BLOCKCHAIN OF OPTIMAL MULTIPLE CONSTRUCTION PROJECTS PLANNING UNDER PROBABILISTIC ARRIVAL AND STOCHASTIC DURATIONS

IF 4.3 3区 工程技术 Q1 ENGINEERING, CIVIL Journal of Civil Engineering and Management Pub Date : 2023-01-03 DOI:10.3846/jcem.2023.17927
A. Al-Refaie, Ahmad Al-Hawadi, N. Lepkova, G. Abbasi
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Abstract

With the rapid development of projects, firms are facing challenges in planning and controlling complex multiple construction projects. This research, therefore, aims at developing blockchain of optimal scheduling and sequencing of multiple construction projects under probabilistic arrival and stochastic durations. Each project task was considered as a block. Then, a framework for electronic project recording (EPR) system was developed. The EPRs are records for project tasks that make information available directly and securely to authorized users. In this framework, two optimization models were developed for scheduling and sequencing project blocks. The scheduling model aims to assign project tasks to available resources at minimal total cost and maximal the number of assigned project tasks. On the other hand, the sequencing model seeks to determine the start time of block execution while minimizing delay costs and minimizing the sum of task’s start times. The project arrival date and the task’s execution duration were assumed probabilistic and stochastic (normally distributed), respectively. The developed EPR system was implemented on a real case study of five projects with total of 121 tasks. Further, the system was developed when the task’s execution duration follows the Program Evaluation and Review Technique (PERT) model with four replications. The project costs (idle time and overtime costs) at optimal plan were then compared between the task’s execution duration normally distributed and PERT modelled. The results revealed negligible differences between project costs and slight changes in the sequence of project activities. Consequently, both distributions can be used interchangeably to model the task’s execution duration. Furthermore, the project costs were also compared between four solution replications and were found very close, which indicates the robustness of model solutions to random generation of task’s execution duration at both models. In conclusion, the developed EPR framework including the optimization models provided an effective planning and monitoring of construction projects that can be used to make decisions through project progress and efficient sharing of project resources at minimal idle and overtime costs. Future research considers developing a Blockchain of optimal maintenance planning.
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区块链在概率到达和随机工期下的最优多个建设项目规划
随着工程项目的快速发展,企业在规划和控制复杂的多个建设项目方面面临着挑战。因此,本研究旨在研究在概率到达和随机工期下,多个建设项目最优调度和排序的区块链。每个项目任务被视为一个块。然后,开发了电子项目记录(EPR)系统的框架。epr是项目任务的记录,使信息直接和安全地提供给授权用户。在此框架下,针对项目块的调度和排序,建立了两个优化模型。调度模型旨在以最小的总成本和最大的分配项目任务数将项目任务分配给可用的资源。另一方面,排序模型寻求确定块执行的开始时间,同时最小化延迟成本和最小化任务开始时间的总和。项目到达日期和任务执行时间分别假设为概率和随机(正态分布)。开发的环境工作汇报系统是在五个项目的实际个案研究中实施的,共涉及121项任务。此外,该系统是在任务的执行时间遵循程序评估和审查技术(PERT)模型时开发的,其中有四个重复。然后将最优计划下的项目成本(空闲时间和加班成本)与正态分布和PERT模型下的任务执行时间进行比较。结果显示,项目成本和项目活动顺序的细微变化之间的差异可以忽略不计。因此,可以互换地使用这两个发行版来对任务的执行持续时间建模。此外,还比较了四种解决方案之间的项目成本,发现它们非常接近,这表明在两种模型下,模型解决方案对任务执行时间的随机生成具有鲁棒性。总之,包括优化模型在内的开发的EPR框架为建设项目提供了有效的规划和监控,可用于通过项目进度和项目资源的有效共享来做出决策,并以最小的闲置和加班成本。未来的研究将考虑制定一个最优维护计划。
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来源期刊
CiteScore
6.70
自引率
4.70%
发文量
0
审稿时长
1.7 months
期刊介绍: The Journal of Civil Engineering and Management is a peer-reviewed journal that provides an international forum for the dissemination of the latest original research, achievements and developments. We publish for researchers, designers, users and manufacturers in the different fields of civil engineering and management. The journal publishes original articles that present new information and reviews. Our objective is to provide essential information and new ideas to help improve civil engineering competency, efficiency and productivity in world markets. The Journal of Civil Engineering and Management publishes articles in the following fields: building materials and structures, structural mechanics and physics, geotechnical engineering, road and bridge engineering, urban engineering and economy, constructions technology, economy and management, information technologies in construction, fire protection, thermoinsulation and renovation of buildings, labour safety in construction.
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