Charged System Search and Magnetic Charged System Search Algorithms for Construction Site Layout Planning Optimization

Construction site layout planning can be considered as an effort to place different temporary facilities in available site locations such that multiple objectives are satisfied as much as possible. With the extension of high-rise building construction and construction activities besides the lack of available spaces in construction sites, proper utilization of this resource has been highlighted because of its significant positive influences on direct cost, safety, and security of the site which consequently affects the total cost and schedule of the project. Thus the construction site layout planning is considered as one of the essential and important phases in construction projects. Site layout planning problem is an NP-Hard problem from the viewpoint of complexity. In this research, two prominent meta-heuristic algorithms, namely Charged System Search (CSS) and Magnetic Charged System Search (MCSS) are utilized to optimize the site layout planning problem. The obtained results of implementing these two algorithms for two different types of site space modeling are compared with the results of the Particle Swarm Optimization (PSO) algorithm and also those of the previous studies. The results illustrate the capability of the CSS and MCSS algorithms in solving the present problem

Cuckoo search algorithm for construction site layout planning

A novel metaheuristic optimization algorithm based on cuckoo search algorithm (CSA) is presented to solve the construction site layout planning problem (CSLP). CSLP is a complex optimization problem with various applications, such as plant layout, construction site layout, and computer chip layout. Many researchers have investigated the CSLP by applying many algorithms in an exact or heuristic approach. Although both methods yield a promising result, technically, nature-inspired algorithms demonstrate high achievement in successful percentage. In the last two decades, researchers have been developing a new nature-inspired algorithm for solving different types of optimization problems. The CSA has gained popularity in resolving large and complex issues with promising results compared with other nature-inspired algorithms. However, for solving CSLP, the algorithm based on CSA is still minor. Thus, this study proposed CSA with additional modification in the algorithm mechanism, where the algorithm shows a promising result and can solve CSLP cases.publishedVersionPeer reviewe

Drivers and barriers of virtual reality adoption in UK AEC industry

Purpose: Virtual reality (VR) offers unique features of a three-dimensional (3D) model during early design stages in the virtual environment with immersive functions. Although the potential of VR is to increase the effectiveness and productivity of the project phases from initial concept design to detailed design preparation. VR adoption in the United Kingdom (UK) Architectural Engineering and Construction (AEC) sector is slow compared to other sectors. This research focuses on ascertaining the drivers and barriers of VR in construction projects in the UK. Design/methodology/approach: The study adopts an online survey design. It uses Bristol Online Survey (BOS) to create a structured questionnaire that is used to assess UK construction professionals using a convenience sampling technique. Therefore, researcher uses descriptive and inferential technique for data analysis and presentation based on Statistical Package for Social Sciences (SPSS) to analyze the questionnaire. Findings: The research findings revealed the most significant barriers to VR adoption in UK construction industry were lack of skills/expertise and cultural change. Hence, the main drivers of VR adoption as rated by the professionals in the UK construction industry are improved safety, improved quality and improved productivity. Practical implications: The identification and assessment of the drivers and barriers to VR adoption could advance VR adoption among construction professionals and other stakeholders of the UK AEC sector. This could also be extended to developing countries, given the status of VR as being in the developing stage. Originality/value: This study provides valuable insights to construction professionals and stakeholders to plan actions that could enhance the drivers and mitigate the barriers of VR. This study's main contribution is to group and classify various drivers and barriers into easily understood categories, in order to potentiate the drivers and reduce the barriers effectively. The groupings could be used as benchmarks in similar studies in developing countries

Mapping the Practice of Site Layout Planning in the Construction Industry

Site Layout Planning (SLP) is a key activity for construction management and the overall success of construction projects. Past studies in this field have approached multiple techniques to solve SLP as a decision-making optimization problem. However, construction practitioners in the industry typically use intangible or subjective methods to plan the site layout, with the support of multiple tools that are not directly designed for planning construction sites. The mismatch between the available developments from research and actual methods approached in practice directed to the exploration of the practice of SLP conducted by practitioners to define the requirements needed in an SLP tool. Semi-structured interviews were conducted among forty-seven highly experienced construction practitioners who self-identified as fully responsible of SLP activities. Constructivist grounded theory and content analysis were used as the methodological basis to collect and analyze the data. From the analysis of 18635 transcript lines, 5028 codes were obtained, resulting in 190 labels, 60 categories, and 5 themes. The emergent themes describe the components of SLP as site characteristics, purpose, decision-making variables, tools and technology, and planning perspectives. The first part of the results details the practice of SLP, and the considerations and approaches taken by SLP practitioners when conducting a SLP, where the focus is to produce a functional site layout in the early stages of the project. The final part of the results presents the tools and functionalities that practitioners currently use to plan a site layout and highlights the need to integrate these functions and requirements into a single tool that can be practical for the construction industry. The requirements include resource properties and pairwise spatial relationships, planning documents and regulations, layout assessment metrics, and tool modules that facilitate addressing every stage of the planning as identified in the first part of the results. Finally, the aim of this study was to present a guideline for future developments in SLP to ensure their implementation in practical settings. This guideline was designed through the exploration of processes, needs, and requirements of the final users