Técnicas aplicadas à otimização de canteiros de obras
Uma revisão sistemática de literatura
DOI:
https://doi.org/10.46421/sibragec.v13i00.2412Palabras clave:
Canteiro de obra, Construção civil, Otimização, Revisão Sistemática de LiteraturaResumen
O objetivo da pesquisa é realizar uma Revisão Sistemática de Literatura (RSL) para avaliar como a otimização dos canteiros de obras impacta em fatores como custo, deslocamento e segurança. Neste estudo foi utilizada uma Revisão Sistemática de Literatura (RSL), utilizando-se a bases de dados Web of Science (WoS), Science Direct e Scopus, pesquisando os termos “site layout” e “optimization”. Após a seleção dos artigos, o conteúdo foi analisado para buscar quais artigos têm aderência ao propósito da pesquisa, resultando então em 63 artigos que tratam abordam o assunto. Foram identificadas diversas técnicas que podem otimizar os canteiros, entre elas as simulações matemáticas e computacionais para cálculo de distâncias, algoritmos para redução de tempo e custo, entre outros. Os algoritmos genéticos foram os mais utilizados nas otimizações, principalmente para redução de deslocamentos internos no canteiro, em seguida o uso do Business Information Modelling (BIM) para modelar o canteiro e prever situações de incompatibilidade na obra. De acordo com os artigos analisados as técnicas de otimização conseguem reduzir custos ao reduzir, principalmente, os deslocamentos internos, permitindo uma melhor distribuição espacial e equidistante no canteiro de obra.
Descargas
Citas
ABOTALEB, I.; NASSAR, K.; HOSNY, O. Layout optimization of construction site facilities with dynamic freeform geometric representations. AUTOMATION IN CONSTRUCTION, v. 66, p. 15–28, jun. 2016.
ABUNE’MEH, M. et al. Optimal construction site layout based on risk spatial variability. AUTOMATION IN CONSTRUCTION, v. 70, p. 167–177, out. 2016.
ANDAYESH, M.; SADEGHPOUR, F. The time dimension in site layout planning. AUTOMATION IN CONSTRUCTION, v. 44, p. 129–139, ago. 2014.
BORTOLINI, R.; FORMOSO, C. T.; VIANA, D. D. Site logistics planning and control for engineer-to-order prefabricated building systems using BIM 4D modeling. Automation in Construction, v. 98, p. 248–264, 2019.
CHEUNG, S.; TONG, T.; TAM, C. Site pre-cast yard layout arrangement through genetic algorithms. AUTOMATION IN CONSTRUCTION, v. 11, n. 1, p. 35–46, jan. 2002.
EASA, S.; HOSSAIN, K. New mathematical optimization model for construction site layout. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, v. 134, n. 8, p. 653–662, ago. 2008.
EL ANSARY, A.; SHALABY, M. Evolutionary optimization technique for site layout planningl. SUSTAINABLE CITIES AND SOCIETY, v. 11, p. 48–55, fev. 2014.
ELBELTAGI, E. et al. Schedule-dependent evolution of site layout planning. Construction Management and Economics, v. 19, n. 7, p. 689–697, 2001.
EL-RAYES, K.; KHALAFALLAH, A. Trade-off between safety and cost in planning construction site layouts. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, v. 131, n. 11, p. 1186–1195, nov. 2005.
EL-RAYES, K.; SAID, H. Dynamic site layout planning using approximate dynamic programming. Journal of Computing in Civil Engineering, v. 23, n. 2, p. 119–127, 2009.
HAMMAD, A. et al. A Computational Method for Estimating Travel Frequencies in Site Layout Planning. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, v. 142, n. 5, maio 2016.
HAMMAD, A.; AKBARNEZHAD, A.; REY, D. A multi-objective mixed integer nonlinear programming model for construction site layout planning to minimise noise pollution and transport costs. AUTOMATION IN CONSTRUCTION, v. 61, p. 73–85, jan. 2016.
HONG, W.-K. et al. Algorithms for in-situ production layout of composite precast concrete members. Automation in Construction, v. 41, p. 50–59, 1 maio 2014.
HUANG, C.; WONG, C. Optimisation of site layout planning for multiple construction stages with safety considerations and requirements. AUTOMATION IN CONSTRUCTION, v. 53, p. 58–68, maio 2015.
HUCKLE, P.; BESANT, C. B. Computer-aided design system for site layout. Computer-Aided Design, v. 8, n. 4, p. 214–218, 1 out. 1976.
JANG, H.; LEE, S.; CHOI, S. Optimization of floor-level construction material layout using Genetic Algorithms. AUTOMATION IN CONSTRUCTION, v. 16, n. 4, p. 531–545, jul. 2007.
JIANG, S.; NEE, A. Y. C. A novel facility layout planning and optimization methodology. CIRP Annals, v. 62, n. 1, p. 483–486, 1 jan. 2013.
KAVEH, A. et al. Charged system search and magnetic charged system search algorithms for construction site layout planning optimization. Periodica Polytechnica Civil Engineering, v. 62, n. 4, p. 841–850, 2018.
