Research on Data-Driven Dynamic Decision-Making Mechanism of Mega Infrastructure Project Construction

نویسندگان

چکیده

The construction of mega infrastructure projects has the characteristics repeatability, long duration, and high complexity. Therefore, it is particularly important to implement dynamic decision-making in projects. This study takes data-driven mechanisms as entry point constructs a system for consisting an information collection subsystem, processing transformation human–computer collaborative subsystem evaluation feedback subsystem. On this basis, we established dynamics model Vensim PLE 9.3.5 software was used simulate analyze operation law from perspective, sensitivity application rate management technology, data analysis methods, participation experts decision-making, historical case on project, similar effectiveness program implementation were simulated analyzed. results showed that all five key influencing factors have positive impact implementation. In addition, technology methods higher implementation, project average lower provides some ideas suggestions promote effective use digital by each participant while improving their efficiency, scientificity, accuracy.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A fuzzy group decision making approach to construction project risk management

Implementation of the risk management concepts into construction practice may enhance the performance of project by taking appropriate response actions against identified risks. This research proposes a multi-criteria group decision making approach for the evaluation of different alternative response scenarios. To take into account the uncertainties inherent in evaluation process, fuzzy logic i...

متن کامل

Dynamic MCDM: The Case of Urban Infrastructure Decision Making

Many societal decisions involve complexity and conflicting objectives. Preferences in such environments can be expected to change as situations evolve. In this paper, we propose a procedure that incorporates MCDM into system dynamics modeling to handle dynamic multiple criteria situations, which we name dynamic MCDM. A case of urban infrastructure is presented to illustrate the procedure. Dynam...

متن کامل

Developing a fuzzy group decision making approach for project manager selection considering the static complexity of construction projects

Due to the particular importance of projects in human life and in organizations, proper project management has been always regarded highly by researchers and practitioners. Recent advances in technology and fundamental changes in most scientific areas have affected projects and made their nature and environmental circumstances much more complex than in the past. Fortunately, in recent years, ma...

متن کامل

Computational modeling of dynamic decision making using connectionist networks

In this research connectionist modeling of decision making has been presented. Important areas for decision making in the brain are thalamus, prefrontal cortex and Amygdala. Connectionist modeling with 3 parts representative for these 3 areas is made based the result of Iowa Gambling Task. In many researches Iowa Gambling Task is used to study emotional decision making. In these kind of decisio...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Sustainability

سال: 2023

ISSN: ['2071-1050']

DOI: https://doi.org/10.3390/su15129219