An IoT based Real-time Data-centric Monitoring System for Vaccine Cold Chain

Hasanat, R. T.; Rahman, Md. Arifur; Mansoor, Nafees; Mohammed, Nabeel; Rahman, Mohammad Shahriar; Rasheduzzaman, Mirza

doi:10.1109/ewdts50664.2020.9225047

Cited by 36 publications

(26 citation statements)

References 8 publications

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“…Using Artificial Neural Network (ANN) technology, they predicted their ability to prevent more than 82% of disruptions in the cold chain. Furthermore, the model developed by Hasanat et al (2021) and Poochaya and Widjaja (2018) provided a unique feature in which the system is capable of managing vaccine transport along with regular monitoring of temperature and humidity ( Hasanat et al, 2020 , Poochaya and Widjaja, 2018 ). Saritas et al (2017) developed a temperature monitoring and control system with an Arduino system to overcome similar problems ( Koklu et al, 2017 ).…”

Section: Latest Inventions and Innovationsmentioning

confidence: 99%

Vaccine cold chain management and cold storage technology to address the challenges of vaccination programs

et al. 2022

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The outbreaks of infectious diseases that spread across countries have generally existed for centuries. An example is the occurrence of the COVID-19 pandemic in 2020, which led to the loss of lives and economic depreciation. One of the essential ways of handling the spread of viruses is the discovery and administration of vaccines. However, the major challenges of vaccination programs are associated with the vaccine cold chain management and cold storage facilities. This paper discusses how vaccine cold chain management and cold storage technology can address the challenges of vaccination programs. Specifically, it examines different systems for preserving vaccines in either liquid or frozen form to help ensure that they are not damaged during distribution from manufacturing facilities. Furthermore, A vaccine is likely to provide very low efficacy when it is not properly stored. According to preliminary studies, the inability to store vaccine properly is partly due to the incompetency of many stakeholders, especially in technical matters. The novelty of this study is to thoroughly explore cold storage technology for a faster and more comprehensive vaccine distribution hence it is expected to be one of the reference and inspiration for stakeholders.

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Section: Latest Inventions and Innovationsmentioning

confidence: 99%

Vaccine cold chain management and cold storage technology to address the challenges of vaccination programs

et al. 2022

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“…Recent advancements of contemporary technologies such as Internet of Things (IoT), machine learning and blockchain pave the way for building more smart and innovative systems that can be adapted to different domains as it is the case of the healthcare domain [23] . The authors of [24] propose the use of IoT devices to monitor the location of the carrier, temperature and humidity with the goal of optimizing and increasing vaccine coverage in the remote regions and ensuring transparency in the overall process. Blockchain based decentralized systems for addressing healthcare sector problems such as privacy and confidentiality of data are presented in [25] , [26] .…”

Section: Related Workmentioning

confidence: 99%

Blockchain Platform For COVID-19 Vaccine Supply Management

Antal

Cioara

Antal

et al. 2021

IEEE Open J. Comput. Soc.

108

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In the context of COVID-19 pandemic, the rapid roll-out of a vaccine and the implementation of a worldwide immunization campaign is critical, but its success will depend on the availability of an operational and transparent distribution chain that can be audited by all relevant stakeholders. In this paper, we discuss how blockchain technology can help in several aspects of COVID-19 vaccination scheme. We present a system in which blockchain technology is used to guaranty data integrity and immutability of beneficiary registration for vaccination, avoiding identity thefts and impersonations. Smart contracts are defined to monitor and track the proper vaccine distribution conditions against the safe handling rules defined by vaccine producers enabling the awareness of all network peers. For vaccine administration, a transparent and tamper-proof solution for side effects self-reporting is provided considering beneficiary and administrated vaccine association. A prototype was implemented using the Ethereum test network, Ropsten, considering the COVID-19 vaccine distribution conditions. The results obtained for each onchain operation can be checked and validated on the Etherscan. In terms of throughput and scalability, the proposed blockchain system shows promising results while the estimated cost in terms of gas for vaccination scenario based on real data remains within reasonable limits.

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“…Then the stream of plain text is exclusively-ORed with the plain text stream and cipher text is created and its structure is presented. [19]. The conventional encryption operations work on block ciphers and encrypt the user define plain text to unreadable form.…”

Section: Literature Reviewmentioning

confidence: 99%

Cipher Block Chaining Support Vector Machine for Secured Decentralized Cloud Enabled Intelligent IoT Architecture

Samanta

Alahmadi

Karthikeyan³

et al. 2021

IEEE Access

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The growth of internet era leads to a major transformation in a storage of data and accessing the applications. One such new trend that promises the endurance is the Cloud computing. Computing resources offered by the Cloud includes the servers, networks, storage, and applications,all as services. With the advent of Cloud, a single application is delivered as a metered service to numerous users, via an Application Programming Interface (API) accessible over the network. The services offered via the Cloud are such as the infrastructure,software, platform, database and web services. The main motivation of this application model is to provide computationally secure key generation to protect the data via encryption. This key generation in the cryptography process falls into three categories in this research work. In the first part, SVM based encryption service model is constructed for which the key generation is from the conventional encryption operation mode with some improvements. To make the process more complex, the optimization techniques are taken into account for the key generation in descendant two methods application model that acts computationally more secure specifically for Cloud environment. The results of security analysis confirm the effectiveness of the proposed application model withstands potentially against various attacks such as Chosen Cipher Attack, Chosen Plain text Attack indistinguishable attacks for files. In case of images, it resists well against statistical and differential attacks. Comparative Analysis shows evidence of the efficiency of the developed pioneering application model quality and strength compared with that of the existing services..

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An IoT based Real-time Data-centric Monitoring System for Vaccine Cold Chain

Cited by 36 publications

References 8 publications

Vaccine cold chain management and cold storage technology to address the challenges of vaccination programs

Vaccine cold chain management and cold storage technology to address the challenges of vaccination programs

Blockchain Platform For COVID-19 Vaccine Supply Management

Cipher Block Chaining Support Vector Machine for Secured Decentralized Cloud Enabled Intelligent IoT Architecture

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