A multi-objective mixed integer nonlinear programming model for construction site layout planning to minimise noise pollution and transport costs
The achievement of a sustainable industry in the construction sector requires the consideration of environmental and social impacts of the operations involved, along with the traditionally imperative economic factors affecting the construction project. An implicit social and environmental factor com...
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| Published in: | Automation in construction Vol. 61; pp. 73 - 85 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
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Elsevier B.V
01.01.2016
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| Subjects: | |
| ISSN: | 0926-5805 |
| Online Access: | Get full text |
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| Abstract | The achievement of a sustainable industry in the construction sector requires the consideration of environmental and social impacts of the operations involved, along with the traditionally imperative economic factors affecting the construction project. An implicit social and environmental factor commonly linked with construction is the noise pollution resulting from activities taking placing during the various construction stages. The levels of sound recorded at receivers positioned in the vicinity of the construction site may be considerably affected by the site layout adopted. Site layout planning with the objective of minimising the construction noise levels has not been investigated in the available literature. To ensure a balance between economic, social and environmental impacts, the planning of the site should also account for the economic factors associated with the monetary costs of material transportation between facilities, rendering the problem a multi-objective one. This paper presents a novel multi-objective mixed integer nonlinear programming model that minimises noise levels at multiple receivers surrounding the construction site, as well as on-land material transportation costs, through site layout optimisation. An improved transportation cost model accounting for several transportation modes is presented. A Pareto front, listing nondominated global optimum solutions, is obtained for a case study tested using the ε-constraint method.
•A multi-objective construction site layout model is proposed.•The overall format of the proposed model is mixed integer nonlinear.•The model minimises noise and cost on construction sites.•Noise is measured at multiple receivers around the construction site.•Cost is taken to represent on-land material handling between facilities.•The Pareto front of the multi-objective model is obtained using ε-constraint method. |
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| AbstractList | The achievement of a sustainable industry in the construction sector requires the consideration of environmental and social impacts of the operations involved, along with the traditionally imperative economic factors affecting the construction project. An implicit social and environmental factor commonly linked with construction is the noise pollution resulting from activities taking placing during the various construction stages. The levels of sound recorded at receivers positioned in the vicinity of the construction site may be considerably affected by the site layout adopted. Site layout planning with the objective of minimising the construction noise levels has not been investigated in the available literature. To ensure a balance between economic, social and environmental impacts, the planning of the site should also account for the economic factors associated with the monetary costs of material transportation between facilities, rendering the problem a multi-objective one. This paper presents a novel multi-objective mixed integer nonlinear programming model that minimises noise levels at multiple receivers surrounding the construction site, as well as on-land material transportation costs, through site layout optimisation. An improved transportation cost model accounting for several transportation modes is presented. A Pareto front, listing nondominated global optimum solutions, is obtained for a case study tested using the epsilon -constraint method. The achievement of a sustainable industry in the construction sector requires the consideration of environmental and social impacts of the operations involved, along with the traditionally imperative economic factors affecting the construction project. An implicit social and environmental factor commonly linked with construction is the noise pollution resulting from activities taking placing during the various construction stages. The levels of sound recorded at receivers positioned in the vicinity of the construction site may be considerably affected by the site layout adopted. Site layout planning with the objective of minimising the construction noise levels has not been investigated in the available literature. To ensure a balance between economic, social and environmental impacts, the planning of the site should also account for the economic factors associated with the monetary costs of material transportation between facilities, rendering the problem a multi-objective one. This paper presents a novel multi-objective mixed integer nonlinear programming model that minimises noise levels at multiple receivers surrounding the construction site, as well as on-land material transportation costs, through site layout optimisation. An improved transportation cost model accounting for several transportation modes is presented. A Pareto front, listing nondominated global optimum solutions, is obtained for a case study tested using the ε-constraint method. •A multi-objective construction site layout model is proposed.•The overall format of the proposed model is mixed integer nonlinear.•The model minimises noise and cost on construction sites.•Noise is measured at multiple receivers around the construction site.•Cost is taken to represent on-land material handling between facilities.•The Pareto front of the multi-objective model is obtained using ε-constraint method. |
| Author | Akbarnezhad, A. Rey, D. Hammad, A.W.A. |
| Author_xml | – sequence: 1 givenname: A.W.A. surname: Hammad fullname: Hammad, A.W.A. email: a.hammad@unsw.edu.au – sequence: 2 givenname: A. surname: Akbarnezhad fullname: Akbarnezhad, A. email: a.akbarnezhad@unsw.edu.au – sequence: 3 givenname: D. surname: Rey fullname: Rey, D. email: d.rey@unsw.edu.au |
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| Keywords | Construction noise pollution Site layout planning Mixed integer nonlinear programming Construction site layout optimisation Multi-objective optimisation |
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| SubjectTerms | Construction costs Construction industry Construction noise pollution Construction site layout optimisation Construction sites Costs Mixed integer nonlinear programming Multi-objective optimisation Noise levels Noise pollution Nonlinear programming Site layout planning Transportation |
| Title | A multi-objective mixed integer nonlinear programming model for construction site layout planning to minimise noise pollution and transport costs |
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