KAVEH, A.; RASTEGAR MOGHADDAM, M.; KHANZADI, M. Efficient multi-objective optimization algorithms for construction site layout problem. Scientia Iranica, v. 25, n. 4, p. 2051–2062, 2018.
KHALAFALLAH, A.; EL-RAYES, K. Automated multi-objective optimization system for airport site layouts. AUTOMATION IN CONSTRUCTION, v. 20, n. 4, p. 313–320, jul. 2011.
KUMAR, S.; CHENG, J. A BIM-based automated site layout planning framework for congested construction sites. AUTOMATION IN CONSTRUCTION, v. 59, p. 24–37, nov. 2015.
LAM, K. C.; TANG, C. M.; LEE, W. C. Application of the entropy technique and genetic algorithms to construction site layout planning of medium-size projects. Construction Management and Economics, v. 23, n. 2, p. 127–145, 2005.
LAM, K.; NING, X.; LAM, M. Conjoining MMAS to GA to Solve Construction Site Layout Planning Problem. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, v. 135, n. 10, p. 1049–1057, out. 2009.
LE, P.; DAO, T.; CHAABANE, A. BIM-based framework for temporary facility layout planning in construction site A hybrid approach. CONSTRUCTION INNOVATION-ENGLAND, v. 19, n. 3, p. 424–464, 7 jul. 2019.
LI, H.; LOVE, P. Genetic search for solving construction site-level unequal-area facility layout problems. AUTOMATION IN CONSTRUCTION, v. 9, n. 2, p. 217–226, mar. 2000.
LI, Z. et al. Bilevel and multi-objective dynamic construction site layout and security planning. AUTOMATION IN CONSTRUCTION, v. 57, p. 1–16, set. 2015.
LI, Z.; ANSON, M.; LI, G. A procedure for quantitatively evaluating site layout alternatives. Construction Management and Economics, v. 19, n. 5, p. 459–467, 2001.
LIANG, L.; CHAO, W. The strategies of tabu search technique for facility layout optimization. AUTOMATION IN CONSTRUCTION, v. 17, n. 6, p. 657–669, ago. 2008.
LU, Y.; ZHU, Y. Integrating Hoisting Efficiency into Construction Site Layout Plan Model for Prefabricated Construction. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, v. 147, n. 10, 1 out. 2021.
MAWDESLEY, M. J.; AL-JIBOURI, S. H. Proposed genetic algorithms for construction site layout. Engineering Applications of Artificial Intelligence, v. 16, n. 5–6, p. 501–509, 2003.
MAWDESLEY, M. J.; AL-JIBOURI, S. H.; YANG, H. Genetic algorithms for construction site layout in project planning. Journal of Construction Engineering and Management, v. 128, n. 5, p. 418–426, 2002.
NING, X. et al. A multi-attribute model for construction site layout using intuitionistic fuzzy logic. AUTOMATION IN CONSTRUCTION, v. 72, p. 380–387, dez. 2016.
NING, X.; LAM, K. Cost-safety trade-off in unequal-area construction site layout planning. AUTOMATION IN CONSTRUCTION, v. 32, p. 96–103, jul. 2013.
NING, X.; LAM, K.; LAM, M. Dynamic construction site layout planning using max-min ant system. AUTOMATION IN CONSTRUCTION, v. 19, n. 1, p. 55–65, jan. 2010.
NING, X.; LAM, K.; LAM, M. A decision-making system for construction site layout planning. AUTOMATION IN CONSTRUCTION, v. 20, n. 4, p. 459–473, jul. 2011.
OSMAN, H.; GEORGY, M.; IBRAHIM, M. A hybrid CAD-based construction site layout planning system using genetic algorithms. AUTOMATION IN CONSTRUCTION, v. 12, n. 6, p. 749–764, nov. 2003.
PETROUTSATOU, K. et al. Dynamic Planning of Construction Site for Linear Projects. INFRASTRUCTURES, v. 6, n. 2, fev. 2021.
RAZAVIALAVI, S.; ABOURIZK, S. A hybrid simulation approach for quantitatively analyzing the impact of facility size on construction projects. Automation in Construction, v. 60, p. 39–48, 1 dez. 2015.
RAZAVIALAVI, S.; ABOURIZK, S. Genetic Algorithm-Simulation Framework for Decision Making in Construction Site Layout Planning. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, v. 143, n. 1, jan. 2017.
RAZAVIALAVI, S.; ABOURIZK, S. A simulation-based decision support tool for integrating site layout and construction planning of tunneling projects. Journal of Engineering, Design and Technology, v. 20, n. 4, p. 866–886, 2022.
SADEGHPOUR, F.; ANDAYESH, M. The constructs of site layout modeling: An overview. Canadian Journal of Civil Engineering, v. 42, n. 3, p. 199–212, 2015.
SADEGHPOUR, F.; MOSELHI, O.; ALKASS, S. A CAD-based model for site planning. Automation in Construction, v. 13, n. 6, p. 701–715, 1 nov. 2004.
