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Published in: Water Resources Management 13/2014

01-10-2014

Modelling Sewer Systems Costs with Multiple Linear Regression

Authors: Valentina Marchionni, Nuno Lopes, Luis Mamouros, Dídia Covas

Published in: Water Resources Management | Issue 13/2014

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Abstract

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 Águas de Portugal (AdP) were analyzed. Cost functions were estimated based on multiple linear regression analysis and compared with the ones obtained in previous studies.

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Appendix
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Literature
go back to reference Águas De Portugal Group (2005) Unit costs analysis for multimunicipal water supply and wastewater systems. AdP Services Águas De Portugal Group (2005) Unit costs analysis for multimunicipal water supply and wastewater systems. AdP Services
go back to reference Águas De Portugal Group (2008) Master Plans for the creation of intermunicipal systems for water supply networks and wastewater sanitation of north, center and south of Portugal. AdP, SGPS Águas De Portugal Group (2008) Master Plans for the creation of intermunicipal systems for water supply networks and wastewater sanitation of north, center and south of Portugal. AdP, SGPS
go back to reference Bester AJ, Jacobs HE, Van Der Merwe J, Fuamba M (2010) Unit cost functions for value estimation of waterborne sewer infrastructure. Discussion paper, Water Institute of Southern Africa (WISA) Biennial Conference & Exhibition Bester AJ, Jacobs HE, Van Der Merwe J, Fuamba M (2010) Unit cost functions for value estimation of waterborne sewer infrastructure. Discussion paper, Water Institute of Southern Africa (WISA) Biennial Conference & Exhibition
go back to reference D.R. n.° 23/95, de 23 de Agosto. Regulamento Geral dos Sistemas Públicos e Prediais de Distribuição de Água e de Drenagem de Águas Residuais (Decree-law: DR 194/95 SÉRIE I-B de 1995-08-23). (in Portuguese) D.R. n.° 23/95, de 23 de Agosto. Regulamento Geral dos Sistemas Públicos e Prediais de Distribuição de Água e de Drenagem de Águas Residuais (Decree-law: DR 194/95 SÉRIE I-B de 1995-08-23). (in Portuguese)
go back to reference Dajani JS, Gemmel RS (1971) Economics of wastewater collection networks. WRC Research Report n.43, Northwestern University, Evanston, Illinois Dajani JS, Gemmel RS (1971) Economics of wastewater collection networks. WRC Research Report n.43, Northwestern University, Evanston, Illinois
go back to reference Dajani JS, Hasit Y (1974) Capital cost minimization of drainage networks. J Environ Eng Div (ASCE) 100(2):325–337 Dajani JS, Hasit Y (1974) Capital cost minimization of drainage networks. J Environ Eng Div (ASCE) 100(2):325–337
go back to reference Dajani JS, Gemmel RS, Morlok EK (1972) Optimal design of urban wastewater collection networks. J Sanit Eng Div (ASCE) 98(6):853–867 Dajani JS, Gemmel RS, Morlok EK (1972) Optimal design of urban wastewater collection networks. J Sanit Eng Div (ASCE) 98(6):853–867
go back to reference Gupta JM, Agrawal SK, Khanna P (1976) Optimal design of wastewater collection systems. J Environ Eng Div (ASCE) 102(EE5):1029–1041 Gupta JM, Agrawal SK, Khanna P (1976) Optimal design of wastewater collection systems. J Environ Eng Div (ASCE) 102(EE5):1029–1041
go back to reference Gwang-Hee Kim, Sung-Hoon AN, Kyung-In Kang (2004) Comparison of construction cost estimating models based on regression analysis, neural networks, and case-based reasoning. Building and Environment 01/2004 Gwang-Hee Kim, Sung-Hoon AN, Kyung-In Kang (2004) Comparison of construction cost estimating models based on regression analysis, neural networks, and case-based reasoning. Building and Environment 01/2004
