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Food Quality Monitoring System Based on Smart Contracts and Evaluation Models
2020
IEEE Access
By combining smart contracts and quality evaluation models, this paper presents an intelligent quality monitoring system for fruit juice production. ...
Based on the evaluation outcome, smart contracts will decide whether the production process can be resumed or not. ...
In this paper, combining the advantages of blockchain, smart contracts and evaluation models, we propose an intelligent and reliable food quality monitoring system to automatically monitor and evaluate ...
doi:10.1109/access.2020.2966020
fatcat:ahhqebzd5nayld5vxd3novnqna
A Procedure for Tracing Supply Chains for Perishable Food Based on Blockchain, Machine Learning and Fuzzy Logic
2020
Electronics
system that is based on the shelf life management system for manipulating perishable food. ...
One of the essential points of food manufacturing in the industry and shelf life of the products is to improve the food traceability system. ...
capability and computational load. (3) Food quality evaluation based on the product shelf life. ...
doi:10.3390/electronics10010041
fatcat:kde5wkipr5d7bhcsroijm5evou
Analysis of Agriculture and Food Supply Chain through Blockchain and IoT with Light Weight Cluster Head
2022
Computational Intelligence and Neuroscience
To address these issues, the article proposes a blockchain-based IoT model. This study also shows one-of-a-kind energy savings. ...
The immutability of ledger technology and smart contract support further increases supply chain security, privacy, transparency, and trust among all stakeholders in the multi-party system. ...
Grain quality is being monitored via blockchain smart contracts. ...
doi:10.1155/2022/1296993
fatcat:zq6clvoenzfnljtvlygadjlic4
Integration of Blockchain, IoT and Machine Learning for Multistage Quality Control and Enhancing Security in Smart Manufacturing
2021
Sensors
The system's quality control was evaluated based on non-linear machine learning techniques, which modeled that complex environment and found the true positive rate of the system's quality control approach ...
Smart manufacturing systems are growing based on the various requests for predicting the reliability and quality of equipment. Many machine learning techniques are being examined to that end. ...
The real-time data quality and product quality processing are evaluated based on smart contracts, and the feedback of this process is sent to the supplier, manufacturer, etc. ...
doi:10.3390/s21041467
pmid:33672464
fatcat:34vgnjaqzbgunhvwi5y6vdkapi
Role of Internet of Things (IoT) with Blockchain Technology for the Development of Smart Farming
2019
JOURNAL OF MECHANICS OF CONTINUA AND MATHEMATICAL SCIENCES
Food safety and its supply are also drawing the world attention towards its importance and people are focusing on it because of health hazards. ...
IoT devices are added to the smart model to reduce human interference for data collection, recording and verification. ...
Yet, an evaluation among current data systems and an innovative blockchain and IoT model is lacking which motivated us to propose an optimized model based on blockchain and IoT to overcome these challenges ...
doi:10.26782/jmcms.2019.10.00014
fatcat:4izzmfokwve7vlohnjh5dvxgra
RiceChain: secure and traceable rice supply chain framework using blockchain technology
2022
PeerJ Computer Science
The model incorporates a system for customer satisfaction feedback, which enables all stakeholders to get up-to-date information on product quality, enabling them to make more informed supply chain decisions ...
The aim of this paper is to propose a framework capable of tracking and monitoring all interactions and transactions between all stakeholders in the rice chain ecosystem through smart contracts. ...
SYSTEM MODEL The framework is design based on private Ethereum blockchain network. ...
doi:10.7717/peerj-cs.801
pmid:35111911
pmcid:PMC8771771
fatcat:yrdeyhsy5ncizpcdls7kramrje
The application of blockchain technology in the early warning and monitoring of infectious diseases
2020
2020 5th International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS)
Based on the blockchain distributed computing architecture, combined with emerging information technologies such as artificial intelligence, big data, and smart contracts, an infectious disease monitoring ...
monitoring environment under the premise of security and privacy protection, and use smart contracts as open, fair, softwaredefined monitoring The agent integrates decision-making, monitoring infectious ...
The system includes five main smart contract components: smart contract authority management component, smart contract monitoring component (open source data), smart contract monitoring component (closed ...
doi:10.1109/iciibms50712.2020.9336418
fatcat:n2gfkkrz2vdyhdpjhb22zp7lvq
DeTRM: Decentralised Trust and Reputation Management for Blockchain-based Supply Chains
[article]
2022
arXiv
pre-print
We design a consortium blockchain, where smart contracts play a significant role in quantifying trustworthiness as a numerical score from different perspectives. ...
