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Economic analysis of RFID investments for construction project management using ANFIS

机译：使用ANFIS进行建筑项目管理的RFID投资的经济分析

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摘要

Radio frequency identification (RFID) technology introduces the opportunity for increased visibility by facilitating easy tracking and identifying of goods, assets and even living things. The number of RFID applications and users in various fields are growing such as retail, electronic transaction, logistic and supply chain management, scientific research, security, etc. However, a widespread application of RFID in the construction industry has not taken place. High investment cost and inadequate technical capability still remain as challenges for RFID system implementations in the construction industry. Thus, the success of RFID projects is based on the evaluation of savings associated with increasing performance and investment. In this study, a systematic framework for the economic analysis for RFID investment is proposed. In this method, the elements of cost and benefits are determined in order to measure the value of an RFID investment. The expected increase of customer order is determined in terms of delivery accuracy and delivery time via a fuzzy rule-based system. The Monte-Carlo simulation method is used to determine the input values for testing the developed model. A case study is constructed on the basis of expert conception to illustrate the proposed method.
机译：射频识别（RFID）技术通过促进对货物，资产甚至生物的轻松跟踪和识别而引入了提高可见度的机会。在零售，电子交易，物流和供应链管理，科学研究，安全性等各个领域，RFID应用和用户的数量正在增长。但是，RFID在建筑行业的广泛应用尚未发生。高投资成本和不足的技术能力仍然是建筑行业RFID系统实施面临的挑战。因此，RFID项目的成功是基于对与性能和投资增加相关的节约的评估。在这项研究中，为RFID投资的经济分析提出了一个系统的框架。在此方法中，确定成本和收益的要素是为了衡量RFID投资的价值。通过基于模糊规则的系统，根据交付准确性和交付时间确定客户订单的预期增长。蒙特卡洛模拟方法用于确定测试开发模型的输入值。在专家概念的基础上进行了案例研究，以说明所提出的方法。

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