• 제목/요약/키워드: Optimization of construction schedule

검색결과 33건 처리시간 0.023초

Resource and Sequence Optimization Using Constraint Programming in Construction Projects

  • Kim, Junyoung;Park, Moonseo;Ahn, Changbum;Jung, Minhyuk;Joo, Seonu;Yoon, Inseok
    • 국제학술발표논문집
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    • The 9th International Conference on Construction Engineering and Project Management
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    • pp.608-615
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    • 2022
  • Construction projects are large-scale projects that require extensive construction costs and resources. Especially, scheduling is considered as one of the essential issues for project success. However, the schedule and resource management are challenging to conduct in high-tech construction projects including complex design of MEP and architectural finishing which has to be constructed within a limited workspace and duration. In order to deal with such a problem, this study suggests resource and sequence optimization using constraint programming in construction projects. The optimization model consists of two modules. The first module is the data structure of the schedule model, which consists of parameters for optimization such as labor, task, workspace, and the work interference rate. The second module is the optimization module, which is for optimizing resources and sequences based on Constraint Programming (CP) methodology. For model validation, actual data of plumbing works were collected from a construction project using a five-minute rate (FMR) method. By comparing actual data and optimized results, this study shows the possibility of reducing the duration of plumbing works in construction projects. This study shows decreased overall project duration by eliminating work interference by optimizing resources and sequences within limited workspaces.

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A STUDY ON CONSTRUCTION SCHEDULE OPTIMIZATION INTEGRATING WITH CASH-FLOW

  • Hyung-Guk Lee;Dong-Pil Shin;Sung-Hoon An;Dong-Eun Lee
    • 국제학술발표논문집
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    • The 5th International Conference on Construction Engineering and Project Management
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    • pp.141-144
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    • 2013
  • This paper presents a system called a Cash-flow based Construction Schedule Optimization system(CfSO). The existing CPM effectively handles schedule and cost management. However, funding strategy should be considered to obtain maximum profit and to progress a project favorably. One of measures is to coordinate the contract terms between owner and subcontractors (or suppliers). Contractor may decrease the interest cost attributed to project financing by adjusting the timing of cash-inflows and cash-outflows. It is an excellent method maximizing profits. This paper presents a method to estimate the amount of a cash-flow occurred periodically by integrating the terms of contract into scheduling. The proposed method is implemented as a system prototype in Microsoft Excel. This system provides a user an automated tool that identifies an optimal schedule that secures maximum profit by adjusting start and finish times of non-critical activities' free-floats without affecting on the project completion time. This system supports a project manager to establish an optimum project schedule and identifies profitable contractual conditions against to a construction owner.

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OVERALL BENEFIT-DURATION OPTIMIZATION (OBDO) FOR OWNERS IN LARGE-SCALE CONSTRUCTION PROJECTS

  • Seng-Kiong Ting;Heng Pan
    • 국제학술발표논문집
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    • The 1th International Conference on Construction Engineering and Project Management
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    • pp.780-785
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    • 2005
  • This paper aims to consider an overall benefit-duration optimization (OBDO) problem for the sake of maximizing owner's economic benefits, whilst considering influences of schedule compression incurred opportunity income on the profitability of a large-scale construction project. Unlike previous schedule optimization models and techniques that have focused on project duration or cost minimization, with greater weight on contractors' interests, OBDO facilitates owner's economic benefits through overall benefit-duration optimization. In this paper, the objective function of OBDO model is formulated. An example is illustrated to prove the feasibility and practicability of the overall benefit-duration optimization problem. The significance of employing OBDO model and future research work are also described.

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지하비축기지 건설시 지질조건을 고려한 건설공정의 가시화와 최적화 사례 (Visualization and Optimization of Construction Schedule Considering the Geological Conditions in the Complicated Underground Cavern)

