Analysis of Agriculture and Food Supply Chain through Blockchain and IoT with Light Weight Cluster Head

Author:

Adow Anass Hamadelneel1ORCID,Shrivas Mahendra Kumar2ORCID,Mahdi Hussain Falih3ORCID,Zahra Musaddak Maher Abdul45ORCID,Verma Devvret6ORCID,Doohan Nitika Vats7ORCID,Jalali Asadullah8ORCID

Affiliation:

1. Department of Accounting, College of Business Administration, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia

2. Department of Computer Science and Engineering, O. P. Jindal University, Raigarh, India

3. Computer Engineering Department, College of Engineering, University of Diyala, Baqubah 32001, Iraq

4. Computer Techniques Engineering Department, Al-Mustaqbal University College, Hillah 51001, Iraq

5. Electrical Engineering Department, College of Engineering, University of Babylon, Hilla, Babil, Iraq

6. Department of Biotechnology, Graphic Era Deemed to be University, Dehradun, Uttarakhand 248002, India

7. Department of Computer Science and Engineering, Medi-Caps University, Indore, India

8. American University of Afghanistan, STM (Science Technology Mathematics), Kabul, Afghanistan

Abstract

By 2050, the world’s population will have increased by 34%, to more than 9 billion people, needing a 70% increase in food production. Prepare more dishes with fewer ingredients. Therefore, the critical goal of manufacturers is to increase production while being ecologically benign. Supply chain systems that do not enable direct farmer-to-consumer connection and rising input costs influence data collection, security, and sharing. Constraints on data security, manipulation, and single-point failure are unfulfilled due to a lack of centralized IoT agricultural infrastructure. To address these issues, the article proposes a blockchain-based IoT model. This study also shows one-of-a-kind energy savings. The decentralization of data storage improves the supply chain’s transparency and quality through blockchain technology, thus farmers can engage more efficiently. Blockchain technology improves supply chain traceability and security. This article provides a transparent, decentralized blockchain tracking solution and proposes an intelligent model protocol for several Internet of Things (IoT) devices that monitor crop development and the agricultural environment. A new approach has resolved the bulk of the supply chain difficulties. Smart contracts were utilized to organize all transactions in decentralized supply networks. The use of blockchain technology improves transaction quality, and customers may verify the legitimacy of an item’s authenticity and legality by using the system. A total of 100 IoT nodes were distributed randomly to each 500 m2 cluster farm. The Internet of Things nodes were used to assess soil moisture, temperature, and crop disease. Network stability period and network life of the proposed method show 90.4% accuracy. The food supply chain will be more efficient and trustworthy with an intelligent model. 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. By 2050, the world’s population will need a 70% increase in food production. The food supply chain will be more efficient and trustworthy with an intelligent model. This article provides a transparent, decentralized, and intelligent model protocol for several Internet of Things (IoT) devices.

Publisher

Hindawi Limited

Subject

General Mathematics,General Medicine,General Neuroscience,General Computer Science

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enhancing The Accuracy of Block chain Based Agriculture Product Supply Chain Management System Using Random Forest Algorithm and Decision Tree Algorithm;2023 International Conference on Intelligent Technologies for Sustainable Electric and Communications Systems (iTech SECOM);2023-12-18

2. Towards a Blockchain-Based Agricultural Ecosystem: A systematic review;2023 International Conference on Innovation and Intelligence for Informatics, Computing, and Technologies (3ICT);2023-11-20

3. Potential Use of Sustainable Industrial Waste Byproducts in Fired and Unfired Brick Production;Advances in Civil Engineering;2023-10-06

4. Blockchain Technology for Agricultural Supply Chain Management to Enhance Farming;2023 4th International Conference on Smart Electronics and Communication (ICOSEC);2023-09-20

5. Retracted: Analysis of Agriculture and Food Supply Chain through Blockchain and IoT with Light Weight Cluster Head;Computational Intelligence and Neuroscience;2023-07-26

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