Internet of Everything and Digital Twin enabled Service Platform for Cold Chain Logistics

Wu, Wei; Shen, Leidi; Zhao, Zhiheng; Harish, Arjun Rachana; Zhong, Ray Y.; Huang, George Q.

doi:10.1016/j.jii.2023.100443

Cited by 30 publications

(17 citation statements)

References 44 publications

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“…Wassink (2020) analyzed how Industry 4.0 technology promotes safety in the oil and gas industry [ 27 ]. Wu (2023) found that digital technology can effectively improve the effectiveness of employee safety management and stakeholder loyalty in the cold chain logistics industry [ 28 ]. Molero (2019) studied the hazardous goods transportation industry and found that the use of digital technology can effectively reduce safety accidents [ 29 ].…”

Section: Literature Reviewmentioning

confidence: 99%

Decision model for binary safety management behavior in a supply chain under digital scenarios: A study based on differential game theory

he,

Mei,

Liu

et al. 2024

Heliyon

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Section: Literature Reviewmentioning

confidence: 99%

Decision model for binary safety management behavior in a supply chain under digital scenarios: A study based on differential game theory

he,

Mei,

Liu

et al. 2024

Heliyon

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“…The Healthcare Domain: Researchers [16][17][18] have contributed 6% of the total noteworthy contributions to IoE-driven innovations, and their studies all fall within the healthcare domain compared with other domains. These shared objectives underscore the unwavering commitment of these researchers to enhancing healthcare services, promoting seamless information integration, and ultimately benefitting patients, healthcare providers, and various stakeholders.…”

Section: Rq1: To Which Domains Has the Ioe Been Heavily Applied?mentioning

confidence: 99%

“…The proliferation of the e-commerce market has posed challenges to staff safety, product quality, and operational efficiency, especially for cold-chain logistics (CCL). Recently, the logistics of vaccine supply under the worldwide COVID-19 pandemic has re-aroused public attention and led to calls for innovative solutions to tackle the challenges remaining in CCL [18].…”

Section: Healthcarementioning

confidence: 99%

A Systematic Mapping: Exploring Internet of Everything Technologies and Innovations

Mohd Ali,

Md Yunus,

Mohamed

et al. 2023

Symmetry

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The Internet of Everything (IoE) represents a paradigm shift in the world of connectivity. While the Internet of Things (IoT) initiated the era of interconnected devices, the IoE takes this concept to new heights by interlinking objects, individuals, data, and processes. Symmetry in IoE innovation and technology is essential for creating a harmonious and efficient ecosystem to ensure that the benefits are accessible to a broad spectrum of society while minimizing potential drawbacks. This comprehensive review paper explores the multifaceted landscape of the IoE, delving into its core concepts, enabling technologies, real-world applications, and the intricate web of challenges it presents. A focal point of this review is the diverse array of real-world applications spanning healthcare, smart cities, industry 4.0, agriculture, and sustainability. Previous works and examples illustrate how the IoE reshapes these domains, leading to greater efficiency, sustainability, and improved decision making. However, the transformative power of the IoE is accompanied by a host of challenges, including security and privacy concerns, interoperability issues, and the ethical implications of ubiquitous connectivity. These challenges are dissected in order to comprehensively understand the obstacles and potential solutions in the IoE landscape. As we stand on the cusp of an IoE-driven future, this review paper serves as a valuable resource for researchers, policy makers, and industry professionals seeking to navigate the complexities of this emerging paradigm. By illuminating the intricacies of the IoE, this review fosters a deeper appreciation for the transformative potential and the multifaceted challenges that lie ahead in the Internet of Everything era.

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“…[7] Thanks to the widespread adoption of Internet of Things (IoT) devices, traditional traceability mechanisms have found some application in the field of cold-chain medicine, alleviating the aforementioned issues. [8,9] However, on one hand, data in traditional traceability mechanisms is controlled by individual entities, leading to a lack of interoperability among data from different stakeholders, posing a significant risk of data tampering and leakage, resulting in incomplete and inaccurate data. On the other hand, the manual operations required for data recording and management on various sensors hinder the efficiency enhancement.…”

Section: Introductionmentioning

confidence: 99%

Advancing Emergency Supplies Management: A Blockchain‐Based Traceability System for Cold‐Chain Medicine Logistics

Zeng,

Wang,

Liang

et al. 2024

Advcd Theory and Sims

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Advancing cold‐chain medicine logistics and emergency supplies management necessitates a robust blockchain‐based traceability system. This specialized information system is essential for enhancing quality control and operational efficiency. Despite challenges like insufficient supplies, ineffective distribution, and delays, blockchain's transparency and traceability offer significant potential to revolutionize national emergency management. This paper presents a blockchain‐based traceability system tailored for cold‐chain medicine logistics. This system achieves traceability and automatic medicine quality assessment by integrating blockchain principles and leveraging hazard analysis theory combined with IoT technology. This system also enhances data reliability with a multi‐sensor data fusion algorithm, improving temperature accuracy beyond conventional methods. Additionally, the feasibility and necessity of integrating blockchain into cold‐chain pharmaceutical traceability processes is thoroughly examined. The proposed system fulfills traceability needs for emergency cold‐chain medicine while addressing industry challenges.

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Internet of Everything and Digital Twin enabled Service Platform for Cold Chain Logistics

Cited by 30 publications

References 44 publications

Decision model for binary safety management behavior in a supply chain under digital scenarios: A study based on differential game theory

Decision model for binary safety management behavior in a supply chain under digital scenarios: A study based on differential game theory

A Systematic Mapping: Exploring Internet of Everything Technologies and Innovations

Advancing Emergency Supplies Management: A Blockchain‐Based Traceability System for Cold‐Chain Medicine Logistics

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