go back to reference Haghighi A, Bakhshipour AE (2012) Optimization of sewer networks using an adaptive genetic algorithm. Water Resour Manag 26(12):3441–3456CrossRef Haghighi A, Bakhshipour AE (2012) Optimization of sewer networks using an adaptive genetic algorithm. Water Resour Manag 26(12):3441–3456CrossRef
go back to reference Hanke SH, Wentworth RW (1980) Statistical cost function developed for sewer lines. Water and Sewage Works 127(12) Hanke SH, Wentworth RW (1980) Statistical cost function developed for sewer lines. Water and Sewage Works 127(12)
go back to reference Lencastre A, Carvalho J, Gonçalves J, Piedade M (1995) Sanitation systems management, vol. 9, building and operating costs. Directorate General for Environment of the Ministry of Environment and Natural Resources, LNEC, Lisbon Lencastre A, Carvalho J, Gonçalves J, Piedade M (1995) Sanitation systems management, vol. 9, building and operating costs. Directorate General for Environment of the Ministry of Environment and Natural Resources, LNEC, Lisbon
go back to reference Li G, Matthew RGS (1990) New approach for optimization of urban drainage system. J Environ Eng ASCE 116(5):927–944CrossRef Li G, Matthew RGS (1990) New approach for optimization of urban drainage system. J Environ Eng ASCE 116(5):927–944CrossRef
go back to reference Lopes S, Covas D, Lopes N, Mamouros L, Brôco N (2013) Cost functions for different water supply systems assets: the Portuguese case study. Discussion paper, LESAM 2013—Proceedings of the Leading-Edge Strategic Asset Management Conference, 10–12 September, Sydney, Australia Lopes S, Covas D, Lopes N, Mamouros L, Brôco N (2013) Cost functions for different water supply systems assets: the Portuguese case study. Discussion paper, LESAM 2013—Proceedings of the Leading-Edge Strategic Asset Management Conference, 10–12 September, Sydney, Australia
go back to reference Mays LW, Yen BH (1975) Optimal cost design of branched sewer system. Water Resour Res 11(1):37–47CrossRef Mays LW, Yen BH (1975) Optimal cost design of branched sewer system. Water Resour Res 11(1):37–47CrossRef
go back to reference Nzewi EU, Gray DD, Houck MH (1985) Optimal design program for gravity sanitary sewer. Civ Eng Environ Syst 2:132–141CrossRef Nzewi EU, Gray DD, Houck MH (1985) Optimal design program for gravity sanitary sewer. Civ Eng Environ Syst 2:132–141CrossRef
go back to reference OECD EAP Task Force Secretariat (2005) The Rural cost functions for water supply and sanitation, (EXD/PCM/EN/NMC/04/125). Appendix 3: Documentation of Expenditure Functions – Wastewater OECD EAP Task Force Secretariat (2005) The Rural cost functions for water supply and sanitation, (EXD/PCM/EN/NMC/04/125). Appendix 3: Documentation of Expenditure Functions – Wastewater
go back to reference Ouyang CF (2003) Sanitation engineer. Chang Sung Book Company, Taiwan (ROC), Ch. 3, pp. 61–74 Ouyang CF (2003) Sanitation engineer. Chang Sung Book Company, Taiwan (ROC), Ch. 3, pp. 61–74
go back to reference Yeh S-F, Lin M-D, Tsai K-T (2009) Cost analysis for sewer systems constructed by open cut and jacking techniques. Discussion paper, IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) Yeh S-F, Lin M-D, Tsai K-T (2009) Cost analysis for sewer systems constructed by open cut and jacking techniques. Discussion paper, IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)
Metadata
Title
Modelling Sewer Systems Costs with Multiple Linear Regression
Authors
Valentina Marchionni
Nuno Lopes
Luis Mamouros
Dídia Covas
Publication date
01-10-2014
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 13/2014
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-014-0759-z

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