  • 최용근;박준영;이성암;김호영;이희석;이승철
    • 터널과지하공간
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    • 제19권3호
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    • pp.167-173
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    • 2009
  • 지하비축기지는 터널의 규모와 건설공정의 복잡성, 지질 및 지반공학적인 문제들로 인해 가장 난해한 지하공간건설 프로젝트로 알려져 있다. 최근 복잡한 지하구조를 3차원으로 가시화하고, 건설 자원과 지반조건 그리고 공정계획을 고려한 4차원 시뮬레이션을 활용하여 건설공정을 최적화하는 기술이 지하비축기지 건설 프로젝트에 적용되었다. 이 사례연구는 지하구조의 3차원 모델링을 통해 작업자가 복잡한 지하 현황을 쉽게 이해하고, 정확한 3차원 공간상에서 지질자료를 분석하고 검토할 수 있도록 도와줄 수 있음을 보여주고 있다. 또한 건설공정과 실제 공기를 고려한 4차원 시뮬레이션을 활용하여 자재와 버력의 반출입에서 나타날 수 있는 bottle neck의 위치와 시점을 판단하거나 일일 공사비의 변동을 검토하고, 작업조와 투입장비의 수, 터널 시공방향 및 굴착 착수 시점, 버력 및 자재의 운반경로를 검토함으로써 공정의 최적화를 달성할 수 있었다.

현금 흐름을 고려한 건설일정 최적화에 관한 연구 (Optimizing a Construction Schedule Considering Cash-flow)

  • 이형국;임태경;손창백;이동은
    • 한국건축시공학회:학술대회논문집
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    • 한국건축시공학회 2012년도 춘계 학술논문 발표대회
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    • pp.303-305
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    • 2012
  • This paper presents a system called a Cash-flow based Construction Scheduling Optimization (CfSO). The existing CPM is biased on schedule and cost management. For a profitable and successful project management, the cash-flow which occurred actually by contractual conditions should be considered in the project scheduling. Therefore, this study provides a method to estimate the amount of a cash-flow occurred periodically by integrating the terms of contract into scheduling. The proposed methodology is implemented as a system prototype in Microsoft Excel. CfSO helps a site manager as a decision-maker to establish a optimized project scheduling and decide profitable contractual conditions against a construction owner.

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Schedule Optimization in Resource Leveling through Open BIM Based Computer Simulations

  • 김현주
    • 한국BIM학회 논문집
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    • 제9권2호
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    • pp.1-10
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    • 2019
  • In this research, schedule optimization is defined as balancing the number of workers while keeping the demand and needs of the project resources, creating the perfect schedule for each activity. Therefore, when one optimizes a schedule, multiple potentials of schedule changes are assessed to get an instant view of changes that avoid any over and under staffing while maximizing productivity levels for the available labor cost. Optimizing the number of workers in the scheduling process is not a simple task since it usually involves many different factors to be considered such as the development of quantity take-offs, cost estimating, scheduling, direct/indirect costs, and borrowing costs in cash flow while each factor affecting the others simultaneously. That is why the optimization process usually requires complex computational simulations/modeling. This research attempts to find an optimal selection of daily maximum workers in a project while considering the impacts of other factors at the same time through OPEN BIM based multiple computer simulations in resource leveling. This paper integrates several different processes such as quantity take-offs, cost estimating, and scheduling processes through computer aided simulations and prediction in generating/comparing different outcomes of each process. To achieve interoperability among different simulation processes, this research utilized data exchanges supported by building SMART-IFC effort in automating the data extraction and retrieval. Numerous computer simulations were run, which included necessary aspects of construction scheduling, to produce sufficient alternatives for a given project.

유전자 알고리즘 기반 다중 모듈러 건축 프로젝트 수행 시 모듈러 유닛 공장생산계획수립 모델 개발 (Development of Manufacturing Planning for Multi Modular Construction Project based on Genetic-Algorithm)

  • 김민정;박문서;이현수;이정훈;이광표
    • 한국건설관리학회논문집
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    • 제16권5호
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    • pp.54-64
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    • 2015
  • 모듈러 건축공법은 공장 생산, 운송, 현장설치 프로세스를 통해 기존 현장중심 건축공법에 비해 품질향상 및 공기단축이 가능한 특징을 가지고 있다. 특히 모듈러 유닛의 제작과 시공이 분리되어 수행되기 때문에 다수의 프로젝트가 동시에 수행될 경우 각 프로젝트에 따라 생산해야하는 모듈의 크기, 수량, 납기일, 생산 유형 및 과정을 고려하는 SCM(Supply Chain Management) 관점의 공장 생산 공정 계획 수립이 필요하다. 그러나 현재 모듈러 유닛 공장 생산 계획은 개별 프로젝트 중심으로 수립되고 있어 다중 모듈러 건축 프로젝트 수행 시 모듈러 유닛 제작공장의 한정된 자원과 설치 현장별 프로젝트 요구조건들을 동시에 고려한 공장 생산계획을 도출하는데 한계가 있다. 따라서 본 연구에서는 다양한 변수 간 상호 연계성 및 제약조건으로 공정 계획 최적화 결과 도출이 가능한 유전자 알고리즘 방법을 통해 모듈러 유닛 제작공장의 한정된 자원과 설치 현장별 요구사항이 반영된 모듈러 유닛 공장 생산 공정계획 최적화 수립 모델을 제시하며 이를 사례분석을 통해 검증하였다. 연구 결과, 기존 다중프로젝트의 공장생산계획에 비해 평균 7.9%의 현장설치 공기단축 및 43%의 최대 야적장 이용률 감소가 가능하였다. 향후 본 연구 내용을 바탕으로 제약 조건 범위 확장 및 생산성 데이터 추가가 될 경우 다중 모듈러 건축 프로젝트의 모듈러 유닛 공장 생산 계획 수립과 현장시공프로세스 구축을 동시에 지원할 수 있는 기초 자료로 활용될 수 있다.

