| With the arrival of the era of Internet of Things,the rapid development of wireless networking technology,computer network and artificial intelligence has provided a good application foundation for the upgrading of household kitchen appliance system,making the transformation from traditional kitchen appliance products to intelligent kitchen appliance products possible.However,this process also encountered many problems,such as the traditional cost control problems in the process of kitchen appliance hardware upgrade,intelligent household industry did not form a unified communication architecture,edge computing server resource utilization is low and the data real-time character problem,large enterprise service platform to realize data collection lead to data "islands",and not "smart" intelligent kitchen appliance products poor visual effect.Many problems lead to the development of intelligent kitchen appliance industry repeatedly hit a wall.In this paper,through the research on the architecture of the intelligent kitchen appliance management system based on the Internet of Things cloud platform,taking full advantage of the high utilization rate of the Internet of Things cloud platform,diversified service models and low cost advantages,this paper proposes a big data collection and intelligent control,Humanized service management model,and on this basis,designed an intelligent kitchen appliance management system based on the Internet of Things cloud platform.The specific content of the article is as follows:(1)According to the current research and further analysis on commercial wireless communication technology,combining with the actual situation of enterprises and users,this article has designed a complete intelligent hardware system to ensure the safety of the kitchen environment while providing intelligent interactive control and data forwarding functions,which meets the actual needs of low-cost and short development cycles that people expect from traditional kitchen appliances.(2)In this paper,the smart kitchen appliance management system is deployed in the IoT cloud platform.Through the heterogeneity of the data processing mode of the open source IoT cloud platform,it provides services for enterprises and users in the form of software-as-a-service cloud services.Data collection and centralized management.Based on cloud service and mobile client design and implementation,remote visualmanagement of devices can be achieved through the client,to a certain extent,making smart kitchen life more intelligent.(3)Through the research on cloud technology,this article combines artificial neural network with smart kitchen appliances cloud platform,through the training of family historical data,to realize the prediction of the state of home equipment,the prediction data generated for the construction of smart cities Provide data support.Finally,the function of the system was tested.The results show that the intelligent kitchen appliances management system based on the Internet of Things cloud platform meets the actual needs of individuals and enterprises,and is a relatively complete system.It is important for the unified management of kitchen appliances,the development of Internet of Things technology and the promotion of smart kitchen appliances.significance. |
