Sustainability Balanced Scorecard Approach to Internet of Things Enabled Logistics Systems

IF 1.9 4区管理学 Q3 ENGINEERING, INDUSTRIAL

Engineering Management Journal Pub Date : 2021-09-09 DOI:10.1080/10429247.2021.1946320

S. Keivanpour

引用次数: 7

Abstract

Abstract Performance evaluation is an essential part of assessing the sustainability of the logistics systems and the implications of Industry 4.0 technologies. This research proposes an integrated sustainability evaluation framework for logistics providers using a fuzzy-based simulation model. A sustainability balanced scorecard approach is used in a hierarchical model based on multiple Mamdani Fuzzy Inference Systems (FIS). The sustainability of Internet of Things (IoT) adoption for a logistics provider was demonstrated using a hypothetical case study. A Design of Experiment approach is applied to evaluate the validity of the model. Moreover, different defuzzification methods are used to test the robustness of the fuzzy inference systems. The proposed method can aid operational managers in assessing the contribution of IoT to the sustainability of logistics systems considering inventory, warehouse, and order fulfillment aspects.

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物联网物流系统的可持续性平衡记分卡方法

摘要绩效评估是评估物流系统可持续性和工业4.0技术影响的重要组成部分。本研究提出了一个基于模糊仿真模型的物流供应商可持续性综合评估框架。在基于多个Mamdani模糊推理系统（FIS）的层次模型中使用了可持续性平衡记分卡方法。物流供应商采用物联网（IoT）的可持续性通过一个假设的案例研究得到了证明。采用实验设计法对模型的有效性进行了评价。此外，使用不同的去模糊方法来测试模糊推理系统的鲁棒性。所提出的方法可以帮助运营经理评估物联网对物流系统可持续性的贡献，考虑库存、仓库和订单履行方面。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Engineering Management Journal 工程技术-工程：工业

CiteScore

5.60

自引率

12.00%

发文量

审稿时长

>12 weeks

期刊介绍： EMJ is designed to provide practical, pertinent knowledge on the management of technology, technical professionals, and technical organizations. EMJ strives to provide value to the practice of engineering management and engineering managers. EMJ is an archival journal that facilitates both practitioners and university faculty in publishing useful articles. The primary focus is on articles that improve the practice of engineering management. To support the practice of engineering management, EMJ publishes papers within key engineering management content areas. EMJ Editors will continue to refine these areas to ensure they are aligned with the challenges faced by technical organizations and technical managers.