Industrial Digital Transformation What will the next generation of smart machines be

Artificial intelligence-based automation

The many benefits that artificial intelligence brings to the operation of industrial equipment are gradually being recognized by business personnel. The use of machine learning software algorithms in asset performance management and the integrated analysis of historical data can help field personnel predict and maintain faulty equipment and provide enterprises with higher Accuracy, more advanced early warning services. Air conditioning repair

Applying complex machine learning algorithms to real-time performance data analysis, the value of artificial intelligence will be further reflected. AI technology is used to create smarter and self-sufficient machines, while enabling the production line to respond to changes in various needs. Shanghai Central Air Conditioning Project

At this stage, many companies are still in the process of digital transformation, connecting all the machines and equipment assets of factories and workshops, various enterprise resource planning systems and different data may hinder data analysis and market decision-making. Shanghai air conditioning design

But through sensor communication more device data, the asset performance management system based on artificial intelligence can not only organize and standardize data input, but also enhance the ability of enterprises to analyze data, thereby achieving more automated and accurate decision-making.

For some manual processes of the current factory operations, such as the issuance of work orders and schedule checks, they will all be automated, thereby simplifying maintenance practices and improving machine performance.

Digital twins bring key advantages

The application of digital twin products in various industries is becoming more and more common. A true digital ecosystem will provide enterprises with key advantages and provide sufficient impetus for operational asset performance management.

Predefine the content of how the asset will operate and execute, and then use this information to build a copy of the asset. The concept of the word twin is based on this idea. Through the virtual copy test of each asset, the operator is notified about the health, service life and performance level of the equipment.

On the basis of digitalization, companies are fully capable of optimizing machines at any time of the day to adjust the production line to a higher level of productivity. For companies that require production every second every second, avoiding unplanned downtime through digitization can save millions of dollars.

As long as the company establishes a digital copy of the asset that better understands the operation of the entire plant, it can identify any abnormalities or poorly performing equipment and take appropriate measures as appropriate. Even further, these data can eventually be anonymized and shared across the industry out of the cloud, allowing users to obtain larger data samples and more accurate references.

For general asset operating companies, their ability to collect data and analyze statistics is limited. However, as long as they use a wide range of shared data resources and peer experience, they will be able to provide better performance insights for asset management, and further Identify equipment failures and performance issues.

Augmented reality subverts equipment maintenance

For equipment maintenance personnel, not all industrial equipment is accessible. Some machinery and equipment may have thousands of parts, and each part is embedded in a strong material layer, and may be operated in the harsh environment of the world. For decades, when equipment is routinely inspected or assets show errors and needs to be repaired, it takes a lot of time and manpower in the inspection process. The inspection team needs to conduct actual operation tests on the equipment to determine the true location of the problem.

Medical technology equipment manufacturers must maintain inspections of critical medical systems. If there is an infection in the hospital, the equipment used to detect the infection needs to respond immediately. If a manufacturer’s microbiological equipment has any performance problems, it will put the entire medical ecosystem at risk. Therefore, this special equipment requires regular monitoring and inspection.

New technologies are rapidly changing the working mode of inspection teams. With the advancement of mobile device augmented reality technology and the support of digital twins, field workers can now conduct in-depth inspections based on real-time information without having to take the equipment offline and perform physical analysis.

As more and more field service professionals can take advantage of augmented reality technology, companies will reduce the risks that the environment may bring to workers to a low level, such as working close to pipelines or oil rigs, and can keep equipment online. Run to maximize efficiency.

Artificial intelligence, digital twins, and augmented reality have been well used in industry. The key to making full use of these new capabilities is to have a suitable digital infrastructure, including connected assets that provide information through an asset management system. As more and more equipment use data analysis, industrial enterprises will have the ability to optimize asset performance in real time, thereby achieving intelligent asset management.