Abstract
One of the critical challenges in infrastructural constructions is designing and planning operations and their related resources. The complex interlinked composition of different factors and variables affecting resource productivity has made simulation a powerful approach for operational planning. The construction sector has recently seen a notable surge in applying various simulation tools to enhance further the quality of projects’ planning, particularly in large-scale infrastructure developments (e.g., highway construction). Due to possible cost overruns in improper resource allocation, optimizing the design and construction planning stages of megaprojects such as massive pavement projects is essential. Recent studies aimed to build a simulation-based strategy in construction designing and planning by combining various simulation approaches (e.g., discrete-event simulation, system dynamics, agent-based simulation, and hybrid simulation) to enhance the planning phase. This paper introduces an evolving real-time hybrid simulation technique regarding the project's intrinsic time-varying inputs and factors to optimize the planning of Roller-Compacted Concrete (RCC) pavement projects. Several scenarios are investigated using various resource combinations to achieve the best execution method for delivering concrete to the project. An actual highway project case study validates the proposed model and its application for future projects. This study's findings exhibit the proficiencies of the simulation-based approach in resource planning of RCC pavement projects within the time and cost constraints and their related regulations.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Abdallah M, Marzouk M (2013) Planning of tunneling projects using computer simulation and fuzzy decision making. J Civ Eng Manag 19(4):591–607
AbouRizk S (2010) Role of simulation in construction engineering and management. J Constr Eng Manag 136(10):1140–1153
AbouRizk S, Halpin D, Mohamed Y, Hermann U (2011) Research in modeling and simulation for improving construction engineering operations. J Constr Eng Manag 137(10):843–852
AbouRizk SM, Hague S (2009) An overview of the COSYE environment for construction simulation. In: Proceedings of the 2009 winter simulation conference (WSC). IEEE, pp 2624–2634
Adra H, Roeder TMK, Frazier PI, Szechtman R, Zhou E, Huschka T (2016) Realtime predictive and prescriptive analytics with real-time data and simulation. In: Proceedings of the 2016 winter simulation conference. Institute of Electrical and Electronics Engineers, Inc., pp 3646–3651
Alzraiee H, Zayed T, Moselhi O (2015) Dynamic planning of construction activities using hybrid simulation. Autom Constr 49:176–192
Beigi P, Khoueiry M, Rajabi MS, Hamdar S (2022) Station reallocation and rebalancing strategy for bike-sharing systems: a case study of Washington DC. arXiv preprint arXiv:2204.07875
Chhorn C, Hong SJ, Lee SW (2017) A study on performance of roller-compacted concrete for pavement. Constr Build Mater 153:535–543
Delatte N (2004) Simplified design of roller-compacted concrete composite pavement. Transp Res Rec 1896(1):57–65
Ekyalimpa R, AbouRizk S, Farrar J (2012) Effective strategies for simulating one-of-a-kind construction projects. In: Proceedings of the 2012 winter simulation conference (WSC). IEEE, pp 1–13
Erfani A, Tavakolan M (2020) Risk evaluation model of wind energy investment projects using modified fuzzy group decision-making and monte carlo simulation. Arthaniti: J Econ Theo Prac 0976747920963222
Goh YM, Ali MJA (2016) A hybrid simulation approach for integrating safety behavior into construction planning: an earthmoving case study. Accid Anal Prev 93:310–318
Hajjar D, AbouRizk S (1999) Simphony: an environment for building special purpose construction simulation tools. In: Proceedings of the 31st conference on Winter simulation: simulation—a bridge to the future, vol 2, pp 998–1006
Halpin DW (1977) CYCLONE–method for modeling job site processes. J Constr Div 103(3):489–499
Moeinifard P, Rajabi MS, Bitaraf M (2022) Lost vibration test data recovery using convolutional neural network: a case study. arXiv preprint arXiv:2204.05440
Moradi S, Nasirzadeh F, Golkhoo F (2015) A hybrid SD–DES simulation approach to model construction projects. Construct Innov
Mudiyanselage SE, Nguyen PHD, Rajabi MS, Akhavian R (2021) Automated workers’ ergonomic risk assessment in manual material handling using sEMG wearable sensors and machine learning. Electronics 10(20):2558
Piggott RW (1986) Roller compacted concrete for heavy-duty pavements: past performance, recent projects, and recommended construction methods. Transp Res Rec 1062:7–12
Pritsker AAB (1989) Why simulation works. In: Proceedings of the 21st conference on Winter simulation, pp 1–9
Salloum Y, Jodehl A, Thewes M, König M (2020) From forecasting to real-time process controlling with continuous simulation model updates. In: Proceedings of the 37th international CIB W78 conference
Sawhney A, AbouRizk SM, Halpin DW (1998) Construction project simulation using CYCLONE. Can J Civ Eng 25(1):16–25
Sterman J (2010)Â Business dynamics. Irwin/McGraw-Hill c2000
Taghaddos H, Dashti MS (2017) Simulation-based constructability analysis of an RCC dam. In:Â Proceedings of the 6th CSCE/CRC international construction specialty conference. CSCE Vancouver, Canada
Taghaddos H, Hermann U, AbouRizk S, Mohamed Y (2014) Simulation-based multiagent approach for scheduling modular construction. J Comput Civ Eng 28(2):263–274
Taghaddos H, Heydari MH, Asgari A (2021) A hybrid simulation approach for site layout planning in construction projects. Construct Innov
Acknowledgements
The authors would like to gratefully acknowledge Mr. Khazaeli, M.E., and the Tecnosa R&D center at the University of Tehran for their kind collaboration and assistance.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2024 Canadian Society for Civil Engineering
About this paper
Cite this paper
Shakerian, M., Rajabi, M.S., Tajik, M., Taghaddos, H. (2024). Hybrid Simulation-Based Resource Planning and Constructability Analysis of RCC Pavement Projects. In: Gupta, R., et al. Proceedings of the Canadian Society of Civil Engineering Annual Conference 2022. CSCE 2022. Lecture Notes in Civil Engineering, vol 359. Springer, Cham. https://doi.org/10.1007/978-3-031-34027-7_44
Download citation
DOI: https://doi.org/10.1007/978-3-031-34027-7_44
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-34026-0
Online ISBN: 978-3-031-34027-7
eBook Packages: EngineeringEngineering (R0)