SADEGHPOUR, F.; MOSELHI, O.; ALKASS, S. Computer-aided site layout planning. Journal of Construction Engineering and Management, v. 132, n. 2, p. 143–151, 2006.
SAFARZADEH, S.; KOOSHA, H. Solving an extended multi-row facility layout problem with fuzzy clearances using GA. Applied Soft Computing, v. 61, p. 819–831, 1 dez. 2017.
SAID, H.; EL-RAYES, K. Performance of global optimization models for dynamic site layout planning of construction projects. AUTOMATION IN CONSTRUCTION, v. 36, p. 71–78, dez. 2013.
SANAD, H.; AMMAR, M.; IBRAHIM, M. Optimal construction site layout considering safety and environmental aspects. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, v. 134, n. 7, p. 536–544, jul. 2008.
SCHMIDT-TRAUB, H. et al. Conceptual plant layout. European Symposium on Computer Aided Process Engineering-8, v. 22, p. S499–S504, 15 mar. 1998.
SCHWABE, K.; TEIZER, J.; KÖNIG, M. Applying rule-based model-checking to construction site layout planning tasks. Automation in Construction, v. 97, p. 205–219, 1 jan. 2019.
SOLTANI, A.; FERNANDO, T. A fuzzy based multi-objective path planning of construction sites. AUTOMATION IN CONSTRUCTION, v. 13, n. 6, p. 717–734, nov. 2004.
SONG, X. et al. Bi-stakeholder Conflict Resolution-Based Layout of Construction Temporary Facilities in Large-Scale Construction Projects. International Journal of Civil Engineering, v. 16, n. 8, p. 941–964, 2018a.
SONG, X. et al. Conflict resolution-motivated strategy towards integrated construction site layout and material logistics planning: A bi-stakeholder perspective. AUTOMATION IN CONSTRUCTION, v. 87, p. 138–157, mar. 2018b.
SONG, X. et al. Modelling the effect of multi-stakeholder interactions on construction site layout planning using agent-based decentralized optimization. AUTOMATION IN CONSTRUCTION, v. 107, nov. 2019.
STORN, Rainer; PRICE, Kenneth. Differential evolution–a simple and efficient heuristic for global optimization over continuous spaces. Journal of global optimization, v. 11, n. 4, p. 341-359, 1997.
TAO, G. et al. Dynamic Multi-objective Construction Site Layout Planning Based on BIM. KSCE Journal of Civil Engineering, v. 26, n. 4, p. 1522–1534, 2022.
THOMAS, H. Randolph; ELLIS JR, Ralph D. Construction site management and labor productivity improvement: How to improve the bottom line and shorten the project schedule. 2017.
VIEIRA, Helio Flavio. Logística aplicada à construção civil: como melhorar o fluxo de produção nas obras. São Paulo: Pini, 2006.
WONG, C.; FUNG, I.; TAM, C. Comparison of Using Mixed-Integer Programming and Genetic Algorithms for Construction Site Facility Layout Planning. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT-ASCE, v. 136, n. 10, p. 1116–1128, out. 2010.
XU, J.; LI, Z. Multi-Objective Dynamic Construction Site Layout Planning in Fuzzy Random Environment. AUTOMATION IN CONSTRUCTION, v. 27, p. 155–169, nov. 2012.
XU, J.; SONG, X. Suggestions for Temporary Construction Facilities’ Layout Problems in Large-Scale Construction Projects. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, v. 140, n. 5, 1 maio 2014.
YAHYA, M.; SAKA, M. Construction site layout planning using multi-objective artificial bee colony algorithm with Levy flights. AUTOMATION IN CONSTRUCTION, v. 38, p. 14–29, mar. 2014.
YI, W.; CHI, H.; WANG, S. Mathematical programming models for construction site layout problems. AUTOMATION IN CONSTRUCTION, v. 85, p. 241–248, jan. 2018.
ZAVARI, M. et al. Multi-objective optimization of dynamic construction site layout using BIM and GIS. JOURNAL OF BUILDING ENGINEERING, v. 52, 15 jul. 2022a.
ZAVARI, M. et al. BIM-based estimation of inputs for site layout planning and locating irregularly shaped facilities. Automation in Construction, v. 141, p. 104431, 1 set. 2022b.
ZHANG, H.; WANG, J. Particle swarm optimization for construction site unequal-area layout. JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, v. 134, n. 9, p. 739–748, set. 2008.
ZHANG, H.; YU, L. Site layout planning for prefabricated components subject to dynamic and interactive constraints. AUTOMATION IN CONSTRUCTION, v. 126, jun. 2021.
ZHANG, J. P.; LIU, L. H.; COBLE, R. J. Hybrid intelligence utilization for construction site layout. Automation in Construction, v. 11, n. 5, p. 511–519, 1 ago. 2002.
Descargas
Publicado
Cómo citar
Número
Sección
Licencia
Derechos de autor 2023 SIMPÓSIO BRASILEIRO DE GESTÃO E ECONOMIA DA CONSTRUÇÃO
Esta obra está bajo una licencia internacional Creative Commons Atribución 4.0.
