{"title":"物联网物流系统的可持续性平衡记分卡方法","authors":"S. Keivanpour","doi":"10.1080/10429247.2021.1946320","DOIUrl":null,"url":null,"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.","PeriodicalId":54353,"journal":{"name":"Engineering Management Journal","volume":"34 1","pages":"450 - 474"},"PeriodicalIF":1.9000,"publicationDate":"2021-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"7","resultStr":"{\"title\":\"Sustainability Balanced Scorecard Approach to Internet of Things Enabled Logistics Systems\",\"authors\":\"S. Keivanpour\",\"doi\":\"10.1080/10429247.2021.1946320\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":54353,\"journal\":{\"name\":\"Engineering Management Journal\",\"volume\":\"34 1\",\"pages\":\"450 - 474\"},\"PeriodicalIF\":1.9000,\"publicationDate\":\"2021-09-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"7\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Engineering Management Journal\",\"FirstCategoryId\":\"91\",\"ListUrlMain\":\"https://doi.org/10.1080/10429247.2021.1946320\",\"RegionNum\":4,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENGINEERING, INDUSTRIAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Engineering Management Journal","FirstCategoryId":"91","ListUrlMain":"https://doi.org/10.1080/10429247.2021.1946320","RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENGINEERING, INDUSTRIAL","Score":null,"Total":0}
Sustainability Balanced Scorecard Approach to Internet of Things Enabled Logistics Systems
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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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.
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