Department of Accounting, College of Business Administration, Prince Sattam Bin Abdulaziz University, Al-Kharj, Saudi Arabia.
Department of Computer Science and Engineering, O. P. Jindal University, Raigarh, India.
Comput Intell Neurosci. 2022 Aug 10;2022:1296993. doi: 10.1155/2022/1296993. eCollection 2022.
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 m 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.
到 2050 年,世界人口将增加 34%,超过 90 亿,需要增加 70%的粮食产量。用更少的食材做更多的菜。因此,制造商的关键目标是在生态友好的前提下增加产量。不能直接连接农民和消费者的供应链系统和不断上升的投入成本影响数据收集、安全性和共享。由于缺乏集中的物联网农业基础设施,数据安全性、操纵和单点故障的约束无法得到满足。为了解决这些问题,本文提出了一种基于区块链的物联网模型。本研究还展示了独特的节能效果。通过区块链技术,数据存储的去中心化提高了供应链的透明度和质量,从而使农民能够更有效地参与。区块链技术提高了供应链的可追溯性和安全性。本文提供了一种透明的、去中心化的区块链跟踪解决方案,并为监测作物生长和农业环境的多个物联网 (IoT) 设备提出了智能模型协议。一种新方法解决了大部分供应链困难。智能合约用于组织去中心化供应网络中的所有交易。区块链技术的使用提高了交易质量,客户可以通过系统验证物品的真实性和合法性。总共将 100 个物联网节点随机分布到每个 500m 集群农场。物联网节点用于评估土壤湿度、温度和作物病害。所提出方法的网络稳定期和网络寿命显示出 90.4%的准确率。智能模型将使食品供应链更高效、更可信。分类帐技术和智能合约的不变性进一步提高了多方系统中所有利益相关者的供应链安全性、隐私性、透明度和信任度。到 2050 年,世界人口将需要增加 70%的粮食产量。智能模型将使食品供应链更高效、更可信。本文为多个物联网 (IoT) 设备提供了透明、去中心化和智能模型协议。