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دسته بندی:
مدیریت پروژه - Project Management
سال انتشار:
2020
عنوان انگلیسی مقاله:
Work package-based information modeling for resource-constrained scheduling of construction projects
ترجمه فارسی عنوان مقاله:
مدل سازی اطلاعات مبتنی بر بسته کار برای برنامه ریزی محدود منابع از پروژه های ساختمانی
منبع:
Sciencedirect - Elsevier - Automation in Construction, 109 (2019) 102958. doi:10.1016/j.autcon.2019.102958
نویسنده:
Heng-Wei Wanga,b, Jia-Rui Lina,b,⁎, Jian-Ping Zhanga,b
چکیده انگلیسی:
As an essential problem in construction management, the resource-constrained project scheduling problem
(RCPSP) has been studied for decades; however, an integrated information model that fully supports the RCPSP
solving process is still lacking. Though building information modeling (BIM) was proposed to meet the data
requirements in the building life cycle, some scheduling and resource information are not considered in information
transfers between the information model and the RCPSP mathematical model. This paper presents an
integrated approach that enables fluent data flow from the information model to the RCPSP model for construction
scheduling. Within this approach, a work package-based information model is proposed to capture all
the required data of the RCPSP. Then, a semiautomatic method that integrates multisource data is introduced to
form the proposed information model, and an adaptive data transmission method is used to support a designed
multimode resource-constrained project scheduling problem (MRCPSP) model. The models and approaches are
validated using the data of an actual project, demonstrating the feasibility and efficiency. This study contributes
a novel integrated approach to formalizing a construction information model using a semiautomatic data integration
approach, covering the information requirement and enables fluent data flow in the RCPSP solving
process. Meanwhile, the work package-based information model is a successful attempt to introduce previouslygained
knowledge into automatic schedule generation processes. Future work, such as extending the information
model, creating new methods for RCPSP model generation, and data analytics, can bring new opportunities to
apply more complex and intelligent methods in project scheduling and construction management.
Keywords: Information modeling | Data integration | Resource-constrained scheduling | Work package | Constraint programming | Optimization
قیمت: رایگان
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