Blockchain has the potential to enhance supply chain management systems by providing stronger assurance in transparency and traceability of traded commodities. ...
Food authorities are also entrusted to deploy C trm contract as the base smart contract in SC. ...
arXiv:2203.05769v1
fatcat:hdxiedh6s5fkfmcqms5omb4jxi
Food Supply Chain Transformation through Technology and Future Research Directions—A Systematic Review
2021
Logistics
Furthermore, the authors have proposed a food supply chain-based operational framework on technological inclusion to facilitate the roadmap for food supply chain 4.0 for more resilience and food supply ...
Digital and smart supply chains are reforming the food chain to help eliminate waste, improve food safety, and reduce the possibility of a global food catastrophe. ...
To counteract, Mao et al. (2018) [5] designed a blockchain-based credit evaluation system to enhance food supply-chain monitoring and management efficiency through intelligent and innovative Long ...
doi:10.3390/logistics5040083
fatcat:objjxnfpszad5fjse5fxixwiay
Agriculture-Food Supply Chain Management Based on Blockchain and IoT: A Narrative on Enterprise Blockchain Interoperability
2021
Agriculture
We also discussed the classification of security threats with IoT infrastructure and possible available blockchain-based defense mechanisms. ...
and privacy issues security, and privacy of personal data along with storage concerns with present single-chain agriculture supply chain systems. ...
Typical structure of a smart contract system.
Figure 2 . 2 Figure 2. Typical structure of a smart contract system.
Figure 3 . 3 Figure 3. Blockchain-based smart agri-supply chain. ...
doi:10.3390/agriculture12010040
fatcat:nmjso2x6orgvdph2t6pvhh73c4
A smart contract for Coffee Transport and Storage with Data Validation
2022
IEEE Access
We selected JavaScript to write our proposed smart contract for experimental and evaluation purposes. ...
In this paper, we propose a smart contract to monitor the status of the coffee beans in the transport and storage stages with data validation. ...
ACKNOWLEDGMENT The authors are grateful to the Telematics Engineering Group (GIT) and the Research Group for Rural Development (Tull) of the University of Cauca, and the Ministry of Science Technology ...
doi:10.1109/access.2022.3165087
fatcat:ps2ztdpzdzagxcmkme4mqb5u6m
The Role of Blockchain in Revolutionizing the Agricultural Sector
2022
Sustainability
In addition, a total of 79 research papers were evaluated, with a focus on the state of blockchain technology in agriculture, related issues, and its future importance, as well as relevant contributions ...
Today, several agribusiness firms are utilizing technology to improve food supply chain tracking. ...
the Ethereum blockchain and smart contract at among to enhance food safety food safety. and quality. ...
doi:10.3390/su14074313
fatcat:o5wqo34qlnhzlozieg7g5ytiba
Credit Evaluation System Based on Blockchain for Multiple Stakeholders in the Food Supply Chain
2018
International Journal of Environmental Research and Public Health
The system gathers credit evaluation text from traders by smart contracts on the blockchain. ...
This paper provides a blockchain-based credit evaluation system to strengthen the effectiveness of supervision and management in the food supply chain. ...
Hyperledger Fabric provides the logic of the system by smart contracts. Smart contracts run on the blockchain-based virtual machine and can be automatically executed by calling "chaincode". ...
doi:10.3390/ijerph15081627
pmid:30071695
fatcat:ewqixpdrg5csxitzv6jp6qygxe
IoT-Blockchain Enabled Optimized Provenance System for Food Industry 4.0 Using Advanced Deep Learning
2020
Sensors
smart contracts. ...
This article takes the secure IoT–blockchain data of Industry 4.0 in the food sector as a research object. Using ADL techniques, we propose a hybrid model based on recurrent neural networks (RNN). ...
[36] also proposed a traceability model for the supply chain of food in the context of China. This system was based on RFID and BCT. ...
doi:10.3390/s20102990
pmid:32466209
pmcid:PMC7287702
fatcat:tziuqywexncq7pk7anof5vbw7y
Blockchain Adoption to Secure the Food Industry: Opportunities and Challenges
2022
Sustainability
based on the merits over other approaches. ...
Further, we propose a blockchain-based secure and decentralized food industry architecture to alleviate security and privacy aspects and present a comprehensive solution taxonomy for a blockchain-based ...
Therefore, the authors employed blockchain-and AI-based models to enhance food traceability, scalability, and monitoring. ...
doi:10.3390/su14127036
doaj:acbf9b303360426696901a9a37677f9f
fatcat:jxpbpabwe5ah3jyeejlzmdprjm
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