Home  >  Article  >  Technology peripherals  >  AIOT architecture of intelligent IoT platform

AIOT architecture of intelligent IoT platform

WBOY
WBOYforward
2023-12-04 14:17:261591browse

AIoT intelligent IoT platform is a platform that combines artificial intelligence (AI) and Internet of Things (IoT) technologies. It aims to generate and collect massive data from different dimensions through IoT technology, and store it in the cloud and edge. Then, through big data analysis and higher forms of artificial intelligence, everything can be digitized and everything is intelligently connected.

The core of the AIoT platform is to integrate artificial intelligence (AI) and Internet of Things (IoT) technologies to improve the intelligence level of the Internet of Things system. Specifically, the AIoT platform can realize mutual communication and connection between intelligent terminal devices, different system platforms, and different application scenarios, further promoting the process of the Internet of Everything

AIOT architecture of intelligent IoT platform

With the rapid development of IoT technology, the AIoT intelligent IoT platform has become an important support for the digital transformation of various industries. This article first introduces the definition and characteristics of the AIoT intelligent IoT platform, then analyzes its technical architecture in detail, and finally discusses the applications and advantages of edge AIoT in it.

AIOT Internet of Things Platform Background

With the continuous evolution of Internet technology, the Internet of Things has become an important force in promoting the development of informatization. The Internet of Things realizes the perception, monitoring and control of the physical world through various sensors, smart devices, etc., thereby providing more efficient and smarter solutions for various industries. However, the development of the Internet of Things also faces many challenges, such as device connectivity, data security, data processing, etc. Therefore, the AIoT intelligent IoT platform emerged, which combines artificial intelligence and IoT technologies to provide more efficient and smarter solutions for various industries.

Definition and characteristics of AIoT intelligent Internet of Things platform

AIoT intelligent Internet of Things platform refers to a comprehensive service platform that applies artificial intelligence technology to the field of Internet of Things. It has the following characteristics:

  • Efficiency: By processing and analyzing massive data through artificial intelligence technology, valuable information can be obtained quickly and accurately, thereby improving decision-making efficiency and production efficiency.
  • Intelligence: The AIoT platform can realize intelligent control and management of equipment, improving the automation and operating efficiency of equipment.
  • Security: The AIoT platform focuses on data security and privacy protection, and adopts a variety of security measures to ensure that data is not leaked or tampered with.
  • Flexibility: The AIoT platform supports the access of various devices and protocols and can flexibly adapt to different application scenarios and needs.

Technical architecture of AIoT intelligent IoT platform

The technical architecture of AIoT intelligent IoT platform includes device layer, connection layer, cloud layer, user interaction layer and application layer. Layer

  • Device layer: The device layer includes various sensors, smart devices and other physical hardware, and is responsible for data collection and transmission.
  • Connection layer: The connection layer is mainly responsible for connecting devices to the cloud, including various network protocols and communication technologies, such as Wi-Fi, Bluetooth, NB-IoT, etc.
  • Cloud layer: The cloud layer includes cloud servers and cloud storage, and is responsible for data processing, storage and sharing. Cloud servers are responsible for processing and analyzing massive data, while cloud storage is responsible for storing large amounts of data.
  • User interaction layer: The user interaction layer mainly includes various applications and mobile applications for users to interact with the AIoT platform in various ways.
  • Application layer: The application layer includes various applications and services, such as smart home control, smart security, smart manufacturing, etc. These applications can be customized and expanded based on the user's needs.

AIOT architecture of intelligent IoT platform

Applications and advantages of edge AIoT

In the AIoT intelligent Internet of Things platform, edge AIoT is an important technical architecture that passes Implementing artificial intelligence algorithms and processing logic on edge devices allows data to be processed closer to the source. This helps increase data processing speed and reduce network bandwidth requirements while reducing latency and improving data security.

The application scenarios of edge artificial intelligence IoT are very wide. For example, in the field of smart manufacturing, by installing edge computing devices on the production line, real-time monitoring and control of the production process can be achieved, thereby improving production efficiency and product quality. In terms of smart homes, by applying artificial intelligence algorithms to home gateways, local control and operation optimization of devices can be achieved, improving user experience and quality of life.

The main advantages of edge artificial intelligence IoT are:

  • Real-time: Since data processing is performed locally, real-time response and local decision-making can be achieved.
  • Energy saving: By reducing the need for network transmission, energy consumption and carbon emissions can be reduced.
  • Data security: Since data is processed and stored locally, user privacy and data security can be better protected

The above is the detailed content of AIOT architecture of intelligent IoT platform. For more information, please follow other related articles on the PHP Chinese website!

Statement:
This article is reproduced at:51cto.com. If there is any infringement, please contact admin@php.cn delete