사업비 변동에 따른 공정계획 재수립을 위한 능동형 5D CAD 시스템 개발 (Development of Active 5D CAD System for Replaning Progress Schedule According to Change of Project Cost)

  • 김현승;강인석
    • 한국건설관리학회논문집
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    • 제17권5호
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    • pp.54-61
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    • 2016
  • 건설프로젝트에서는 초기에 계획된 년차별 사업비가 공사 수행과정에서 빈번히 조정된다. 년차별 사업비가 초기 계획보다 감소되면 수행가능한 공정도 초기 공정계획대비 감소하게 되므로, 변동 사업비 내에서 수행가능한 적정한 공정을 재수립하여야 한다. 그러나 대다수 현장에서는 공정 재수립 없이 당초계획대로 공정을 진행하면서 사업비가 소진되면 현장 작업을 쉬는 경우가 많다. 이에 본 연구에서는 변동된 사업비 내에서 적정 공정계획을 재수립하고, 재수립된 일정에 따라 비용투입현황을 시각화하는 능동형 5D CAD 시스템을 개발한다. 이는 공정계획 재수립을 위한 의사결정 지원도구로 활용될 수 있고, 기존의 단순 시각적 정보제공에 중점을 둔 5D CAD시스템의 실무 적용성을 높일 수 있을 것이다.

Concept Selection of NPP Construction Delay Risk Assessment Methodology Using Systems Engineering Approach

  • Hossen, Muhammed Mufazzal;Kang, Sunkoo;Jung, JC;Kim, Jonghyun
    • 시스템엔지니어링학술지
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    • 제11권1호
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    • pp.9-24
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    • 2015
  • Construction industry faces a lot of inherent uncertainties and issues and the construction phase of nuclear power project is not free from this risk. This paper investigates promising methodologies to be used on nuclear power plant (NPP) construction schedule delay risk assessment by using entry level systems engineering approach. This study contains how the initial concept for the risk assessment methodology has been developed. In this point of view, this work structured on three main phases: needs analysis (NA), concept exploration (CE), and concept definition (CD) through systems engineering (SE) approach. Traditionally, the SE process is applied to technical development programs but this study opens up a new avenue that SE can also be successfully applied to the development and optimization of the risk assessment model. This study provides a rational and systematic process for developing and selecting the best risk assessment model. This paper selects analytic hierarchy process (AHP) method to assess NPP construction schedule delay risk for international project. As conclusion, the proposed concept and selected method can discriminate successfully and clearly among schedule delay risk assessment methods.

A CP-BASED OPTIMIZATION MODEL FOR CONSTRUCTION RESCHEDULING PROBLEMS

  • Shu-Shun Liu;Kuo-Chuan Shih
    • 국제학술발표논문집
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    • The 1th International Conference on Construction Engineering and Project Management
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    • pp.941-946
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    • 2005
  • It is essential for project managers to make schedule adjustment based on their professional experience, in terms of rescheduling action discussed in this paper. This paper discusses the topics of resource-constrained construction rescheduling by modifying the concepts of manufacturing rescheduling. Moreover, the influence factors of construction rescheduling problems are investigated and identified in this paper. According to initial schedule plan and present progress, a new rescheduling mechanism based on Constraint Programming (CP) techniques is developed to reschedule projects with the objective of minimizing total project cost or duration, under three rescheduling policies. Through case study, the behavior of three different rescheduling policies is analyzed and discussed in this paper.

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