Home  >  Article  >  Technology peripherals  >  Looking ahead to future technologies: When the Internet of Things meets artificial intelligence

Looking ahead to future technologies: When the Internet of Things meets artificial intelligence

王林
王林forward
2024-03-14 21:00:12725browse

AI-driven insights optimize the performance of IoT-connected systems, reducing energy consumption and operating costs.

Artificial intelligence (AI) has made amazing progress and impacted society as a universally applicable technology.

Looking ahead to future technologies: When the Internet of Things meets artificial intelligence

The history of artificial intelligence research can be traced back to the 1950s, and today this field is still developing rapidly. As the amount of data increases, the application of artificial intelligence becomes more important. The development of the Internet of Things (IoT) is expected to significantly increase the amount of data generated, which is estimated to be as high as 2.5 terabytes per day. This means that artificial intelligence technology will play a key role in helping to process and extract useful information. As technology continues to advance, artificial intelligence will play an increasingly important role in various fields, from healthcare to financial services to transportation and agriculture. Therefore, continue

Let’s take a look at the importance and process of integrating IoT and artificial intelligence applications.

IoT Basics

The Internet of Things (IoT) is a network of sensors, computer systems, and mechanical and digital components found in ordinary items. These items transmit data through the network, connecting the physical world to the Internet.

The integration of micro-electromechanical systems and the modern Internet of Things has entered the era of wireless technology, which allows data to be transmitted faster over the Internet. The combination of artificial intelligence and information technology enables the study of unstructured machine-generated data, resulting in profound discoveries and innovative advances.

Today, several industries rely on the Internet of Things to improve operational efficiency, improve customer service, enhance corporate value, and support sound decision-making.

Advantages of IoT and Artificial Intelligence

The Internet of Things can benefit artificial intelligence applications in the following ways:

Internet of Things data for commercial use

The integration of IoT data can provide enterprises with valuable data insights and help make decision-making more efficient. Enterprises can use IoT data to explore new market opportunities and expand business prospects. In addition, IoT technology can improve customer experience and service delivery by acquiring more data and conducting cutting-edge analysis. Data-driven feedback from the Internet of Things can help companies better understand customer needs, optimize product design and service solutions, and achieve more precise market positioning and competitive advantages. By fully leveraging IoT data, enterprises can achieve more intelligent and personalized business operations, saving customers time and money

Costs are reduced due to connected devices. Efficiencies can be improved by collecting various types of data, resulting in cost savings and the use of cheaper materials.

Task Automation

Devices that can connect to the Internet make some daily tasks easier. With the help of automation features, from real-time AI chatbots to home automation control systems, household chores can be easily managed with just a click.

Pipeline automation enables businesses providing AI solutions to achieve similar advances, including significant time savings in annotation and quality control.

Improving living standards

In addition to helping businesses, the Internet of Things also improves living conditions. Common examples of IoT improving living standards and encouraging sustainability are smart cities, smart homes and food waste reduction technologies.

Challenges of the Internet of Things faced by artificial intelligence

The Internet of Things presents some advantages and breakthroughs, but there are also many problems. Here are some examples:

Privacy Issues:

As more devices connect and share information, data risks are rising, requiring enhanced security measures to prevent dangers such as data breaches .

Data Explosion:

Organizations must adopt strategies to effectively handle the large number of IoT devices and manage the data they generate. Data lakes, data warehouses, and good governance are critical to working with data sets effectively.

Vulnerability Issues:

A flaw in one IoT device can spread to other connected devices, causing serious problems.

Compatibility Issues:

Since there is no global compatibility standard for IoT devices, effective communication across various devices is challenging. Benefits of Using Artificial Intelligence in IoT

Many enterprises combine machine learning with IoT projects to gain analytical insights across various use cases. This enables businesses to gain new insights and implement cutting-edge automation.

By using machine learning in IoT, the following goals can be achieved:

Create a consistent format for data.
  • Leverage cloud, edge and device-based machine learning models.
  • Use data directly from edge devices to implement complex decisions.
  • Enable data-driven progress across a range of departments.
  • Artificial Intelligence and Internet of Things Applications

Although the principles of the Internet of Things have been explored, its impact on artificial intelligence still needs to be clarified. To gain a competitive advantage and encourage business growth, some businesses are implementing IoT. IoT applications provide businesses with the tools to develop and implement effective risk management plans.

The Internet of Things is often used in artificial intelligence applications, including:

Logistics

The Internet of Things in transportation logistics improves material flow systems, automatic identification and global layout of goods, and improves energy efficiency.

SMART CITIES

“Smart cities” are urban areas that support sustainable growth and high living standards. IoT can enable smarter and more effective city management in the areas of governance, economics and lifestyle.

eHealth Management

E-healthcare with IoT support is crucial for tracking and preventing health issues. Healthcare professionals can now monitor people remotely no matter where they are. IoT healthcare solutions provide useful information for computing and medical breakthroughs.

Summary

The Internet of Things, especially the Internet of Things supported by artificial intelligence, has brought substantial improvements to our daily lives and brought revolutionary changes to business and management practices. . The integration of smart appliances into homes and the valuable insights they provide businesses demonstrate the far-reaching impact of IoT. Custom AI development companies play an important role in leveraging the full potential of IoT, enabling businesses to create customized solutions that maximize efficiency and innovation. As awareness of the potential and benefits of IoT continues to grow, the future of this technology looks promising and will continue to grow and advance.

The above is the detailed content of Looking ahead to future technologies: When the Internet of Things meets artificial intelligence. 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