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Food Quality Monitoring System Based on Smart Contracts and Evaluation Models

Bin Yu, Ping Zhan, Ming Lei, Fang Zhou, Peng Wang
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

Zeinab Shahbazi, Yung-Cheol Byun
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

Anass Hamadelneel Adow, Mahendra Kumar Shrivas, Hussain Falih Mahdi, Musaddak Maher Abdul Zahra, Devvret Verma, Nitika Vats Doohan, Asadullah Jalali, Vijay Kumar
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

Zeinab Shahbazi, Yung-Cheol Byun
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

Sabir Hussain Awan
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

Bello Musa Yakubu, Rabia Latif, Aisha Yakubu, Majid Iqbal Khan, Auwal Ibrahim Magashi
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

Yu Tian, YU Wan-Jun, Miao Zhang, Min Zhang, Jun-Yi Tang
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]

Guntur Dharma Putra, Changhoon Kang, Salil S. Kanhere, James Won-Ki Hong
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

Ahmed Zainul Abideen, Veera Pandiyan Kaliani Sundram, Jaafar Pyeman, Abdul Kadir Othman, Shahryar Sorooshian
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

Showkat Ahmad Bhat, Nen-Fu Huang, Ishfaq Bashir Sofi, Muhammad Sultan
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

Cristian Valencia-Payan, Jose Fernando Grass-Ramirez, Gustavo Ramirez-Gonzalez, Juan Carlos Corrales
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

Mohannad Alobid, Said Abujudeh, István Szűcs
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

Dianhui Mao, Fan Wang, Zhihao Hao, Haisheng Li
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

Prince Waqas Khan, Yung-Cheol Byun, Namje Park
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

Sudeep Tanwar, Akshay Parmar, Aparna Kumari, Nilesh Kumar Jadav, Wei-Chiang Hong, Ravi Sharma
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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