Lisbon, Inst Super Tecn, Civil Engn Architecture & Georesources Dept, P-1699 Lisbon, Portugal
[2] Aguas Portugal Serv, Dept Engn, Lisbon, Portugal
关键词
Cost function; Wastewater; Stormwater; Sewer; Pumping station; Multiple linear regression; OPTIMAL DESIGN; NETWORKS; OPTIMIZATION;
D O I
10.1007/s11269-014-0759-z
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The aim of this paper is the establishment and validation of cost functions for the various assets of sewer systems, namely gravity and raising pipes, manholes and pumping-stations. Costs are defined as a function of the main physical characteristics of the assets, such as, the pipe material and diameter, excavation depth and percentage of pavement (for sewer pipes), the manhole depth (for manholes) and flow rate, pump head and pump power (for pumping stations,). A four-step methodology was followed: 1) data collection, processing and analysis, 2) present value calculation, 3) key parameters identification and cost functions estimation, and 4) cost functions validation. Cost and infrastructure data for construction contracts of sewer systems managed by Aguas de Portugal (AdP) were analyzed. Cost functions were estimated based on multiple linear regression analysis and compared with the ones obtained in previous studies.
引用
收藏
页码:4415 / 4431
页数:17
相关论文
共 19 条
[1]  
Aguas De Portugal Group, 2008, MAST PLANS CREAT INT
[2]  
Aguas De Portugal Group, 2005, UN COSTS AN MULT WAT
[3]  
[Anonymous], 1985, CIV ENG SYST, DOI DOI 10.1080/02630258508970397
[4]  
Bester AJ, 2010, WAT I SO AFR WISA BI
[5]  
DAJANI JS, 1972, J SANIT ENG DIV ASCE, V98, P853
[6]  
DAJANI JS, 1974, J ENV ENG DIV-ASCE, V100, P325
[7]  
Dajani JS, 1971, 43 WRC NW U
[8]  
GUPTA JM, 1976, J ENV ENG DIV-ASCE, V102, P1029
[9]   Optimization of Sewer Networks Using an Adaptive Genetic Algorithm [J].
Haghighi, Ali ;
Bakhshipour, Amin E. .
WATER RESOURCES MANAGEMENT, 2012, 26 (12) :3441-3456
[10]  
Hanke SH, 1980, WATER SEWAGE WORKS, V127