Energy Management for Internet of Things via Distributed Systems

Mobile Information Systems

Bai

2022

With deepening of the economic development process, the overall spiritual and cultural needs of the people have increased, and quality education has received more and more attention. Piano education is an important part of quality education. Nowadays, piano education has also been able to move forward continuously. As the king of musical instruments, the piano is widely used in music learning. Learning the piano can exercise willpower, develop intelligence, and cultivate sentiment. With development of computer software as well as hardware, Internet of Things technology and multimedia technology provide the material basis and preconditions for intelligent piano teaching. Therefore, how to evaluate the impact of the IoT and multimedia technology on intelligent teaching of piano has become a very important topic. Based on this, this work combines BP network with artificial fish swarm algorithm (AFS) and proposes network model (IAFS-BP) for evaluating the quality of piano intelligent teaching in the context of Internet of Things and multimedia. The specific contents of this work are as follows: (1) Aiming at the shortcomings of AFS, an IAFS with mutation operator, dynamic vision, and step size is proposed. (2) In view of shortcomings for BP network, IAFS is used in BP network. By using the IAFS algorithm in the training of the weights as well as thresholds, the training speed and training accuracy of the network are improved. (3) This work has carried out a comprehensive and systematic experiment to verify effectiveness and feasibility of IAFS-BP applied to quality assessment of piano intelligent teaching in the context of the IoT and multimedia.

Section: Introductionmentioning

confidence: 99%

Piano Intelligent Teaching Evaluation with IoT and Multimedia Technology

Mobile Information Systems

Bai

2022

“…e platform database provides the operational data of the basic platform, and the business database provides the business data [11]. e business layer provides the main functions of the system, which mainly consists of five subsystems: RFID tag subsystem, enterprise production subsystem, enterprise inventory subsystem, enterprise sales subsystem, and enterprise tracking and tracing subsystem.…”

Section: Rfid-based Enterprise Digital Managementmentioning

confidence: 99%

“…is study is based on the integration of the main activities of an enterprise with advanced management information system technology, and aims to improve the e ciency of enterprise management by designing a digital enterprise management system [9]. Based on the needs of enterprises, the digital enterprise management system is designed to facilitate information exchange and communication that overcomes problems such as poor information communication caused by inconvenient locations, incompetence, and operational distance, which can hinder the development of the enterprise [10,11].…”

Section: Introductionmentioning

confidence: 99%

Design and Optimisation of an Enterprise Digital Management System Based on IoT Monitoring

Computational Intelligence and Neuroscience

2022

Modern enterprise management is developing rapidly, and one of the most important components of enterprise management is enterprise digital management. In this paper, the research background of enterprise digital management system is firstly elaborated, current situation of enterprise digital management work in enterprises is elaborated, then the current situation of the system research and development at home and abroad is also analysed and outlined in detail, and finally, according to the actual enterprise digital management situation of enterprises, combined with the system method of software development and corresponding technology, the new system design requirements of enterprises based on Internet of Things are proposed. Simulations show that the overall design and module design of the system in this paper are well managed, a system interface diagram can be given, and the database table structure and entity class diagram are applied to elaborate the database design.

“…Economic growth is more dependent on the introduction of new technologies. In exploring the interaction between regional marine high technology innovation and blue economic growth, the literature points out to regional marine [ 15 ].…”

Section: Relevant Studiesmentioning

confidence: 99%

Optimization of STP Innovation Management Mechanisms Driven by Advanced Evolutionary IoT Arithmetic

Computational Intelligence and Neuroscience

Qing

Li³

2021

Since industrialization, manufacturing has been an important pillar of a country’s economic development. Under the dual pressure of the new trend of global manufacturing development and the loss of competitive advantage of manufacturing industry, it is especially important to accelerate the enhancement of national high technology innovation capacity and the optimization of high technology policy innovation management mechanism driven by advanced evolutionary Internet of Things (IoT) arithmetic. The main of this paper thus introduces the effective method of optimization of high technology policy innovation management mechanism driven by advanced evolutionary IoT arithmetic. To study the optimization of high technology policy innovation management mechanism, a conceptual analysis of currently popular information technologies, such as big data technologies, artificial intelligence technologies, and Internet of Things technologies, and an overview of the application of these technologies in microgrids are given. In the paper, all factors are studied using the STP innovation management mechanism-based approach, and finally, all factors are classified into two categories of cause and effect factors by this approach, and the importance of all factors is ranked. Secondly, a wind power prediction algorithm based on data mining technology and an improved algorithm and a PV power prediction algorithm based on a deep neural network were established with the technical support of high-tech information technology such as big data and artificial intelligence. Finally, the majorization of high technology policy innovation management mechanism driven by advanced evolutionary IoT arithmetic is proposed.